Jiawen Deng

38PUBLICATIONS
41CO-AUTHORS
Cardiology (incl. cardiovascular diseases)Prosthetics and orthoticsNeural networksContext learningPredictive and prognostic markers
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Publications (38)

|May 02, 2026
Transesophageal echocardiography and pulmonary artery catheter use and short-term outcomes in patients undergoing coronary artery bypass surgery: A multi-center retrospective study.

|Apr 17, 2026
Comparing the Efficacy and Safety of Intra-articular Injection Treatments for Hip Osteoarthritis: A Systematic Review and Network Meta-analysis.

|Jun 26, 2025
Development of a Transfer Learning-Based, Multimodal Neural Network for Identifying Malignant Dermatological Lesions From Smartphone Images.

Jiawen Deng, Eddie Guo, Heather Jianbo Zhao

|May 29, 2025
So You've Got a High AUC, Now What? An Overview of Important Considerations when Bringing Machine-Learning Models from Computer to Bedside.

Jiawen Deng, Mohamed E Elghobashy, Kathleen Zang

|May 15, 2025
Propofol-associated Hypertriglyceridemia: Development and Multicenter Validation of a Machine-Learning-Based Prediction Tool.

Jiawen Deng, Kiyan Heybati, Keshav Poudel

|Jan 22, 2025
Development and validation of machine-learning models for predicting the risk of hypertriglyceridemia in critically ill patients receiving propofol sedation using retrospective data: a protocol.

Jiawen Deng, Kiyan Heybati, Hemang Yadav

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Frequent Collaborators

10 joint publications

Fangwen Zhou

9 joint publications

Kiyan Heybati

5 joint publications

Oswin Chang

5 joint publications

Qi Kang Zuo