2022 onwards
Published in 2022* and non special issue22 papers

Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis
2023/04/26April 2023 issue
Xiao 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
2023/04/19April 2023 issue
Ashay 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

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-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
2023/01/18January 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

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, 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
2022/09/04August 2022 issue
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 UniversityTianyuan YaoComputer Science, Vanderbilt University et al.

August 2022 issue
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
2022/08/18August 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

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

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