Search Results for author:
Found 6 papers, 1 papers with code
Entity Anchored ICD Coding
Medical coding is a complex task, requiring assignment of a subset of over 72, 000 ICD codes to a patient's notes.
Learning to Revise References for Faithful Summarization
In real-world scenarios with naturally occurring datasets, reference summaries are noisy and may contain information that cannot be inferred from the source text.
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes
The records of a clinical encounter can be extensive and complex, thus placing a premium on tools that can extract and summarize relevant information.
A Prioritization Model for Suicidality Risk Assessment
We reframe suicide risk assessment from social media as a ranking problem whose goal is maximizing detection of severely at-risk individuals given the time available.
Assigning Medical Codes at the Encounter Level by Paying Attention to Documents
The vast majority of research in computer assisted medical coding focuses on coding at the document level, but a substantial proportion of medical coding in the real world involves coding at the level of clinical encounters, each of which is typically represented by a potentially large set of documents.
Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings
We report on the creation of a dataset for studying assessment of suicide risk via online postings in Reddit.
