Showing 1–20 of 78 results
/ Date/ Name
Nov 19, 2018DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographsApr 19, 2022LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curationApr 20, 2022Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotationsSep 6, 2019Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical recordsDec 23, 2019BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scaleOct 9, 2020Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)Nov 9, 2020Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degenerationMay 10, 2023Benchmarking large language models for biomedical natural language processing applications and recommendationsSep 27, 2022LitCovid in 2022: an information resource for the COVID-19 literatureSep 20, 2024Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in OphthalmologyOct 1, 2024LEME: Open Large Language Models for Ophthalmology with Advanced Reasoning and Clinical ValidationDec 2, 2018A multi-task deep learning model for the classification of Age-related Macular DegenerationOct 22, 2018BioSentVec: creating sentence embeddings for biomedical textsSep 23, 2024AI Workflow, External Validation, and Development in Eye Disease DiagnosisJan 20, 2025Can OpenAI o1 Reason Well in Ophthalmology? A 6,990-Question Head-to-Head Evaluation StudyNov 30, 2022AIONER: All-in-one scheme-based biomedical named entity recognition using deep learningOct 17, 2024MedINST: Meta Dataset of Biomedical InstructionsNov 8, 2024Humans and Large Language Models in Clinical Decision Support: A Study with Medical CalculatorsMar 13, 2025MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model EvaluationApr 13, 2025Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation