Michael A. Rosenberg

17 papers Misc 1Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Encoder-Free ECG-Language Models. CoRR William Han, Tony Chen, Chaojing Duan, Xiaoyu Song, Yihang Yao, Yuzhe Yang, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2025	—	`conf`	ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling. MLHC William Han, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2025	J	`jnl`	Retrieval-Augmented Generation for Electrocardiogram-Language Models. CoRR Xiaoyu Song, William Han, Tony Chen, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2025	J	`jnl`	Signal, Image, or Symbolic: Exploring the Best Input Representation for Electrocardiogram-Language Models Through a Unified Framework. CoRR William Han, Chaojing Duan, Zhepeng Cen, Yihang Yao, Xiaoyu Song, Atharva Mhaskar, Dylan Leong, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2024	J	`jnl`	ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling. CoRR William Han, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2024	—	`conf`	Interpretation of Intracardiac Electrograms Through Textual Representations. CHIL William Han, Diana Guadalupe Gomez, Avi Alok, Chaojing Duan, Michael A. Rosenberg, Douglas Weber, Emerson Liu, Ding Zhao
2024	J	`jnl`	Interpretation of Intracardiac Electrograms Through Textual Representations. CoRR William Jongwon Han, Diana Gómez, Avi Alok, Chaojing Duan, Michael A. Rosenberg, Douglas Weber, Emerson Liu, Ding Zhao
2023	—	`conf`	Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report. ML4H@NeurIPS Jielin Qiu, Jiacheng Zhu, Shiqi Liu, William Han, Jingqi Zhang, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao
2023	Misc	`conf`	Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation. ICASSP Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Peide Huang, Michael A. Rosenberg, Douglas Weber, Emerson Liu, Ding Zhao
2023	J	`jnl`	Converting ECG Signals to Images for Efficient Image-text Retrieval via Encoding. CoRR Jielin Qiu, Jiacheng Zhu, Shiqi Liu, William Han, Jingqi Zhang, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao
2023	—	`conf`	Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL (Findings) Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao
2023	J	`jnl`	Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? CoRR Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao
2022	—	`conf`	GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction. MLHC Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A. Rosenberg, Emerson Liu, Bo Li, Ding Zhao
2022	J	`jnl`	GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction. CoRR Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A. Rosenberg, Emerson Liu, Bo Li, Ding Zhao
2022	J	`jnl`	Optimal Transport based Data Augmentation for Heart Disease Diagnosis and Prediction. CoRR Jielin Qiu, Jiacheng Zhu, Michael A. Rosenberg, Emerson Liu, Ding Zhao
2021	J	`jnl`	Assessing Prescriber Behavior with a Clinical Decision Support Tool to Prevent Drug-Induced Long QT Syndrome. Appl. Clin. Inform. Katy E. Trinkley, Jonathan Michael Pell, Dario D. Martinez, Nicola R. Maude, Gary Hale, Michael A. Rosenberg
2020	J	`jnl`	Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. BMC Medical Informatics Decis. Mak. Divneet Mandair, Premanand Tiwari, Steven Simon, Kathryn L. Colborn, Michael A. Rosenberg