Tristan Naumann

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updated a collection about 1 month ago

Biomedical

Collection

Models for biomedical research applications, such as radiology report generation and biomedical language understanding. • 10 items • Updated 2 days ago • 12

authored 5 papers about 2 months ago

Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making

Paper • 2305.17588 • Published May 27, 2023

Self-Verification Improves Few-Shot Clinical Information Extraction

Paper • 2306.00024 • Published May 30, 2023

BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

Paper • 2405.12971 • Published May 21, 2024 • 2

Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Paper • 2403.08002 • Published Mar 12, 2024

Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning

Paper • 2502.19655 • Published Feb 27

updated 5 models over 1 year ago

microsoft/BiomedNLP-BiomedELECTRA-base-uncased-abstract

Updated Nov 6, 2023 • 206

microsoft/BiomedNLP-BiomedELECTRA-large-uncased-abstract

Feature Extraction • Updated Nov 6, 2023 • 20 • 5

microsoft/BiomedNLP-BiomedBERT-large-uncased-abstract

Fill-Mask • Updated Nov 6, 2023 • 761 • 18

microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract

Fill-Mask • Updated Nov 6, 2023 • 180k • 73

microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext

Fill-Mask • Updated Nov 6, 2023 • 104k • 237

authored a paper over 1 year ago

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Paper • 2308.02180 • Published Aug 4, 2023 • 10

authored 8 papers almost 2 years ago

Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events

Paper • 2307.06439 • Published Jul 12, 2023 • 10

Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing

Paper • 2112.07869 • Published Dec 15, 2021

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Paper • 2306.00890 • Published Jun 1, 2023 • 11

Knowledge-Rich Self-Supervision for Biomedical Entity Linking

Paper • 2112.07887 • Published Dec 15, 2021

Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing

Paper • 2204.09817 • Published Apr 21, 2022 • 2

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing

Paper • 2303.00915 • Published Mar 2, 2023 • 6

What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization

Paper • 2305.07615 • Published May 12, 2023 • 1

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Paper • 2007.15779 • Published Jul 31, 2020 • 1