Showing 1–20 of 20 results
/ Date/ Name
May 8, 2024CARE-SD: Classifier-based analysis for recognizing and eliminating stigmatizing and doubt marker labels in electronic health records: model development and validationMay 9, 2024Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social MediaMay 29, 2024Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept StudyNov 12, 2020Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep LearningMar 30, 2024Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related DementiasSep 5, 2022Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasetsJul 25, 2025Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language modelsJan 12, 2022NeuraHealth: An Automated Screening Pipeline to Detect Undiagnosed Cognitive Impairment in Electronic Health Records with Deep Learning and Natural Language ProcessingMay 2, 2023Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studiesSep 5, 2024Recon-all-clinical: Cortical surface reconstruction and analysis of heterogeneous clinical brain MRIJun 18, 2025Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methodsMar 6, 2025HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language ModelsMay 20, 2025End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance ImagesMar 3, 2022Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no RetrainingNov 13, 2021Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health RecordsNov 16, 2024Multi Scale Graph Neural Network for Alzheimer's DiseaseFeb 13, 2025Evaluating GPT's Capability in Identifying Stages of Cognitive Impairment from Electronic Health DataOct 16, 2025Deep generative priors for 3D brain analysisMay 5, 2022Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General BrighamDec 13, 2025Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems