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个人简介
I am a PhD candidate in the Electrical and Computer Engineering Department at University of Illinois at Urbana-Champaign and very fortunate to be advised by Prof. Ravishankar K. Iyer and Prof. Zbigniew Kalbarczyk. I am a member of the DEPEND group at the Coordinated Science Lab. My broad research interests are in data analytics and learning methods with a focus in healthcare and precision medicine initatives. I also have interestes in building reliable and secure systems, and networks in cyber-physical systems domain.
Our research has thorough biological and clinical validations through collaborations and mentoring from:
Dr. Richard Weinshilboum, Dr. Liewei Wang and Dr. Krishna R. Kalari: Mayo Clinic
Prof. Derek Wildman and Prof. Gene Robinson: Carl R. Woese Institute for Genomic Biology, UIUC
Prof. Dr. Chuen Neng Lee and Dr. Kee Yuan Ngiam: National University Hospital, Singapore
As a Fellow of CompGen and the Mayo-Illinois Alliance, I have developed an analyses framework called Analytics and Machine Learning for Omics and Clinical Data (ALMOND). ALMOND jointly analyses omics, socio-demographic and longitduinal electronic health records data to generate actionable intelligence. This is a piece of knowledge with high confidence and accuracy which can be used to tailor diagnosis/therapeutic choices or inform candidates for laboratory experiments leading to discovery of novel biomarkers/disease biology. My work involves close collaboration with biologists, clinicians and surgeons, and comprises breadth in terms of disease and data types, and depth in terms of the analytics need to analyze a broad variety of data.
I had the opportunity to work with Dr. Alexander Clemm (Summer 2010) and Dr. Rajeev Koodli (Summer 2012 and 2013, now at Google) as a summer research intern at Cisco Systems, Inc.
Prior to joining Univ. Illinois in Spring 2014, I obtained my MS in Electrical and Computer Engineering at Carnegie Mellon University under the supervision of Prof. James Bain. As a research assistant, I collaborated with Prof. Patrick Tague and Prof. Bob Iannucci as a member of the Wireless Network and System Security Group. I was also a recipient of the Carnegie Institute of Technology Dean's Fellowship for my research assistantship.
研究兴趣
论文共 71 篇作者统计合作学者相似作者
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Angelina R. Wilton, Katharine Sheffield, Quantia Wilkes,Sherry Chesak,Joel Pacyna,Richard Sharp,Paul E. Croarkin,Mohit Chauhan,Liselotte N. Dyrbye,William V. Bobo,Arjun P. Athreya
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Journal of the International Neuropsychological Societyno. s1 (2023): 877-879
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Divya Prabhakaran,Gregory S Day,Bala Munipalli, Beth K Rush, Lauren Pudalov,Shehzad K Niazi,Emily Brennan, Harry R Powers,Ravi Durvasula,Arjun Athreya,Karen Blackmon
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JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRYno. 3 (2023): 363-363
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Antimicrobial agents and chemotherapyno. 11 (2023)
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