Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies

Data-efficient and weakly supervised computational pathology on whole-slide images

(2021) Ming Y. Lu et al.   Nature Biomedical Engineering

A Changing Paradigm in Heart Transplantation: An Integrative Approach for Invasive and Non-Invasive Allograft Rejection Monitoring

(2021) Alessia Giarraputo et al.   Biomolecules

An automated computational image analysis pipeline for histological grading of cardiac allograft rejection

(2021) Eliot G Peyster et al.   EUROPEAN HEART JOURNAL

AI-based pathology predicts origins for cancers of unknown primary

(2021) Ming Y. Lu et al.   NATURE

Retinal detection of kidney disease and diabetes

(2021) Akinori Mitani et al.   Nature Biomedical Engineering

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

(2020) Wouter Bulten et al.   LANCET ONCOLOGY

International evaluation of an AI system for breast cancer screening

(2020) Scott Mayer McKinney et al.   NATURE

Video-based AI for beat-to-beat assessment of cardiac function

(2020) David Ouyang et al.   NATURE

A deep learning model to predict RNA-Seq expression of tumours from whole slide images

(2020) Benoît Schmauch et al.   Nature Communications

Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis

(2020) Davood Karimi et al.   MEDICAL IMAGE ANALYSIS

Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis

(2020) Richard J. Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

(2019) Po-Hsuan Cameron Chen et al.   NATURE MEDICINE

Heart Disease and Stroke Statistics—2018 Update: A Report From the American Heart Association

(2018) Emelia J. Benjamin et al.   CIRCULATION

Imbalanced Deep Learning by Minority Class Incremental Rectification

(2018) Qi Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Serum exosomal protein profiling for the non-invasive detection of cardiac allograft rejection

(2018) Peter J. Kennel et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissue

(2018) Jeffrey J. Nirschl et al.   PLoS One

Advanced Morphologic Analysis for Diagnosing Allograft Rejection

(2018) Eliot G. Peyster et al.   TRANSPLANTATION

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Building a tissue-based molecular diagnostic system in heart transplant rejection: The heart Molecular Microscope Diagnostic (MMDx) System

(2017) Philip F. Halloran et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

The Registry of the International Society for Heart and Lung Transplantation: Thirty-fourth Adult Heart Transplantation Report—2017; Focus Theme: Allograft ischemic time

(2017) Lars H. Lund et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Epidemiology and aetiology of heart failure

(2016) Boback Ziaeian et al.   Nature Reviews Cardiology

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

MicroRNAs as non-invasive biomarkers of heart transplant rejection

(2014) J.-P. Duong Van Huyen et al.   EUROPEAN HEART JOURNAL

Circulating Cell-Free DNA Enables Noninvasive Diagnosis of Heart Transplant Rejection

(2014) I. De Vlaminck et al.   Science Translational Medicine

Usefulness of routine surveillance endomyocardial biopsy 6 months after heart transplantation

(2012) Carlos M. Orrego et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Concordance Among Pathologists in the Second Cardiac Allograft Rejection Gene Expression Observational Study (CARGO II)

(2012) Maria G. Crespo-Leiro et al.   TRANSPLANTATION

Cardiac allograft vasculopathy: current knowledge and future direction

(2011) Monica Colvin-Adams et al.   CLINICAL TRANSPLANTATION

A web-based pilot study of inter-pathologist reproducibility using the ISHLT 2004 working formulation for biopsy diagnosis of cardiac allograft rejection: The European experience

(2011) Annalisa Angelini et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

The International Society of Heart and Lung Transplantation Guidelines for the care of heart transplant recipients

(2010) Maria Rosa Costanzo et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Cardiovascular Mortality Among Heart Transplant Recipients With Asymptomatic Antibody-Mediated or Stable Mixed Cellular and Antibody-Mediated Rejection

(2009) Abdallah G. Kfoury et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Noninvasive Prediction of Organ Graft Rejection and Outcome Using Gene Expression Patterns

(2009) Dany Anglicheau et al.   TRANSPLANTATION

Global Observatory and Database on Donation and Transplantation: World Overview on Transplantation Activities

(2009) R. Matesanz et al.   TRANSPLANTATION PROCEEDINGS