Search Results for author: Han-Chin Shing

Found 6 papers, 1 papers with code

Entity Anchored ICD Coding

no code implementations15 Aug 2022 Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade

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

1 code implementation13 Apr 2022 Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen McKeown, Noémie Elhadad

In real-world scenarios with naturally occurring datasets, reference summaries are noisy and may contain information that cannot be inferred from the source text.

Clinical Knowledge Contrastive Learning +1

Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes

no code implementations27 Apr 2021 Han-Chin Shing, Chaitanya Shivade, Nima Pourdamghani, Feng Nan, Philip Resnik, Douglas Oard, Parminder Bhatia

The records of a clinical encounter can be extensive and complex, thus placing a premium on tools that can extract and summarize relevant information.

Informativeness Sentence ReWriting

A Prioritization Model for Suicidality Risk Assessment

no code implementations ACL 2020 Han-Chin Shing, Philip Resnik, Douglas Oard

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

no code implementations15 Nov 2019 Han-Chin Shing, Guoli Wang, Philip Resnik

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.

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