معرفی
Dr. Rittika Shamsuddin is an Assistant Professor in the Department of Computer Science at Oklahoma State University. She holds a PhD in Computer Science from The University of Texas at Dallas and a BA in Computer Science and Biology from Mount Holyoke College. Her research focuses on improving interdisciplinary communication between computational fields and healthcare/biology through machine learning and algorithm development. Key areas include healthcare data analysis platforms, explainable AI, and addressing challenges like data scarcity and privacy in medical applications.
Education:
- PhD, Computer Science & Data Science, University of Texas at Dallas (2013–2016)
- BA, Computer Science & Biology, Mount Holyoke College (2008–2012)
Research Interests: Dr. Shamsuddin develops tools and frameworks to bridge computational and medical domains. Her work emphasizes healthcare-specific machine learning platforms, interpretable AI systems, and solutions for data scarcity. She also explores applications in rural healthcare, disease progression modeling, and ethical AI integration in medical decision-making. Recent projects include System-of-Systems ML frameworks for XAI and synthetic data generation for rare medical conditions.
Grants & Funding:
- RET Site: SecurAIty Nexus (2024–2027)
- RET Site: Big Data & Machine Learning for Educators (2021–2024)
Labs & Teams: She leads a research group focused on healthcare AI and collaborates with medical institutions. Her lab website hosts ongoing projects and tools like CEFEs for ECG interpretability and synthetic data generation frameworks.
Rittika Shamsuddin در سایتهای دیگر
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Su-In LeeUniversity of Washington · استاد- SSharmin JahanOklahoma State University · استادیار
Lars AskerKTH Royal Institute of Technology · دانشیار
Dan SheldonUniversity of Massachusetts Amherst · استاد- FFeifan LiuUniversity of Massachusetts Chan Medical School · دانشیار
Melody SuMount Holyoke College · استادیار