Oncology | Radiology | Surgery Predicting response to neoadjuvant chemotherapy for colorectal liver metastasis using deep learning on prechemotherapy cross-sectional imaging. May 7, 2024
Oncology | Pathology Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning. January 19, 2024
Radiology | Sleep Medicine Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models. August 4, 2023
Oncology | Pathology BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images. April 4, 2023
Pathology Contrastive Multiple Instance Learning: An Unsupervised Framework for Learning Slide-Level Representations of Whole Slide Histopathology Images without Labels. December 11, 2022
Pathology Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. May 5, 2022
Anesthesiology | Artificial Intelligence | Medical Imaging Identification of difficult to intubate patients from frontal face images using an ensemble of deep learning models. August 14, 2021
Pathology Deep learning predicts gene expression as an intermediate data modality to identify susceptibility patterns in Mycobacterium tuberculosis infected Diversity Outbred mice. May 17, 2021
Pathology Automatic discovery of clinically interpretable imaging biomarkers for Mycobacterium tuberculosis supersusceptibility using deep learning. November 9, 2020