A5036791766- AI in cancer detection
- Radiomics and Machine Learning in Medical Imaging
- Artificial Intelligence in Healthcare and Education
- Colorectal Cancer Screening and Detection
- Cell Image Analysis Techniques
- Digital Imaging for Blood Diseases
- Biomedical Text Mining and Ontologies
Brigham and Women's Hospital
2022-2024
Harvard University
2022-2024
Harvard–MIT Division of Health Sciences and Technology
2022
Massachusetts General Hospital
2022
Tissue phenotyping is a fundamental computational pathology (CPath) task in learning objective characterizations of histopathologic biomarkers anatomic pathology. However, whole-slide imaging (WSI) poses complex computer vision problem which the large-scale image resolutions WSIs and enormous diversity morphological phenotypes preclude data annotation. Current efforts have proposed using pretrained encoders with either transfer from natural datasets or self-supervised pretraining on...