Divya Shanmugam
- Data Augmentation for Electrocardiograms
2022/04/09 by Aniruddh Raghu, Raghu, Aniruddh, Divya Shanmugam +7 · 2 citations
Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG)
- Multiple Instance Learning for ECG Risk Stratification
2018/12/02 by Divya Shanmugam, Shanmugam, Divya, Davis Blalock +3 · 1 citation
Medicine · #Cardiac Imaging and Diagnostics #Cardiac electrophysiology and arrhythmias #ECG Monitoring and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Quantifying disparities in intimate partner violence: a machine learning method to correct for underreporting
2021/10/08 by Divya Shanmugam, Shanmugam, Divya, Hou, Kaihua +1 · 1 citation
Computer Science · Medicine · #Computers and Society (cs.CY) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infections and Vectors
- Learning Disease Progression Models That Capture Health Disparities
2024/12/20 by Erica Chiang, Divya Shanmugam, Chiang, Erica +12 · 1 voice · 2 citations
Medicine · Computer Science · #Chronic Disease Management Strategies #Machine Learning in Healthcare
- Evaluating multiple models using labeled and unlabeled data
2025/01/21 by Divya Shanmugam, Shanmugam, Divya, Shuvom Sadhuka +9 · 2 voices · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Generative AI in Medicine
2024/12/13 by Divya Shanmugam, Monica Agrawal, Shanmugam, Divya +11 · 3 voices
#cs.LG #cs.AI #cs.CY #cs.HC