Clinical Natural Language Processing Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing. July 9, 2024
Clinical Informatics | Medical Research Ontology-driven and weakly supervised rare disease identification from clinical notes. May 5, 2023
Nuclear Medicine | Radiology Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT. April 27, 2023
Computer Vision A Survey on Label-Efficient Deep Image Segmentation: Bridging the Gap Between Weak Supervision and Dense Prediction. April 7, 2023
Computer Vision | Facial Recognition | Image processing Spatio-Frequency Decoupled Weak-Supervision for Face Reconstruction. October 3, 2022
Health Informatics | Ophthalmology Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam. September 30, 2022
Natural Language Processing (NLP) Rule-Enhanced Active Learning for Semi-Automated Weak Supervision. July 18, 2022
Computer Vision | Graphics Learning to Detect 3D Symmetry From Single-View RGB-D Images With Weak Supervision. June 29, 2022
Radiology Chest X-ray Diagnostic Quality Assessment: How Much Is Pixel-wise Supervision Needed? February 4, 2022
Electronic Health Records | Machine Learning | Natural Language Processing | Psychiatry Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation. February 13, 2021
Pathology Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images. October 13, 2020
Artificial Intelligence | Computer Science Generative-Discriminative Complementary Learning. September 19, 2020