Journals
2023
2023
- Raffaele Bugiardini, Edina Cenko, Jinsung Yoon, Maria Bergami, Zorana Vasiljevic, Guiomar Mendieta, Marija Zdravkovic, Marija Vavlukis, Sasko Kedev, Davor Milicic, Lina Badimon, Olivia Manfrini, “Traditional Risk Factors and Premature Acute Coronary Syndromes in South Eastern Europe: a Multinational Cohort Study,” Lancet Regional Health - Europe, 2023. [Paper link]
- Maria Bergami, Olivia Manfrini, Stefano Nava, Gaetano Caramori, Jinsung Yoon, Lina Badimon, Edina Cenko, Antonio David, Ilir Demiri, Maria Dorobantu, Natalia Fabin, Oana Fronea, Radmilo Jankovic, Sasko Kedev, Nebojsa Ladjevic, Ratko Lasica, Goran Loncar, Giuseppe Mancuso, Guiomar Mendieta, Davor Miličić, Petra Mjehović, Marijan Pašalić, Milovan Petrović, Lidija Poposka, Marialuisa Scarpone, Milena Stefanovic, Mihaela van der Schaar, Zorana Vasiljevic, Marija Vavlukis, Maria Laura Vega Pittao, Vladan Vukomanovic , Marija Zdravkovic, Raffaele Bugiardini, “Relationship Between Azithromycin and Cardiovascular Outcomes in Unvaccinated Patients With COVID-19 and Preexissting Cardiovascular Disease,” Journal of the American Heart Association (JAHA), 2023. [Paper link]
- Edina Cenko, Olivia Manfrini, Jinsung Yoon, Mihaela van der Schaar, Maria Bergami, Zorana Vasiljevic, Guiomar Mendieta, Goran Stankovic, Marija Vavlukis, Sasko Kedev, Davor Miličić, Lina Badimon, Raffaele Bugiardini, “Sex Differences in Heart Failure Following Acute Coronary Syndromes,” Journal of the American College of Cardiology (JACC): Advances, 2023. [Paper link]
2022
2022
- Raffaele Bugiardini, Stefano Nava, Gaetano Caramori, Jinsung Yoon, Lina Badimon, Maria Bergami, Edina Cenko, Antonio David, Ilir Demiri, Maria Dorobantu, Oana Fronea, Radmilo Jankovic, Sasko Kedev, Nebojsa Ladjevic, Ratko Lasica, Goran Loncar, Giuseppe Mancuso, Guiomar Mendieta, Davor Milicic, Petra Mjehovic, Marijan Pasalic, Milovan Petrovic, Lidija Poposka, Marialuisa Scarpone, Milena Stefanovic, Mihaela van der Schaarr, Zorana Vasiljevic, Marija Vavlukis, Maria Laura Vega Pittao, Vladan Vukomanovic, Marija Zdravkovic, Olivia Manfrini, “Sex Differences and Disparities in Cardiovascular Outcomes of COVID-19,” Cardiac & Cardiovascular Systems (CVR), 2022. [Paper link]
- Thomas Tsai, Sercan Arik, Benjamin Jacobson, Jinsung Yoon, Nathanael Yoder, Dario Sava, Margaret Mitchell, Garth Graham, and Tomas Pfister, “Algorithmic Fairness in Pandemic Forecasting: Lessons from COVID-19,” Nature Digital Medicine, 2022. [Paper link]
- Raffaele Bugiardini, Jinsung Yoon, Guiomar Mendieta, Sasko Kedev, Marjia Zdravkovic, Zorana Vasilijevic, Davor Miličić, Olivia Manfrini, Mihaela van der Schaar, Chris P. Gale, Maria Bergami, Lina Badimon, Edina Cenko, “Reduced Heart Failure and Mortality in Patients Receiving Statin Therapy Before Initial Acute Coronary Syndrome,” Journal of the American College of Cardiology (JACC), 2022. [Paper link]
2021
2021
- Sercan O Arik, Joel Shor, Rajarishi Sinha, Jinsung Yoon, ... , Tomas Pfister, “A Prospective Evaluation of AI-augmented Epidemiology to Forecast COVID-19 in the USA and Japan,” Nature Digital Medicine, 2021. [Paper link]
- Maria Bergami, Edina Cenko, Jinsung Yoon, Guiomar Mendieta, Sasko Kedev, Marija Zdravkovic, Zorana Vasiljevic, Davor Miličić, Olivia Manfrini, Mihaela van der Schaar, Chris P. Gale, Lina Badimon, Raffaele Bugiardini, “Statins for Primary Prevention Among Elderly Men and Women,” Cardiovascular Research, 2021. [Paper link]
- Raffaele Bugiardini, Edina Cenko, Jinsung Yoon, Mihaela van der Schaar, Sasko Kedev, Chris P Gale, Zorana Vasiljevic, Maria Bergami, Davor Miličić, Marija Zdravkovic, Gordana Krljanac, Lina Badimon, Olivia Manfrini, “Concerns about the use of digoxin in acute coronary syndromes,” European Heart Journal - Cardiovascular Pharmacotherapy, 2021. [Paper link]
- Zorana Vasiljevic, Marialuisa Scarpone, Maria Bergami, Jinsung Yoon, Mihaela van der Schaar, Gordana Krljanac, Milika Asanin, Goran Davidovic, Stefan Simovic, Olivia Manfrini, Natasa Mickovski-Katalina, Lina Badimon, Edina Cenko, Raffaele Bugiardini, “Smoking and Sex Differences in First Manifestation of Cardiovascular Disease,” Atherosclerosis, 2021. [Paper link]
2020
2020
- Raffaele Bugiardini, Sasa Pavasovic, Jinsung Yoon, Mihaela van der Schaar, Sasko Kedev, Marjia Vavlukis, Zorana Vasiljevic, Maria Bergami, Davor Milicic, Olivia Manfrini, Edina Cenko, Lina Badimon, “Aspirin for primary prevention of ST segment elevation myocardial infarction in persons with diabetes and multiple risk factors,” Lancet EClinical Medicine, 2020. [Paper link]
- Olivia Manfrini, Jinsung Yoon, Mihaela van der Schaar, Sasko Kedev, Goran Stankovic, Davor Milicic, Zorana Vasiljevic, Lina Badimon, Edina Cenko, Raffaele Bugiardini, “Sex Differences in Modifiable Risk Factors and Severity of Coronary Artery Disease,” Journal of the American Heart Association (JAHA), 2020. [Paper link]
- Raffaele Bugiardini, Jinsung Yoon, Sasko Kedev, Goran Stankovic, Zorana Vasiljevic, Davor Milicic, Olivia Manfrini, Mihaela van der Schaar, Chris Gale, Lina Badimon, Edina Cenko, “Prior Beta-Blocker Therapy for Hypertension and Sex-Based Differences in Heart Failure Among Patients with Incident Coronary Heart Disease,” Hypertension, 2020. [Paper link]
- Jinsung Yoon, Lydia N. Drumright, Mihaela van der Schaar, “Anonymization through Data Synthesis using Generative Adversarial Networks (ADS-GAN),” IEEE Journal of Biomedical and Health Informatics (JBHI), 2020. [Paper link]
2019
2019
- Edina Cenko, Mihaela van der Schaar, Jinsung Yoon, Olivia Manfrini, Zorana Vasiljevic, Marija Vavlukis, Sasko Kedev, Davor Miličić, Lina Badimon and Raffaele Bugiardini, “Sex-Related Differences in Heart Failure After ST-Segment Elevation Myocardial Infarction,” Journal of the American College of Cardiology (JACC), 2019. [Paper link]
- Daniel Jarrett, Jinsung Yoon, Mihaela van der Schaar, “Dynamic Prediction in Clinical Survival Analysis using Temporal Convolutional Networks,” IEEE Journal of Biomedical and Health Informatics (JBHI), 2019. [Paper link]
- Changhee Lee, Jinsung Yoon, Mihaela van der Schaar, “Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis with Competing Risks based on Longitudinal Data,” IEEE Transactions on Biomedical Engineering (TBME), 2019. [Paper link] [Code link]
- Edina Cenko, Mihaela van der Schaar, Jinsung Yoon, Sasko Kedev, Marija Valvukis, Zorana Vasiljevic, Milika Ašanin, Davor Miličić, Olivia Manfrini, Lina Badimon, and Raffaele Bugiardini, “Sex-Specific Treatment Effects After Primary Percutaneous Intervention: A Study on Coronary Blood Flow and Delay to Hospital Presentation,” Journal of the American Heart Association (JAHA), 2019. [Paper link]
2018
2018
- Jinsung Yoon, William R. Zame and Mihaela van der Schaar, “Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks,” IEEE Transactions on Biomedical Engineering (TBME), 2018. [Paper link] [Code link]
- Edina Cenko, Jinsung Yoon, Sasko Kedev, Goran Stankovic, Zorana Vasiljevic, Gordana Krljanac, Oliver Kalpak, Beatrice Ricci, MD, Davor Miličić, Olivia Manfrini, Mihaela van der Schaar, Lina Badimon, Raffaele Bugiardini, “Sex Differences in Outcomes After STEMI: Effect Modification by Treatment Strategy and Age,” JAMA Internal Medicine, 2018. [Paper link]
- Jinsung Yoon, William R. Zame, Amitava Banerjee, Martin Cadeiras, Ahmed M. Alaa, Mihaela van der Schaar, “Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation,” PloS One, 2018. [Paper link] [Application link]
- Jinsung Yoon, William R. Zame and Mihaela van der Schaar, “ToPs: Ensemble Learning with Trees of Predictors,” IEEE Transactions on Signal Processing (TSP), 2018. [Paper link]
2017 & Earlier
2017 & Earlier
- Mindy K. Ross, Jinsung Yoon, Mihaela van der Schaar, “Discovering Pediatric Asthma Phenotypes Based on Response to Controller Medication Using Machine Learning,” Annals of the American Thoracic Society (ATS), 2017. [Paper link]
- Ahmed. M. Alaa, Jinsung Yoon, Scott Hu, and Mihaela van der Schaar, “Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes,” IEEE Transactions on Biomedical Engineering (TBME), 2017. [Paper link]
- Honglei Li, Kishan Sudusinghe, Yanzhou Liu, Jinsung Yoon, Mihaela van der Schaar, Erik Blasch, Shuvra S. Bhattacharyya, “Dynamic, Data-Driven Processing of Multispectral Video Streams,” IEEE Aerospace and Electronic Systems Magazine, 2017. [Paper link]
- Cem Tekin, Jinsung Yoon, Mihaela van der Schaar, “Adaptive Ensemble Learning with Confidence Bounds,” IEEE Transactions on Signal Processing (TSP), 2016. [Paper link]
- Jinsung Yoon, Camelia Davtyan, Mihaela van der Schaar, “Discovery and Clinical Decision Support for Personalized Healthcare,” IEEE Journals of Biomedical and Health Informatics (JBHI), 2016. [Paper link]