Sooyong Jang

University of Pennsylvania — United States

Medicine · Health Sciences

5h-index102citations14works2.72yr avg
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Research Topics

Diabetes Management and Research(4), Anomaly Detection Techniques and Applications(4), Diabetes and associated disorders(3), Adversarial Robustness in Machine Learning(3), Machine Learning and Data Classification(3)

Publications14 total

Oxygen Saturation Targeting for Infants with Bronchopulmonary Dysplasia: A Pilot Randomized Trial
Annals of the American Thoracic Society·2025· 3 cited
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees
arXiv (Cornell University)·2024Open Access
Development of oculomics artificial intelligence for cardiovascular risk factors: A case study in fundus oculomics for HbA1c assessment and clinically relevant considerations for clinicians
Asia-Pacific Journal of Ophthalmology·2024· 5 citedOpen Access
Prolonged Use of an Automated Insulin Delivery System Improves Sleep in Long-Standing Type 1 Diabetes Complicated by Impaired Awareness of Hypoglycemia
Journal of Diabetes Science and Technology·2023· 10 citedOpen Access
Automated Insulin Delivery for Hypoglycemia Avoidance and Glucose Counterregulation in Long-Standing Type 1 Diabetes with Hypoglycemia Unawareness
Diabetes Technology & Therapeutics·2023· 35 citedOpen Access
0585 Use of a Hybrid Closed Loop Insulin Delivery System Improves Sleep and Glycemic Control in Adults with Long-Standing Type 1 Diabetes and Hypoglycemia Unawareness
SLEEP·2022Open Access
FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data
2021
Improving Classifier Confidence using Lossy Label-Invariant Transformations
ScholarlyCommons (University of Pennsylvania)·2021
Confidence Calibration with Bounded Error Using Transformations
arXiv (Cornell University)·2021· 2 citedOpen Access
Characterizing Glycemic Control and Sleep in Adults with Long-Standing Type 1 Diabetes and Hypoglycemia Unawareness Initiating Hybrid Closed Loop Insulin Delivery
Journal of Diabetes Research·2021· 23 citedOpen Access
Improving Classifier Confidence using Lossy Label-Invariant Transformations
arXiv (Cornell University)·2020· 2 citedOpen Access
VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems
arXiv (Cornell University)·2020· 8 citedOpen Access
Reducing pulse oximetry false alarms without missing life‐threatening events
Smart Health·2018· 14 cited
Hierarchical Slow-Feature Models of Gesture Conversation.
Cognitive Science·2012

Frequent Co-authors

James Weimer(11), Insup Lee(11), Amy J. Peleckis(4), Susan Kohl Malone(4), Namni Goel(4), Anneliese J. Flatt(3), Austin Matus(3), Laura Grunin(3), Gary Yu(3), Michael R. Rickels(3), Radoslav Ivanov(3), Kuk Jin Jang(2), Seongjin Lee(2), Cornelia Dalton-Bakes(1), Huong-Lan Nguyen(1), Sarah Ilany(1), Michael R. Rickels(1), Hung Viet Nguyen(1), Christopher P. Bonafide(1), Yiannis Kantaros(1)