Clinically applicable deep learning for diagnosis and referral in retinal disease

• Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report

  2024 Translational Vision Science & Technology article Medicine Retinal Imaging and Analysis Open access

  7

  citations
• Medical Image Segmentation Review: The Success of U-Net

  2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent

  925

  citations
• Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans

  2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access

  16

  citations
• Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

  2023 Radiology article Computer Science Multimodal Machine Learning Applications

  107

  citations
• Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images

  2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent

  60

  citations
• Artificial Intelligence as a Diagnostic Tool in Non-Invasive Imaging in the Assessment of Coronary Artery Disease

  2023 Medical Sciences article Medicine Cardiac Imaging and Diagnostics Open access

  20

  citations
• Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer

  2023 Nature Medicine article Computer Science AI in cancer detection cited by 1 patent

  269

  citations
• Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans

  2023 SSRN Electronic Journal preprint Medicine Rheumatoid Arthritis Research and Therapies Open access

  0

  citations
• SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images

  2022 Medical Image Analysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  35

  citations
• Mixed-block neural architecture search for medical image segmentation

  2022 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access

  9

  citations
• Automated risk classification of colon biopsies based on semantic segmentation of histopathology images

  2021 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

  0

  citations
• Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

  2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  42

  citations
• Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning

  2020 Ophthalmology article Medicine Retinal Diseases and Treatments Open access

  65

  citations

13 results