Curtis P. Langlotz
3 papers in the PaperMetrix corpus
Papers by this author
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Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning
2018 · arXiv (Cornell University)
Motivation: State-of-the-art biomedical named entity recognition (BioNER) systems often require handcrafted features specific to each entity type, such as genes, chemicals and diseases. Although recent studies explored using neural network models for BioNER to free …
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RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
2023
Dave Van Veen, Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin, Wah Chiu, Jean-Benoit Delbrouck, Juan Zambrano Chaves, Curtis Langlotz, Akshay Chaudhari, John Pauly. The 22nd Workshop on Biomedical Natural Language Processing …
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Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization
2023 · arXiv (Cornell University)
Analyzing vast textual data and summarizing key information from electronic health records imposes a substantial burden on how clinicians allocate their time. Although large language models (LLMs) have shown promise in natural language processing (NLP), …