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09/19/2023
Large Language Models as Agents in the Clinic
Recent developments in large language models (LLMs) have unlocked new op...
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08/07/2023
Extracting detailed oncologic history and treatment plan from medical oncology notes with large language models
Both medical care and observational studies in oncology require a thorou...
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06/16/2023
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes
We aimed to investigate the impact of social circumstances on cancer the...
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01/16/2023
Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine
Objective: Text mining of clinical notes embedded in electronic medical ...
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12/02/2022
Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors
Most research studying social determinants of health (SDoH) has focused ...
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10/12/2022
Developing a general-purpose clinical language inference model from a large corpus of clinical notes
Several biomedical language models have already been developed for clini...
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05/14/2020
Distilling neural networks into skipgram-level decision lists
Several previous studies on explanation for recurrent neural networks fo...
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10/16/2019
Why can't memory networks read effectively?
Memory networks have been a popular choice among neural architectures fo...
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08/29/2018
Rule induction for global explanation of trained models
Understanding the behavior of a trained network and finding explanations...
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07/03/2018
Patient representation learning and interpretable evaluation using clinical notes
We have three contributions in this work: 1. We explore the utility of a...
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11/14/2017
