All publications
54 papers

March 2023 issue
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
2023/02/27February 2023 issue
Bastian 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
2023/02/03January 2023 issue
Seung Su YoonPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
Magnetic Resonance, Siemens Healthcare GmbH et al.
Seung Su YoonPattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
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
2023/01/18January 2023 issue
Andreanne 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

PIPPI 2021 special issue
Aya Mutaz ZeidanKing's College London et al.
Aya Mutaz ZeidanKing's College London, Paula Ramirez GillilandKing's College London, Ashay PatelKing's College London, Zhanchong OuKing's College London, Dimitra FlouriKing's College London, Nada MuftiUniversity College London, Kasia MaksymUniversity College London, Rosalind AughwaneUniversity College London, Sebastien OurselinKing's College London, Anna DavidUniversity College London, Andrew MelbourneKing's College London

Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection
2022/12/15December 2022 issue
Ishaan 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
2022/12/15December 2022 issue
Brennan 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
2022/09/13September 2022 issue
Thomas YuElectrical Engineering, Ecole Polytechnique Federale de Lausanne et al.
Thomas 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 Lausanne

Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
2022/09/04August 2022 issue
Tianyuan YaoComputer Science, Vanderbilt University et al.
Tianyuan 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 University

August 2022 issue
Raghav MehtaCentre for Intelligent Machines (CIM), McGill University, Montreal, QC, Canada 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, 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, 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
2022/08/18August 2022 issue
Sam 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
2022/08/18August 2022 issue
Karin StackeDepartment of Science and Technology (ITN), Linköping University, Sectra AB, Sweden, Jonas UngerDepartment of Science and Technology (ITN), Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden, Claes LundströmDepartment of Science and Technology (ITN), Center for Medical Image Science and Visualization (CMIV), Linköping University, Sectra AB, Sweden, Gabriel EilertsenDepartment of Science and Technology (ITN), Center for Medical Image Science and Visualization (CMIV), Linköping University, Sweden

Distributionally Robust Deep Learning using Hardness Weighted Sampling
2022/07/18PIPPI 2021 special issue
Lucas FidonShool of Biomedical Engineering & Imaging Sciences, King's College London et al.
Lucas FidonShool of Biomedical Engineering & Imaging Sciences, King's College London, Michael AertsenDepartment of Radiology, University Hospitals Leuven, Thomas DeprestDepartment of Radiology, University Hospitals Leuven, Doaa EmamDepartment of Obstetrics and Gynaecology, University Hospitals Leuven, Frédéric GuffensDepartment of Radiology, University Hospitals Leuven, Nada MuftiSchool of Biomedical Engineering & Imaging Sciences, King’s College London, Esther Van ElslanderDepartment of Radiology, University Hospitals Leuven, Ernst SchwartzDepartment of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Michael EbnerSchool of Biomedical Engineering & Imaging Sciences, King’s College London, Daniela PrayerDepartment of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Gregor KasprianDepartment of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Anna L DavidInstitute for Women’s Health, University College London, Andrew MelbourneSchool of Biomedical Engineering & Imaging Sciences, King’s College London, Sébastien OurselinSchool of Biomedical Engineering & Imaging Sciences, King’s College London, Jan DeprestDepartment of Obstetrics and Gynaecology, University Hospitals Leuven, Georg LangsDepartment of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Tom VercauterenSchool of Biomedical Engineering & Imaging Sciences, King’s College London

Multi-Atlas Segmentation and Spatial Alignment of the Human Embryo in First Trimester 3D Ultrasound
2022/07/14PIPPI 2021 special issue
Wietske A.P. BastiaansenErasmus MC, Melek RousianErasmus MC, Régine P.M. Steegers-TheunissenErasmus MC, Wiro J. NiessenErasmus MC, Anton H.J. KoningErasmus MC, Stefan KleinErasmus MC

Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy
2022/07/05June 2022 issue
Kasra 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

Distributional Gaussian Processes Layers for Out-of-Distribution Detection
2022/06/29IPMI 2021 special issue
Sebastian G. PopescuImperial College London, David J. SharpImperial College London, James H. ColeUniversity College London, Konstantinos KamnitsasImperial College London, Ben GlockerImperial College London

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis
2022/06/23June 2022 issue
Nalini 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
2022/06/16June 2022 issue
Alan 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

IPMI 2021 special issue
Kristen M. CampbellUniversity of Utah, Salt Lake City, Haocheng DaiUniversity of Utah, Salt Lake City, Zhe Su University of California Los Angeles, Martin BauerFlorida State University, Tallahassee, P. Thomas FletcherUniversity of Virginia, Charlottesville, Sarang C. JoshiUniversity of Utah, Salt Lake City

Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection
2022/04/27IPMI 2021 special issue
Haleh AkramiUniversity of Southern California, Anand JoshiUniversity of Southern California, Sergul AydoreAmazon Web Services, Richard LeahyUniversity of Southern California

How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds
2022/04/14IPMI 2021 special issue
Pierre-Louis AntonsantiUniversite de Paris
GE Healthcare, Thomas BenseghirGE Healthcare, Vincent JugnonGE Healthcare, Mario GhosnMemorial Sloan Kettering Cancer Center, Perrine ChassatLaboratoire de Mathématiques et Modélisation d’Évry, Joan GlaunèsUniversite de Paris, Irène KaltenmarkUniversite de Paris

Learning the Effect of Registration Hyperparameters with HyperMorph
2022/04/07IPMI 2021 special issue
Andrew HoopesMassachusetts General Hospital, Malte HoffmannMassachusetts General Hospital
Harvard Medical School, Douglas N. GreveMassachusetts General Hospital
Harvard Medical School, Bruce FischlMassachusetts General Hospital
Harvard Medical School
Massachusetts Institute of Technology, John GuttagMassachusetts Institute of Technology, Adrian V. DalcaMassachusetts General Hospital
Harvard Medical School
Massachusetts Institute of Technology

IPMI 2021 special issue
Shaheer U. SaeedUniversity College London et al.
Shaheer U. SaeedUniversity College London, Wen YanUniversity College London, Yunguan FuUniversity College London
InstaDeep, Francesco GigantiUniversity College London, Qianye YangUniversity College London, Zachary M. C. BaumUniversity College London, Mirabela RusuStanford University, Richard E. FanStanford University, Geoffrey A. SonnStanford University, Mark EmbertonUniversity College London, Dean C. BarrattUniversity College London, Yipeng HuUniversity College London

December 2021 issue
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

December 2021 issue
Razvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, [...] Polina Golland, Stefan Klein, Daniel C. Alexander
Razvan V. MarinescuCentre for Medical Image Computing, University College London, UK
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

December 2021 issue
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

UNSURE2020 special issue
Daniel GrzechImperial College London, UK, Mohammad Farid AzampourImperial College London, UK
Technische Universität München, Germany
Sharif University of Technology, Tehran, Iran, Huaqi QiuImperial College London, UK, Ben GlockerImperial College London, UK, Bernhard KainzImperial College London, UK
Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany, Loïc Le FolgocImperial College London, UK

Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data
2021/10/27October 2021 issue
Ayaan HaqueSaratoga High School, Saratog, Abdullah-Al-Zubaer ImranStanford University, Stanford, Adam WangStanford University, Stanford, Demetri TerzopoulosUniversity of California, Los Angeles
VoxelCloud, Inc., Los Angeles

September 2021 issue
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

A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation
2021/09/28UNSURE2020 special issue
Robin CamarasaErasmus MC, Rotterdam, Daniel BosErasmus MC, Rotterdam, Jeroen HendrikseUniversity Medical Center Utrecht, Paul NederkoornAcademic Medical Center University of Amsterdam, M. Eline Kooi CARIM School for Cardiovascular Diseases, Maastricht University Medical Center, Aad van der LugtErasmus MC, Rotterdam, Marleen de BruijneErasmus MC, Rotterdam
University of Copenhagen, Denmark

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization
2021/09/24UNSURE2020 special issue
Franz ThalerMedical University of Graz, Austria, Christian PayerGraz University of Technology, Austria, Martin UrschlerThe University of Auckland, New Zealand, Darko ŠternMedical University of Graz, Austria

A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality
2021/09/07MIDL 2020 special issue
Richard ShawUniversity College London, UK, Carole H. SudreKing’s College London, UK, Sebastien OurselinKing’s College London, UK, M. Jorge CardosoKing’s College London, UK, Hugh G. PembertonUniversity College London, UK

FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow
2021/09/03September 2021 issue
Sergiu 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)

Recalibration of Aleatoric and EpistemicRegression Uncertainty in Medical Imaging
2021/04/28MIDL 2020 special issue
Max-Heinrich LavesInstitute of Medical Technology and Intelligent Systems, Hamburg University of Technology
Institute of Mechatronic Systems, Leibniz Universit ̈at Hannover, Sontje IhlerInstitute of Mechatronic Systems, Leibniz Universit ̈at Hannover, Jacob F. FastInstitute of Mechatronic Systems, Leibniz Universit ̈at Hannover
Hannover Medical School, Lüder A. KahrsCentre for Image Guided Innovation and Therapeutic Intervention, The Hospital for Sick Children, Toronto
Department of Mathematical and Computational Sciences, University of Toronto Mississauga, Tobias OrtmaierInstitute of Mechatronic Systems, Leibniz Universit ̈at Hannover

Adversarial Robust Training of Deep Learning MRI Reconstruction Models
2021/04/28MIDL 2020 special issue
Francesco CaliváCenter for Intelligent Imaging (CI2), University of California, San Francisco, Kaiyang ChengCenter for Intelligent Imaging (CI2), University of California, San Francisco
Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Rutwik ShahCenter for Intelligent Imaging (CI2), University of California, San Francisco, Valentina PedoiaCenter for Intelligent Imaging (CI2), University of California, San Francisco

PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI
2021/04/16April 2021 issue
Tomer 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

Locally orderless tensor networks for classifying two- and three-dimensional medical images
2021/03/23MIDL 2020 special issue
Raghavendra SelvanDepartment of Computer Science, University of Copenhagen, Denmark
Department of Neuroscience, University of Copenhagen, Denmark, Silas ØrtingDepartment of Computer Science, University of Copenhagen, Denmark, Erik B DamDepartment of Computer Science, University of Copenhagen, Denmark

PathologyGAN: Learning deep representations of cancer tissue
2021/03/22MIDL 2020 special issue
Adalberto Claudio QuirosSchool of Computing Science, University of Glasgow, Roderick Murray-SmithSchool of Computing Science, University of Glasgow, Ke YuanSchool of Computing Science, University of Glasgow

Probabilistic dipole inversion for adaptive quantitative susceptibility mapping
2021/03/12MIDL 2020 special issue
Jinwei Zhang Cornell University, Ithaca
Weill Medical College of Cornell University, New York, Hang Zhang Cornell University, Ithaca
Weill Medical College of Cornell University, New York, Mert Sabuncu Cornell University, Ithaca
Weill Medical College of Cornell University, New York, Pascal SpincemailleWeill Medical College of Cornell University, New York, Thanh NguyenWeill Medical College of Cornell University, New York, Yi WangCornell University, Ithac
Weill Medical College of Cornell University, New York

COVID-19 Image Data Collection: Prospective Predictions are the Future
2020/12/15December 2020 issue
Joseph 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

An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
2020/12/11MIDL 2020 special issue
Roger David Soberanis MukulTechnical University of Munich, Nassir NavabTechnical University of Munich
Johns Hopkins University, Baltimore, Shadi AlbarqouniTechnical University of Munich
Helmholtz AI, Helmholtz Center Munich