Code
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation
2024/08/31Prerak ModyDepartment of Radiology, Leiden University Medical Center, Leiden, The Netherlands
HollandPTC consortium – Erasmus Medical Center, Rotterdam, Holland Proton Therapy Centre, Delft, Leiden
University Medical Center, Leiden and TU Delft, Delft, The Netherlands, Nicolas F. Chaves-de-PlazaComputer Graphics and Visualization Group , EEMCS, TU Delft, Delft, The Netherlands, Chinmay RaoDepartment of Radiology, Leiden University Medical Center, Leiden, The Netherlands, Eleftheria AstrenidouDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands, Mischa de RidderDepartment of Radiation Oncology, University Medical Center, Utrecht, The Netherlands, Nienke HoekstraDepartment of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands, Klaus HildebrandtComputer Graphics and Visualization Group , EEMCS, TU Delft, Delft, The Netherlands, Marius StaringDepartment of Radiology, Leiden University Medical Center, Leiden, The Netherlands
Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands
Suprim NakarmiNepal Applied Mathematics and Informatics Institute for research (NAAMII), Kathmandu, Nepal
Center for Analytical Sciences, Kathmandu Institute of Applied Sciences (KIAS), Lalitpur, Nepal, Sanam PudasainiCenter for Analytical Sciences, Kathmandu Institute of Applied Sciences (KIAS), Lalitpur, Nepal, Safal ThapaliyaNepal Applied Mathematics and Informatics Institute for research (NAAMII), Kathmandu, Nepal, Pratima UpreteeNepal Applied Mathematics and Informatics Institute for research (NAAMII), Kathmandu, Nepal, Retina ShresthaCenter for Analytical Sciences, Kathmandu Institute of Applied Sciences (KIAS), Lalitpur, Nepal, Basant GiriCenter for Analytical Sciences, Kathmandu Institute of Applied Sciences (KIAS), Lalitpur, Nepal, Bhanu Bhakta NeupaneCentral Department of Chemistry, Tribhuvan University, Kathmandu, Nepal, Bishesh KhanalNepal Applied Mathematics and Informatics Institute for research (NAAMII), Kathmandu, Nepal
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes
2024/07/31Poulami SinhamahapatraFraunhofer IKS, GermanyPoulami SinhamahapatraFraunhofer IKS, Germany
Technical Univeristy of Munich, Germany et al.
Technical Univeristy of Munich, Germany, Suprosanna ShitTechnical Univeristy of Munich, Germany, Anjany SekuboyinaTechnical Univeristy of Munich, Germany, Malek El HusseiniTechnical Univeristy of Munich, Germany, David SchinzTechnical Univeristy of Munich, Germany, Nicolas LenhartTechnical Univeristy of Munich, Germany, Bjoern MenzeUniversity of Zurich, Switzerland, Jan KirschkeTechnical Univeristy of Munich, Germany, Karsten RoscherFraunhofer IKS, Germany, Stephan GuennemannTechnical Univeristy of Munich, Germany
Automatic rating of incomplete hippocampal inversions evaluated across multiple cohorts
2024/07/30Lisa HemforthSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Baptiste Couvy-DuchesneSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, FranceLisa HemforthSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France et al.
Institute for Molecular Bioscience, the University of Queensland, Brisbane, 4072, Australia , Kevin De MatosSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Camille BrianceauSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Matthieu JoulotSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Tobias BanaschewskiDepartment of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, 68159, Germany , Arun L.W. BokdeDiscipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland , Sylvane DesrivièresCentre for Popula tion Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King’s College London, London, United Kingdom , Herta FlorgDepartment of Psychology, School of Social Sciences, University of Mannheim, Mannheim, 68131, Germany , Antoine GrigisNeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France , Hugh GaravanDepartments of Psychiatry and Psychology, University of Vermont, Burlington, Vermont, 05405, USA , Penny GowlandSir Peter Mansfield Imaging Centre School of Physics and Astronomy, Univer sity of Nottingham, University Park, Nottingham, United Kingdom , Andreas HeinzDepartment of Psychiatry and Psychotherapy CCM, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany , Rüdiger BrühlPhysikalisch-Technische Bundesanstalt (PTB), Braun schweig and Berlin, Germany , Jean-Luc MartinotInstitut National de la Santé et de la Recherche Médicale, INSERM U 1299 ”Trajectoires développementales & psychiatrie”, University Paris-Saclay, CNRS; Ecole Normale Supérieure Paris-Saclay, Centre Borelli, Gif-sur-Yvette, France , Marie-Laure Paillère MartinotInstitut National de la Santé et de la Recherche Médicale, INSERM U 1299 ”Trajectoires développementales & psychiatrie”, University Paris-Saclay, CNRS; Ecole Normale Supérieure Paris-Saclay, Centre Borelli, Gif-sur-Yvette, France
Sorbonne University, Department of Child and Adolescent Psychiatry, Pitié-Salpêtrière Hospital, Paris, France , Eric ArtigesnPsychiatry Department, EPS Barthélémy Durand, Etampes, France , Dimitri PapadopoulosNeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France , Herve LemaitreiInstitut des Maladies Neurodégénératives, UMR 5293, CNRS, CEA, Université de Bordeaux, Bordeaux, France , Tomas PausrDepartments of Psychiatry and Psychology, University of Toronto, Toronto, Ontario, Canada , Luise PoustkaDepartment of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, Göttingen, Germany , Sarah HohmanaSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Nathalie HolzDepartment of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, 68159, Germany , Juliane H. FröhnerDepartment of Psychiatry and Neuroimaging Center, Technische Univer sität Dresden, Dresden, Germany , Michael N. SmolkaDepartment of Psychiatry and Neuroimaging Center, Technische Univer sität Dresden, Dresden, Germany , Nilakshi VaidyaCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charité Universitätsmedizin Berlin, Berlin, Germany , Henrik WalterDepartment of Psychiatry and Psychotherapy CCM, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany , Robert WhelanSchool of Psychology and Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland , Gunter SchumannCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charité Universitätsmedizin Berlin, Berlin, Germany
Centre for Population Neuroscience and Precision Medicine (PONS), Institute for Science and Technology of Brain-inspired Intelligence (ISTBI), Fudan Uni versity, Shanghai, China , Christian BüchelDepartment of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany , JB PolineDepartment of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada aa Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany, Bernd IttermanPhysikalisch-Technische Bundesanstalt (PTB), Braun schweig and Berlin, Germany , Vincent FrouinNeuroSpin, CEA, Université Paris-Saclay, Gif-sur-Yvette, France , Alexandre MartinSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France, Claire CuryUniversity of Rennes, Inria, CNRS, Inserm, IRISA UMR 6074, Empenn ERL U-1228, Rennes, 35000, France , IMAGEN study group , Olivier ColliotSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation
2024/06/23Yidong ZhaoDepartment of Imaging Physics, Delft University of Technology, Delft, The Netherlands, João TouraisDepartment of Imaging Physics, Delft University of Technology, Delft, The Netherlands, Iain PierceBarts Heart Centre, Barts Health NHS Trust, London, United Kingdom
Institute of Cardiovascular Science, University College, London, United Kingdom, Christian NitscheBarts Heart Centre, Barts Health NHS Trust, London, United Kingdom
Institute of Cardiovascular Science, University College, London, United Kingdom, Thomas A. TreibelBarts Heart Centre, Barts Health NHS Trust, London, United Kingdom
Institute of Cardiovascular Science, University College, London, United Kingdom, Sebastian WeingärtnerDepartment of Imaging Physics, Delft University of Technology, Delft, The Netherlands, Artur M. SchweidtmannDepartment of Chemical Engineering, Delft University of Technology, Delft, The Netherlands, Qian TaoDepartment of Imaging Physics, Delft University of Technology, Delft, The Netherlands
Sophie LoizillonSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France, Simona BottaniSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France, Stéphane MabilleSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France, Yannick JacobAP-HP, WIND department,Paris 75012, France, Aurélien MaireAP-HP, WIND department,Paris 75012, France, Sebastian StröerAP-HP, Hôpital de la Pitié Salpêtrière, Department of Neuroradiology, Paris 75013, France, Didier DormontSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, DMU DIAMENT, Paris 75013, France, Olivier ColliotSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France, Ninon BurgosSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France, The Alzheimer’s Disease Neuroimaging Initiative http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf, APPRIMAGE Study Group https://www.aramislab.fr/apprimageSophie LoizillonSorbonne Université, Institut du Cerveau – Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié-Salpêtrière, Paris 75013, France et al.
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data
2024/05/15Ivan DiazUniversity Institute of Diagnostic and Interventional Neuroradiology, Support Center for Advanced Neuroimaging (SCAN), University Hospital of Bern, Mario GeigerNvidia (United States), Richard Iain McKinleyUniversity Institute of Diagnostic and Interventional Neuroradiology, Support Center for Advanced Neuroimaging (SCAN), University Hospital of Bern
A voxel-level approach to brain age prediction: A method to assess regional brain aging
2024/04/25Neha GianchandaniDepartment of Biomedical Engineering, University of Calgary
Hotchkiss Brain Institute, University of Calgary, Mahsa DibajiDepartment of Electrical and Software Engineering, University of Calgary, Johanna OspelDepartment of Radiology, University of Calgary
Department of Clinical Neurosciences, University of Calgary, Fernando VegaDepartment of Biomedical Engineering, University of Calgary, Mariana BentoDepartment of Biomedical Engineering, University of Calgary
Department of Electrical and Software Engineering, University of Calgary
Hotchkiss Brain Institute, University of Calgary, M. Ethan MacDonaldDepartment of Biomedical Engineering, University of Calgary
Department of Electrical and Software Engineering, University of Calgary
Department of Radiology, University of Calgary
Hotchkiss Brain Institute, University of Calgary, Roberto SouzaDepartment of Electrical and Software Engineering, University of Calgary
Hotchkiss Brain Institute, University of Calgary
Sean C. EpsteinDepartment of Computer Science, University College London
Centre for Medical Image Computing, University College London, Timothy J. P. BrayCentre for Medical Imaging, University College London, Margaret Hall-CraggsCentre for Medical Imaging, University College London, Hui ZhangDepartment of Computer Science, University College London
Centre for Medical Image Computing, University College London
Towards Early Prediction of Human iPSC Reprogramming Success
2023/11/10Abhineet SinghDepartment of Computing Science, University of Alberta, Ila JasraAlberta Diabetes Institute, University of Alberta, Omar MouhammedAlberta Diabetes Institute, University of Alberta, Nidheesh DadheechAlberta Diabetes Institute, University of Alberta, Nilanjan RayDepartment of Computing Science, University of Alberta, James ShapiroAlberta Diabetes Institute, University of Alberta
Mara GrazianiUniversity of Applied Sciences Western Switzerland (HES-SO Valais), 3960, Sierre, Switzerland
University of Geneva (UNIGE), Department of Computer Science (CUI), 1227, Carouge, Switzerland, Sebastian OtáloraUniversity of Applied Sciences Western Switzerland (HES-SO Valais), 3960, Sierre, Switzerland
University of Geneva (UNIGE), Department of Computer Science (CUI), 1227, Carouge, Switzerland, Stéphane Marchand-MailletUniversity of Applied Sciences Western Switzerland (HES-SO Valais), 3960, Sierre, Switzerland, Henning MüllerUniversity of Applied Sciences Western Switzerland (HES-SO Valais), 3960, Sierre, Switzerland
University of Geneva (UNIGE), Department of Computer Science (CUI), 1227, Carouge, Switzerland, Vincent AndrearczykUniversity of Applied Sciences Western Switzerland (HES-SO Valais), 3960, Sierre, Switzerland
Bayesian Optimization of Sampling Densities in MRI
2023/06/15Alban GossardInstitut de Mathématiques de Toulouse (IMT); UMR5219; Université de Toulouse; CNRS, France
Université Paul Sabatier, F-31062 Toulouse Cedex 9, France, Frédéric de GournayInstitut de Mathématiques de Toulouse (IMT); UMR5219; Université de Toulouse; CNRS, France
INSA de Toulouse; F-31077 Toulouse, France, Pierre WeissInstitut de Mathématiques de Toulouse (IMT); UMR5219; Université de Toulouse; CNRS, France
Université de Toulouse, CNRS
Centre de Biologie Intégrative (CBI), Laboratoire MCD, F-31062 Toulouse Cedex, France
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs
2023/06/08Sina AmirrajabDepartment of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, Yasmina Al KhalilDepartment of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, Cristian LorenzPhilips Research Laboratories, Hamburg, Germany, Jürgen WeesePhilips Research Laboratories, Hamburg, Germany, Josien PluimDepartment of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, Marcel BreeuwerDepartment of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
Philips Healthcare, MR R&D - Clinical Science, Best, The Netherlands
Farnaz Khun JushTechnology Excellence, Siemens Healthcare GmbH, Erlangen, Germany
Pattern Recognition Lab, Friedrich-Alexander-University, Erlangen, Germany, Markus BieleTechnology Excellence, Siemens Healthcare GmbH, Erlangen, Germany, Peter M. DueppenbeckerTechnology Excellence, Siemens Healthcare GmbH, Erlangen, Germany, Andreas MaierPattern Recognition Lab, Friedrich-Alexander-University, Erlangen, Germany
Florian KoflerDepartment of Informatics, Technical University Munich, GermanyFlorian KoflerDepartment of Informatics, Technical University Munich, Germany
TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany
Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikumrechts der Isar, Technical University of Munich, Germany
Helmholtz AI, Helmholtz Zentrum München, Germany et al.
TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany
Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikumrechts der Isar, Technical University of Munich, Germany
Helmholtz AI, Helmholtz Zentrum München, Germany, Ivan EzhovDepartment of Informatics, Technical University Munich, Germany
TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany, Fabian IsenseeApplied Computer Vision Lab, Helmholtz Imaging, Germany
Division of Medical Image Computing, German Cancer Research Center (DKFZ), Germany, Fabian BalsigerSupport Center for Advanced Neuroimaging (SCAN), Institute for Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland, Christoph BergerDepartment of Informatics, Technical University Munich, Germany, Maximilian KoernerDepartment of Informatics, Technical University Munich, Germany, Beatrice DemirayComputer Aided Medical Procedures (CAMP), Technical University of Munich, Germany, Julia RackersederComputer Aided Medical Procedures (CAMP), Technical University of Munich, Germany
ImFusion GmbH, Munich, Germany, Johannes PaetzoldDepartment of Informatics, Technical University Munich, Germany
Helmholtz Zentrum München, Germany
Imperial College London, Hongwei LiDepartment of Informatics, Technical University Munich, Germany
Department of Quantitative Biomedicine, University of Zurich, Switzerland, Suprosanna ShitDepartment of Informatics, Technical University Munich, Germany
TranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany, Richard McKinleySupport Center for Advanced Neuroimaging (SCAN), Institute for Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland, Marie PiraudHelmholtz AI, Helmholtz Zentrum München, Germany, Spyridon BakasCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA, Claus ZimmerDepartment of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikumrechts der Isar, Technical University of Munich, Germany, Nassir NavabComputer Aided Medical Procedures (CAMP), Technical University of Munich, Germany, Jan KirschkeDepartment of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikumrechts der Isar, Technical University of Munich, Germany, Benedikt WiestlerTranslaTUM - Central Institute for Translational Cancer Research, Technical University of Munich, Germany
Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikumrechts der Isar, Technical University of Munich, Germany
contributed equally as senior authors, Bjoern MenzeDepartment of Informatics, Technical University Munich, Germany
Department of Quantitative Biomedicine, University of Zurich, Switzerland
contributed equally as senior authors
Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis
2023/04/26Xiao QiDepartment of Electrical and Computer Engineering, Rutgers Univeristy, New Brunswick, NJ, USA, David J. ForanRutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA, John L. NosherDepartment of Radiology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA, Ilker HacihalilogluDepartment of Radiology, The University of British Columbia, BC, Canada
Department of Medicine, The University of British Columbia, BC, Canada
Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection
2023/04/19Ashay PatelKing’s College London, Petru-Danial TudiosuKing’s College London, Walter H.L. PinayaKing’s College London, Gary CookKing’s College London, Vicky GohKing’s College London, Sebastien OurselinKing’s College London, M. Jorge CardosoKing’s College London
Jérôme RonyLIVIA, Dept. of Systems Engineering, École de technologie supérieure, Montreal, Canada, Soufiane BelharbiLIVIA, Dept. of Systems Engineering, École de technologie supérieure, Montreal, Canada, Jose DolzLIVIA, Dept. of Software and IT Engineering, École de technologie supérieure, Montreal, Canada, Ismail Ben AyedLIVIA, Dept. of Systems Engineering, École de technologie supérieure, Montreal, Canada, Luke McCaffreyGoodman Cancer Research Centre, Dept. of Oncology, McGill University, Montreal, Canada, Eric GrangerLIVIA, Dept. of Systems Engineering, École de technologie supérieure, Montreal, Canada
Focused Decoding Enables 3D Anatomical Detection by Transformers
2023/02/27Bastian WittmannDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland, Fernando NavarroDepartment of Informatics, Technical University of Munich, Munich, Germany, Suprosanna ShitDepartment of Informatics, Technical University of Munich, Munich, Germany, Bjoern MenzeDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
2023/02/03Seung Su YoonPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-NürnbergSeung Su YoonPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
Magnetic Resonance, Siemens Healthcare GmbH et al.
Magnetic Resonance, Siemens Healthcare GmbH, Elisabeth PreuhsPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Michaela SchmidtMagnetic Resonance, Siemens Healthcare GmbH, Christoph FormanMagnetic Resonance, Siemens Healthcare GmbH, Teodora ChitiboiSiemens Medical Solutions USA, Puneet SharmaSiemens Medical Solutions USA, Juliano L. FernandesJose Michel Kalaf Research Institute, Christoph TillmannsDiagnostikum Berlin, Jens WetzlMagnetic Resonance, Siemens Healthcare GmbH, Andreas MaierPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
Label fusion and training methods for reliable representation of inter-rater uncertainty
2023/01/18Andreanne LemayElectrical Engineering, Polytechnique Montreal
Mila, Quebec AI Institute, Montreal, QC, Canada, Charley GrosElectrical Engineering, Polytechnique Montreal
Mila, Quebec AI Institute, Montreal, QC, Canada, Enamundram Naga KarthikBiomedical Engineering, NeuroPoly lab
Mila, Quebec AI Institute, Montreal, QC, Canada, Julien Cohen-AdadElectrical Engineering, Polytechnique Montreal
Mila, Quebec AI Institute, Montreal, QC, Canada
Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection
2022/12/15Ishaan BhatUniversity Medical Center Utrecht, Josien P.W. PluimEindhoven University of Technology, Max A. ViergeverUniversity Medical Center Utrecht, Hugo J. KuijfUniversity Medical Center Utrecht
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation
2022/12/15Brennan NichyporukMILA (Quebec Artificial Intelligence Institute), Montreal, Canada
Centre for Intelligent Machines, McGill University, Canada, Jillian CardinellCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Justin SzetoCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Raghav MehtaCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada, Jean-Pierre FaletDepartment of Neurology and Neurosurgery, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada
Centre for Intelligent Machines, McGill University, Canada, Douglas L. ArnoldDepartment of Neurology and Neurosurgery, McGill University, Canada
NeuroRx Research, Montreal, Canada, Sotirios A. TsaftarisSchool of Engineering, University of Edinburgh, UK
The Alan Turing Institute, UK, Tal ArbelCentre for Intelligent Machines, McGill University, Canada
MILA (Quebec Artificial Intelligence Institute), Montreal, Canada
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI
2022/09/13Thomas YuElectrical Engineering, Ecole Polytechnique Federale de Lausanne, Tom HilbertSiemens Healthcare AG, Gian Franco PireddaSiemens Healthcare AG, Arun JosephSiemens Healthcare AG, Gabriele BonannoSiemens Healthcare AG, Salim ZenkhriRadiology, Lausanne University Hospital, Patrick OmoumiRadiology, Lausanne University Hospital, Meritxell Bach CuadraUniversity of Lausanne, Erick Canales RodriguezElectrical Engineering, Ecole Polytechnique Federale de Lausanne, Tobias KoberSiemens Healthcare AG, Jean-Philippe ThiranElectrical Engineering, Ecole Polytechnique Federale de LausanneThomas YuElectrical Engineering, Ecole Polytechnique Federale de Lausanne et al.
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
2022/09/04Tianyuan YaoComputer Science, Vanderbilt University, Chang QuComputer Science, Vanderbilt University, Jun LongBig Data Institute, Central South University, Quan LiuComputer Science, Vanderbilt University, Ruining DengComputer Science, Vanderbilt University, Yuanhan TianComputer Science, Vanderbilt University, Jiachen XuComputer Science, Vanderbilt University, Aadarsh JhaComputer Science, Vanderbilt University, Zuhayr AsadComputer Science, Vanderbilt University, Shunxing BaoElectrical and Computer Engineering, Vanderbilt University, Mengyang ZhaoDartmouth College, Agnes FogoDepartment of Pathology, Vanderbilt University Medical Center, Bennett LandmanElectrical and Computer Engineering, Vanderbilt University, Haichun YangDepartment of Pathology, Vanderbilt University Medical Center, Catie ChangElectrical and Computer Engineering, Vanderbilt University, Yuankai HuoElectrical and Computer Engineering, Vanderbilt UniversityTianyuan YaoComputer Science, Vanderbilt University et al.
Raghav MehtaCentre for Intelligent Machines (CIM), McGill University, Montreal, QC, Canada, Angelos FilosOxford Applied and Theoretical Machine Learning (OATML) Group, University of Oxford, Oxford, England, Ujjwal BaidCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USARaghav MehtaCentre for Intelligent Machines (CIM), McGill University, Montreal, QC, Canada et al.
Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA, Chiharu SakoCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA
Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA, Richard McKinleySupport Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland, Michael RebsamenSupport Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland, Katrin DätwylerSupport Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland
Human Performance Lab, Schulthess Clinic, Zurich, Switzerland, Raphael Meierarmasuisse S+T, Thun, Switzerland, Piotr RadojewskiSupport Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland, Gowtham Krishnan MurugesanDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA, Sahil NalawadeDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA, Chandan GaneshDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA, Ben WagnerDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA, Fang F. YuDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA, Baowei FeiDepartment of Bioengineering, University of Texas at Dallas, Texas, USA, Ananth J. MadhuranthakamDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, USA, Joseph A. MaldjianDepartment of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, USA, Laura DazaUniversidad de los Andes, Bogotá, Colombia, Catalina GómezUniversidad de los Andes, Bogotá, Colombia, Pablo ArbeláezUniversidad de los Andes, Bogotá, Colombia, Chengliang DaiData Science Institute, Imperial College London, London, UK, Shuo WangData Science Institute, Imperial College London, London, UK, Hadrien ReynaudData Science Institute, Imperial College London, London, UK, Yuanhan MoData Science Institute, Imperial College London, London, UK, Elsa AngeliniNIHR Imperial BRC, ITMAT Data Science Group, Imperial College London, London, UK, Yike GuoData Science Institute, Imperial College London, London, UK, Wenjia BaiData Science Institute, Imperial College London, London, UK
Department of Brain Sciences, Imperial College London, London, UK, Subhashis BanerjeeMachine Intelligence Unit, Indian Statistical Institute, Kolkata, India
Department of CSE, University of Calcutta, Kolkata, India
Division of Visual Information and Interaction (Vi2), Department of Information Technology, Uppsala University, Uppsala, Sweden, Linmin PeiDepartment of Diagnostic Radiology, The University of Pittsburgh Medical Center, Pittsburgh, PA, USA, Murat AKDepartment of Diagnostic Radiology, The University of Pittsburgh Medical Center, Pittsburgh, PA, USA, Sarahi Rosas-GonzálezUMR U1253 iBrain, Université de Tours, Inserm, Tours, France, Ilyess ZemmouraUMR U1253 iBrain, Université de Tours, Inserm, Tours, France
Neurosurgery department, CHRU de Tours, Tours, France, Clovis TauberUMR U1253 iBrain, Université de Tours, Inserm, Tours, France, Minh H. VuDepartment of Radiation Sciences, Umeå University, Umeå, Sweden, Tufve NyholmDepartment of Radiation Sciences, Umeå University, Umeå, Sweden, Tommy LöfstedtDepartment of Computing Science, Umeå University, Umeå, Sweden, Laura Mora BallestarSignal Theory and Communications Department, Universitat Politècnica de Catalunya, BarcelonaTech, Barcelona, Spain, Veronica VilaplanaSignal Theory and Communications Department, Universitat Politècnica de Catalunya, BarcelonaTech, Barcelona, Spain, Hugh McHughFaculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
Radiology Department, Auckland City Hospital, Auckland, New Zealand, Gonzalo Maso TalouAuckland Bioengineering Institute, University of Auckland, New Zealand, Alan WangFaculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
Auckland Bioengineering Institute, University of Auckland, New Zealand, Jay PatelAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
Massachusetts Institute of Technology, Cambridge, MA, USA, Ken ChangAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
Massachusetts Institute of Technology, Cambridge, MA, USA, Katharina HoebelAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
Massachusetts Institute of Technology, Cambridge, MA, USA, Mishka GidwaniAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Nishanth ArunAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Sharut GuptaAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Mehak AggarwalAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Praveer SinghAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Elizabeth R. GerstnerAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Jayashree Kalpathy-CramerAthinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA, Nicolas BoutryEPITA Research and Development Laboratory (LRDE), France, Alexis HuardEPITA Research and Development Laboratory (LRDE), France, Lasitha VidyaratneVision Lab, Electrical and Computer Engineering, Old Dominion University, Norfolk, VA 23529, USA, Md Monibor RahmanVision Lab, Electrical and Computer Engineering, Old Dominion University, Norfolk, VA 23529, USA, Khan M. IftekharuddinVision Lab, Electrical and Computer Engineering, Old Dominion University, Norfolk, VA 23529, USA, Joseph ChazalonEPITA Research and Development Laboratory (LRDE), Le Kremlin-Bicêtre, France, Elodie PuybareauEPITA Research and Development Laboratory (LRDE), Le Kremlin-Bicêtre, France, Guillaume TochonEPITA Research and Development Laboratory (LRDE), Le Kremlin-Bicêtre, France, Jun MaSchool of Science, Nanjing University of Science and Technology, Mariano CabezasResearch Institute of Computer Vision and Robotics, University of Girona, Spain, Xavier LladoResearch Institute of Computer Vision and Robotics, University of Girona, Spain, Arnau OliverResearch Institute of Computer Vision and Robotics, University of Girona, Spain, Liliana ValenciaResearch Institute of Computer Vision and Robotics, University of Girona, Spain, Sergi ValverdeResearch Institute of Computer Vision and Robotics, University of Girona, Spain, Mehdi AmianDepartment of Electrical and Computer Engineering, University of Tehran, Iran, Mohammadreza SoltaninejadSchool of Computer Science, University of Nottingham, UK, Andriy MyronenkoNVIDIA, Santa Clara, CA, US, Ali HatamizadehNVIDIA, Santa Clara, CA, US, Xue FengBiomedical Engineering, University of Virginia, Charlottesville, USA, Quan DouBiomedical Engineering, University of Virginia, Charlottesville, USA, Nicholas TustisonRadiology and Medical Imaging, University of Virginia, Charlottesville, USA, Craig MeyerBiomedical Engineering, University of Virginia, Charlottesville, USA
Radiology and Medical Imaging, University of Virginia, Charlottesville, USA, Nisarg A. ShahDepartment of Electrical Engineering, Indian Institute of Technology - Jodhpur, Jodhpur, India, Sanjay TalbarSGGS Institute of Engineering and Technology, Nanded, India, Marc-André WeberInstitute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, German, Abhishek MahajanTata Memorial Centre, Homi Bhabha National Institute, Mumbai, India, Andras JakabCenter for MR-Research, University Children’s Hospital Zurich, Zurich, Switzerland, Roland WiestSupport Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland
Institute for Surgical Technology and Biomechanics, University of Bern, Bern, Switzerland, Hassan M. Fathallah-ShaykhDepartment of Neurology, The University of Alabama at Birmingham, Birmingham, AL, USA, Arash NazeriDepartment of Radiology, Washington University, St. Louis, MO, USA, Mikhail MilchenkoDepartment of Radiology, Washington University, St. Louis, MO, USA
Neuroimaging Informatics and Analysis Center, Washington University, St. Louis, MO, USA, Daniel MarcusDepartment of Radiology, Washington University, St. Louis, MO, USA
Neuroimaging Informatics and Analysis Center, Washington University, St. Louis, MO, USA, Aikaterini KotrotsouDepartment of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA, Rivka ColenDepartment of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA, John FreymannLeidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA, Justin KirbyLeidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA, Christos DavatzikosCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA
Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA, Bjoern MenzeDepartment of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
Department of Informatics, Technical University of Munich, Munich, Germany, Spyridon BakasCenter for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA
Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA, Yarin GalOxford Applied and Theoretical Machine Learning (OATML) Group, University of Oxford, Oxford, England, Tal ArbelCentre for Intelligent Machines (CIM), McGill University, Montreal, QC, Canada
MILA - Quebec Artificial Intelligence Institute, Montreal, QC, Canada
Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT
2022/08/18Sam EllisKing’s College London, UK, Octavio Martinez ManzaneraKing’s College London, UK, Vasileios BaltatzisKing’s College London, UK
Imperial College London, UK, Ibrahim NawazKing’s College London, Arjun NairUniversity College London, UK, Loic Le FolgocImperial College London, UK, Sujal DesaiThe Royal Brompton & Harefield NHS Foundation Trust, UK, Ben GlockerImperial College London, UK, Julia A SchnabelKing’s College London, UK
Helmholtz Center Munich, Germany
Technical University of Munich, Germany
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
2022/08/18Karin StackeDepartment of Science and Technology (ITN), Linköping University, Sweden
Sectra AB, Linköping, Jonas UngerDepartment of Science and Technology (ITN), Linköping University, Sweden
Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden, Claes LundströmDepartment of Science and Technology (ITN), Linköping University, Sweden
Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden
Sectra AB, Linköping, Gabriel EilertsenDepartment of Science and Technology (ITN), Linköping University, Sweden
Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden
Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy
2022/07/05Kasra ArnavazUniversity of Copenhagen, Denmark, Oswin KrauseUniversity of Copenhagen, Denmark, Kilian ZepfTecnhical University of Denmark, Lyngby, Jakob Andreas BærentzenTecnhical University of Denmark, Lyngby, Jelena M. KrivokapicUniversity of Copenhagen, Denmark, Silja HeilmannUniversity of Copenhagen, Denmark, Pia NyengRoskilde University College, Denmark, Aasa FeragenTecnhical University of Denmark, Lyngby
Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis
2022/06/23Nalini M. SinghMassachusetts Institute of Technology, Juan Eugenio IglesiasMassachusetts General Hospital
Harvard Medical School
University College London
Massachusetts Institute of Technology, Elfar AdalsteinssonMassachusetts Institute of Technology, Adrian V. DalcaMassachusetts General Hospital
Harvard Medical School
Massachusetts Institute of Technology, Polina GollandMassachusetts Institute of Technology
Computing Multiple Image Reconstructions with a Single Hypernetwork
2022/06/16Alan Q. WangCornell Tech, New York
Weill Cornell Medical School, New York, Adrian V. DalcaMassachusetts Institute of Technology
Massachusetts General Hospital,, Mert R. SabuncuCornell Tech, New York
Weill Cornell Medical School, New York
Ralf RaumannsFontys University of Applied Scienc
Eindhoven University of Technology, Gerard SchoutenFontys University of Applied Scienc
Eindhoven University of Technology, Max JoostenEindhoven University of Technology, Josien P. W. PluimEindhoven University of Technology, Veronika CheplyginaIT University of Copenhagen
Razvan V. MarinescuCentre for Medical Image Computing, University College London, UKRazvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, [...] Polina Golland, Stefan Klein, Daniel C. Alexander
Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA, Neil P. OxtobyCentre for Medical Image Computing, University College London, UK, Alexandra L. YoungCentre for Medical Image Computing, University College London, UK
Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK, Esther E. BronBiomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Netherlands, Arthur W. TogaLaboratory of NeuroImaging, University of Southern California, USA, Michael W. WeinerCenter for Imaging of Neurodegenerative Diseases, University of California San Francisco, USA, Frederik BarkhofCentre for Medical Image Computing, University College London, UK
Department of Radiology and Nuclear Medicine, VU Medical Centre, Netherlands
Dementia Research Centre and the UK Dementia Research Institute, UCL Queen Square Institute of Neurology, UK, Nick C. FoxDementia Research Centre and the UK Dementia Research Institute, UCL Queen Square Institute of Neurology, UK, Arman EshaghiQueen Square Multiple Sclerosis Centre, UCL Queen Square Institute of Neurology, UK
Centre for Medical Image Computing, University College London, UK, Tina ToniAuthor not affiliated with any research institution, Marcin SalaterskiAuthor not affiliated with any research institution, Veronika LuninaAuthor not affiliated with any research institution, Manon AnsartInstitut du Cerveau et de la Moelle épinière, Paris, France, Stanley DurrlemanInstitut du Cerveau et de la Moelle épinière, Paris, France, Pascal LuInstitut du Cerveau et de la Moelle épinière, Paris, France, Samuel IddiAlzheimer's Therapeutic Research Institute, University of Southern California, USA
Department of Statistics and Actuarial Science, University of Ghana, Ghana, Dan LiAlzheimer's Therapeutic Research Institute, University of Southern California, USA, Wesley K. ThompsonDepartment of Family Medicine and Public Health, University of California San Diego, USA, Michael C. DonohueAlzheimer's Therapeutic Research Institute, University of Southern California, USA, Aviv NahonBen Gurion University of the Negev, Beersheba, Israel, Yarden LevyBen Gurion University of the Negev, Beersheba, Israel, Dan HalbersbergBen Gurion University of the Negev, Beersheba, Israel, Mariya CohenBen Gurion University of the Negev, Beersheba, Israel, Huiling LiaoThe University of Texas Health Science Center at Houston, Houston, USA, Tengfei LiThe University of Texas Health Science Center at Houston, Houston, USA, Kaixian YuThe University of Texas Health Science Center at Houston, Houston, USA, Hongtu ZhuThe University of Texas Health Science Center at Houston, Houston, USA, José G. Tamez-PeñaInstituto Tecnológico y de Estudios Superiores de Monterrey, Monterrey, Mexico, Aya IsmailUniversity of Maryland, College Park, USA, Timothy WoodUniversity of Maryland, College Park, USA, Hector Corrada BravoUniversity of Maryland, College Park, USA, Minh NguyenNational University of Singapore, Singapore, Singapore, Nanbo SunNational University of Singapore, Singapore, Singapore, Jiashi FengNational University of Singapore, Singapore, Singapore, B.T. Thomas YeoNational University of Singapore, Singapore, Singapore, Gang ChenMedical College of Wisconsin, Milwaukee, USA, Ke QiEmory University, Atlanta, USA, Shiyang ChenEmory University, Atlanta, USA
Georgia Institute of Technology, Atlanta, USA, Deqiang QiuEmory University, Atlanta, USA
Georgia Institute of Technology, Atlanta, USA, Ionut BuciumanVasile Lucaciu National College, Baia Mare, Romania, Alex KelnerVasile Lucaciu National College, Baia Mare, Romania, Raluca PopVasile Lucaciu National College, Baia Mare, Romania, Denisa RimoceaVasile Lucaciu National College, Baia Mare, Romania, Mostafa M. GhaziBiomediq A/S, Denmark
Cerebriu A/S, Denmark
University of Copenhagen, Denmark
Centre for Medical Image Computing, University College London, UK, Mads NielsenBiomediq A/S, Denmark
Cerebriu A/S, Denmark
University of Copenhagen, Denmark, Sebastien OurselinSchool of Biomedical Engineering and Imaging Sciences, King's College London, UK
Centre for Medical Image Computing, University College London, UK, Lauge SørensenBiomediq A/S, Denmark
Cerebriu A/S, Denmark
University of Copenhagen, Denmark, Vikram VenkatraghavanBiomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Netherlands, Keli LiuGenentech, USA, Christina RabeGenentech, USA, Paul ManserGenentech, USA, Steven M. HillMRC Biostatistics Unit, University of Cambridge, UK, James HowlettMRC Biostatistics Unit, University of Cambridge, UK, Zhiyue HuangMRC Biostatistics Unit, University of Cambridge, UK, Steven KiddleMRC Biostatistics Unit, University of Cambridge, UK, Sach MukherjeeGerman Center for Neurodegenerative Diseases, Bonn, Germany, Anaïs RouanetMRC Biostatistics Unit, University of Cambridge, UK, Bernd TaschlerGerman Center for Neurodegenerative Diseases, Bonn, Germany, Brian D. M. TomMRC Biostatistics Unit, University of Cambridge, UK, Simon R. WhiteMRC Biostatistics Unit, University of Cambridge, UK, Noel FauxIBM Research Australia, Melbourne, Australia, Suman SedaiIBM Research Australia, Melbourne, Australia, Javier de Velasco OriolInstituto Tecnológico y de Estudios Superiores de Monterrey, Monterrey, Mexico, Edgar E. V. ClementeInstituto Tecnológico y de Estudios Superiores de Monterrey, Monterrey, Mexico, Karol EstradaBrandeis University, Waltham, USA
Department of Statistical Genetics, Biomarin, San Rafael, USA, Leon AksmanCentre for Medical Image Computing, University College London, UK, Andre AltmannCentre for Medical Image Computing, University College London, UK, Cynthia M. StonningtonMayo Clinic, Scottsdale, AZ, USA, Yalin WangSchool of Computing, Informatics and Decision Systems Engineering, Arizona State University, Tempe, USA, Jianfeng WuSchool of Computing, Informatics and Decision Systems Engineering, Arizona State University, Tempe, USA, Vivek DevadasBanner Alzheimer's Institute, Phoenix, USA, Clementine FourrierInstitut du Cerveau et de la Moelle épinière, Paris, France, Lars Lau RaketH. Lundbeck A/S, Denmark
Clinical Memory Research Unit, Department of Clinical Sciences Malmo, Lund University, Lund, Sweden, Aristeidis SotirasCenter for Biomedical Image Computing and Analytics, University of Pennsylvania, Guray ErusCenter for Biomedical Image Computing and Analytics, University of Pennsylvania, Jimit DoshiCenter for Biomedical Image Computing and Analytics, University of Pennsylvania, Christos DavatzikosCenter for Biomedical Image Computing and Analytics, University of Pennsylvania, Jacob VogelMcGill University, Montreal, Canada, Andrew DoyleMcGill University, Montreal, Canada, Angela TamMcGill University, Montreal, Canada, Alex Diaz-PapkovichMcGill University, Montreal, Canada, Emmanuel JammehUniversity of Plymouth, UK, Igor KovalInstitut du Cerveau et de la Moelle épinière, Paris, France, Paul MooreMathematical Institute, University of Oxford, UK, Terry J. LyonsMathematical Institute, University of Oxford, UK, John GallacherDepartment of Psychiatry, University of Oxford, UK, Jussi TohkaA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Finland, Robert CiszekA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Finland, Bruno JedynakPortland State University, Portland, USA, Kruti PandyaPortland State University, Portland, USA, Murat BilgelLaboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA, William EngelsPortland State University, Portland, USA, Joseph ColePortland State University, Portland, USA, Polina GollandComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA, Stefan KleinBiomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Netherlands, Daniel C. AlexanderCentre for Medical Image Computing, University College London, UK, The EuroPOND Consortium Author not affiliated with any research institution, The Alzheimer's Disease Neuroimaging Initiative Author not affiliated with any research institution
Tristan M. GottschalkFriedrich-Alexander-Universität Erlangen-Nürnberg
Siemens Healthcare GmbH, Andreas MaierFriedrich-Alexander-Universität Erlangen-Nürnberg, Florian KordonFriedrich-Alexander-Universität Erlangen-Nürnberg
Siemens Healthcare GmbH, Björn W. KreherSiemens Healthcare GmbH
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data
2021/10/27Ayaan HaqueSaratoga High School, Saratog, Abdullah-Al-Zubaer ImranStanford University, Stanford, Adam WangStanford University, Stanford, Demetri TerzopoulosUniversity of California, Los Angeles
VoxelCloud, Inc., Los Angeles
Elisa ChotzoglouImperial College London, UK, Thomas DayKing’s College London, UK, Jeremy TanImperial College London, UK, Jacqueline MatthewKing’s College London, UK, David LloydKing’s College London, UK, Reza RazaviKing’s College London, UK, John SimpsonKing’s College London, UK, Bernhard KainzImperial College London, UK
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow
2021/09/03Sergiu MocanuRyerson University, Toronto, Alan R. MoodyUniversity of Toronto, April KhademiRyerson University, Toronto
St. Michael’s Hospital, Unity Health Network, Toronto
Institute for Biomedical Engineering, Science and Technology (iBEST)
PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI
2021/04/16Tomer WeissComputer Science, Technion, Haifa, Israel, Ortal SenoufComputer Science, Technion, Haifa, Israel, Sanketh VedulaComputer Science, Technion, Haifa, Israel, Oleg MichailovichElectrical and Computer Engineering, Waterloo University, Canada, Michael ZibulevskyComputer Science, Technion, Haifa, Israel, Alex BronsteinComputer Science, Technion, Haifa, Israel
COVID-19 Image Data Collection: Prospective Predictions are the Future
2020/12/15Joseph Paul CohenMila, University of Montreal, Paul MorrisonMila, Fontbonne University, Lan DaoDepartment of Medicine, Mila, University of Montreal, Karsten RothVector
Mila
Heidelberg University, Tim DuongStony Brook Medicine, Marzyeh GhassemVector, University of Toronto