Pathology Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images. May 31, 2024
Oncology | Pathology Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: a report of the international immuno-oncology biomarker working group. August 23, 2023
Pathology Effective and Efficient Active Learning for Deep Learning Based Tissue Image Analysis. March 21, 2023
Pathology Effective active learning in digital pathology: A case study in tumor infiltrating lymphocytes. May 2, 2022
Computer Science | Oncology | Pathology Deep Learning-Based Mapping of Tumor Infiltrating Lymphocytes in Whole Slide Images of 23 Types of Cancer. March 7, 2022
Dermatology | Oncology | Pathology Automated digital TIL analysis (ADTA) adds prognostic value to standard assessment of depth and ulceration in primary melanoma. February 3, 2021
Endocrinology | Medical Informatics Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach. December 17, 2020
Digital Pathology | Oncology | Pathology Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images. July 31, 2020
Health Informatics | Machine Learning | Public Health Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records. April 20, 2020
Neurology | Oncology | Pathology Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches. March 10, 2020
Oncology | Pathology Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images. May 8, 2019
Pathology Methods for Segmentation and Classification of Digital Microscopy Tissue Images. April 22, 2019