Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals

no code implementations • 3 Dec 2018 • Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony Nguyen, Kevin Chu

Reviewing radiology reports in emergency departments is an essential but laborious task.

Classification Document Classification +3

Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach

no code implementations • WS 2018 • Thanat Chokwijitkul, Anthony Nguyen, Hamed Hassanzadeh, Siegfried Perez

Various deep learning architectures were devised and evaluated for extracting heart disease risk factors from clinical documents.

Clinical Concept Extraction Deep Learning +3

Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods

no code implementations • WS 2017 • Sarvnaz Karimi, Xiang Dai, Hamed Hassanzadeh, Anthony Nguyen

Diagnosis autocoding services and research intend to both improve the productivity of clinical coders and the accuracy of the coding.

Decision Making Deep Learning +4

Evaluation of Medical Concept Annotation Systems on Clinical Records

no code implementations • ALTA 2016 • Hamed Hassanzadeh, Anthony Nguyen, Bevan Koopman

Information Retrieval

Clinical Information Extraction Using Word Representations

no code implementations • ALTA 2015 • Shervin Malmasi, Hamed Hassanzadeh, Mark Dras

Clustering Decision Making

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine

no code implementations • ALTA 2015 • Hamed Hassanzadeh, Diego Moll{\'a}, Tudor Groza, Anthony Nguyen, Jane Hunter

Clustering Information Retrieval

UQeResearch: Semantic Textual Similarity Quantification

no code implementations • SEMEVAL 2015 • Hamed Hassanzadeh, Tudor Groza, Anthony Nguyen, Jane Hunter

Semantic Textual Similarity