Samuel Tesch
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View article: Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses
Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses Open
In the evolving landscape of clinical Natural Language Generation (NLG), assessing abstractive text quality remains challenging, as existing methods often overlook generative task complexities. This work aimed to examine the current state …
View article: Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction
Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction Open
While Large Language Models (LLMs) have showcased their potential in diverse language tasks, their application in the healthcare arena needs to ensure the minimization of diagnostic errors and the prevention of patient harm. A Medical Know…
View article: A scoping review of publicly available language tasks in clinical natural language processing
A scoping review of publicly available language tasks in clinical natural language processing Open
Objective To provide a scoping review of papers on clinical natural language processing (NLP) shared tasks that use publicly available electronic health record data from a cohort of patients. Materials and Methods We searched 6 databases, …
View article: Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Open
Applying methods in natural language processing on electronic health records (EHR) data is a growing field. Existing corpus and annotation focus on modeling textual features and relation prediction. However, there is a paucity of annotated…
View article: A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Open
Objective: to provide a scoping review of papers on clinical natural language processing (NLP) tasks that use publicly available electronic health record data from a cohort of patients. Materials and Methods: We searched six databases, inc…