Arjun P. Athreya

"In the middle of every difficulty lies opportunity" -- Albert Einstein

Analytics in Precision Medicine

  1. Arjun P. Athreya, Subho Sankar Banerjee, Drew Neavin, Rima Kaddurah-Daouk, A. John Rush, Mark Frye, Liewei Wang, Richard Weinshilboum, William Bobo and Ravishankar Iyer "Data-Driven Longitudinal Modeling and Prediction of Symptom Dynamics in Major Depressive Disorder: Integrating Factor Graphs and Learning Methods", IEEE Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Aug 2017.

  2. Arjun P. Athreya, Don Armstrong, William Gundling, Derek Wildman, Zbigniew Kalbarczyk and Ravishankar K. Iyer, "Prediction of Adenocarcinoma Development using Game Theory", IEEE Engineering in Medicine and Biology Conference (EMBC), July 2017.

  3. Arjun P. Athreya, Drew Neavin, Mark A. Frye, Michelle Skime, A. John Rush, Wayne R. Matson, Liewei Wang, Rima Kaddurah-Daouk, Ravishankar K. Iyer, Richard M. Weinshilboum and William V. Bobo, "Prediction of Clinical Outcome after 4 and 8 Weeks of CITALOPRAM/ESCITALOPRAM Therapy for Major Depressive Disorder: A Data-Driven Machine Learning Approach", Annual Meeting of Society of Biological Psychiatry (SOBP), May 2017.

  4. Arjun P. Athreya, Drew Neavin, William V. Bobo, Mark A. Frye, Michelle Skime, Rima Kaddurah-Daouk, A. John Rush, Wayne Matson, Ravishankar K. Iyer, Liewei Wang and Richard M. Weinshilboum, "Data-Driven Learning Analysis Identifies Gender Differences In Metabolomic Treatment Response Of Citalopram / Escitalopram In Major Depressive Disorder", Annual Meeting of American Society for Clinical Pharmacology and Therapeutics (ASCPT), March 2017. 2017 Presidential Trainee Award and 2017 Jason Morrow Award!

  5. Arjun P. Athreya, Alan Gaglio, Junmei Cairns, Krishna Kalari, Richard Weinshilboum, Liewei Wang, Zbigniew Kalbarczyk, and Ravishankar K. Iyer, "Unsupervised Single-Cell Analysis in Triple-Negative Breast Cancer: A Case Study", IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2016.

  6. Arjun P. Athreya, Kee-Yuan Ngiam, Zhaojing Luo, E Shyong Tai, Zbigniew Kalbarczyk and Ravishankar K. Iyer, "Towards Longitudinal Analysis of a Population’s Electronic Health Records using Factor Graphs", IEEE/ACM Internationcal Conference on Big Data Computing, Applications and Technologies (BDCAT), Dec 2016.

  7. Subho S. Banerjee, Arjun P. Athreya, Liudmila Mainzer, Victor Jongeneel, Wen-Mei Hwu, Zbigniew Kalbarczyk and Ravishankar K. Iyer, "Efficient and Scalable Workflows for Genomic Analyses", ACM International Workshop on Data-Intensive Distributed Computing (DIDC), May 2016.

Cyber-Physical Systems

  1. Arjun P. Athreya, Harry Chan-Maestas, Edward Katz, Patrick Tague, and Bob Iannucci, "Energy-Governed Resilient Networked Systems", 11th Annual IEEE Consumer Communications and Networking Conference, Jan 2014. Best Student Paper Award!

  2. Arjun P. Athreya, Bruce DeBruhl, and Patrick Tague, "Designing for Self-Configuration and Self-Adaptation in the Internet of Things", CollaborateCom First International Workshop on Internet of Things (C-IOT), Oct 2013.

  3. Arjun P. Athreya, Xiao Wang, Yu Seung Kim, Yuan Tian, and Patrick Tague, "Resistance is Not Futile: Detecting DDoS Attacks without Packet Inspection", International Workshop on Information Security Applications (WISA), Aug 2013.

  4. Arjun P. Athreya and Patrick Tague, "Network Self-Organization in the Internet of Things", IEEE International Workshop on Internet-of-Things Networking and Control (IoT-NC), June 2013.

  5. Arjun P. Athreya and Patrick Tague, "Self-Organization of a Mesh Hierarchy for Smart Grid Monitoring in Outage Scenarios", 4th IEEE PES Innovative Smart Grid Technologies Conference (ISGT), Feb 2013.

  6. Arjun P. Athreya and Patrick Tague, "Survivable Smart Grid Communication: Smart-Meters Meshes to the Rescue", 1st International Workshop on Communication Technologies Support for the Smart Grid (SGCom), Jan 2012.