Haoming Shi

6PUBLICATIONS
15CO-AUTHORS
Context learningEpidemiological modellingCardiology (incl. cardiovascular diseases)Pattern recognition
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Publications (6)

|Jun 08, 2026
Supervised Fine-Tuning of Large Language Models With Chain-of-Thought Reasoning for Pediatric Heart Disease Detection in Unstructured Echocardiogram Reports: Algorithm Development and Validation.

|Dec 10, 2025
Continuous Physiologic Markers of Heart Rate Variability Derived From Bedside Electrocardiogram Precede Onset of Acute Respiratory Distress Syndrome: A Physiologic Modeling Study.

Curtis E Marshall, Haoming Shi, Ayman Ali

|Mar 04, 2025
Machine Learning and Natural Language Processing to Improve Classification of Atrial Septal Defects in Electronic Health Records.

Yuting Guo, Haoming Shi, Wendy M Book

|Jan 31, 2025
A Generalized Machine Learning Model for Identifying Congenital Heart Defects (CHDs) Using ICD Codes.

Haoming Shi, Wendy M Book, Lindsey C Ivey

|Sep 08, 2023
A machine learning model for predicting congenital heart defects from administrative data.

Haoming Shi, Wendy Book, Cheryl Raskind-Hood

|Aug 07, 2023
Positive Predictive Value of <i>International Classification of Diseases, Ninth Revision, Clinical Modification</i>, and <i>International Classification of Diseases, Tenth Revision, Clinical Modification</i>, Codes for Identification of Congenital Heart Defects.

Lindsey C Ivey, Fred H Rodriguez, Haoming Shi

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Frequent Collaborators

4 joint publications

Karrie F Downing

2 joint publications

Rishikesan Kamaleswaran

1 joint publications

Fred H Rodriguez

1 joint publications

Cohen Chong