Pathology Deep learning based registration of serial whole-slide histopathology images in different stains. May 22, 2023
Ophthalmology Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images. April 17, 2023
Pathology Effective and Efficient Active Learning for Deep Learning Based Tissue Image Analysis. March 21, 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
Oncology | Pathology A Spatial Attention Guided Deep Learning System for Prediction of Pathological Complete Response Using Breast Cancer Histopathology Images. August 13, 2022
Pathology Building Efficient CNN Architectures for Histopathology Images Analysis: A Case-Study in Tumor-Infiltrating Lymphocytes Classification. June 17, 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 Effective active learning in digital pathology: A case study in tumor infiltrating lymphocytes. May 2, 2022
Pathology Foveal Blur-Boosted Segmentation of Nuclei in Histopathology Images with Shape Prior Knowledge and Probability Map Constraints. June 3, 2021
Pathology | Radiology Deep-learning-based accurate hepatic steatosis quantification for histological assessment of liver biopsies. July 14, 2020