Cardiology | Radiology SwinUNet: a multiscale feature learning approach to cardiovascular magnetic resonance parametric mapping for myocardial tissue characterization. February 22, 2024
Pathology Deep learning based registration of serial whole-slide histopathology images in different stains. May 22, 2023
Clinical Decision Support | Data Science | Health Informatics | Internal Medicine A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. May 2, 2023
Ophthalmology Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images. April 17, 2023
Clinical Decision Support | Health Informatics | Public Health An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. January 11, 2023
Computational Pathology | Pathology | Transplant Surgery Artificial intelligence based liver portal tract region identification and quantification with transplant biopsy whole-slide images. October 20, 2022
Oncology | Pathology Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains. October 12, 2022
Cardiology | Radiology Two-Stage CNN Whole Heart Segmentation Combining Image Enhanced Attention Mechanism and Metric Classification. September 29, 2022
Cardiology | Radiology A deep learning approach to real-time volumetric measurements without image reconstruction for cardiovascular magnetic resonance. September 16, 2022
Oncology | Pathology A Spatial Attention Guided Deep Learning System for Prediction of Pathological Complete Response Using Breast Cancer Histopathology Images. August 13, 2022
Artificial Intelligence | Medical Imaging | Ophthalmology MultiHeadGAN: A deep learning method for low contrast retinal pigment epithelium cell segmentation with fluorescent flatmount microscopy images. May 26, 2022
Pathology Foveal Blur-Boosted Segmentation of Nuclei in Histopathology Images with Shape Prior Knowledge and Probability Map Constraints. June 3, 2021