Embedded Files
Papers, Abstracts & Editorials
Papers, Abstracts & Editorials
Patel D, Patel M, Wischgoll T, Pei Y, Hershberger P, A Virtual Reality–Based mHealth App to Enhance Health Care Skills and Promote Health Equity by Empowering Health Care Professionals to Provide Empathetic, Compassionate, and Unbiased Patient Care Through Digital Experiential Learning: Qualitative Study, JMIR Form Res, 2025;9:e64147, URL: https://formative.jmir.org/2025/1/e64147
Abm Adnan Azmee, Francis Nweke, Mason Pederson, Md Abdullah Al Hafiz Khan, Yong Pei, Human AI Collaboration Framework for Detecting Mental Illness Causes from Social Media, Smart Health, Volume 36, 2025, 100566, ISSN 2352-6483, https://doi.org/10.1016/j.smhl.2025.100566.
A. A. Azmee, F. Nweke, M. A. Al Hafiz Khan, Y. Pei, D. Thomas and M. Nandan, "Multi-Label Behavioral Health Classification from Police Narrative Report," 2024 International Conference on Machine Learning and Applications (ICMLA), Miami, FL, USA, 2024, pp. 1125-1130, doi: 10.1109/ICMLA61862.2024.00172.
AA Azmee, F Nweke, MAAH Khan, Y Pei, D Thomas, M Nandan, Domain Knowledge-Driven Multi-Label Behavioral Health Identification from Police Report, 2024 IEEE International Conference on Big Data (BigData), 6904-6913.
Mason Pederson, Abm Adnan Azmee, Francis Nweke, Md Abdullah Al Hafiz Khan, Yong Pei, Dominic Thomas, Monica Nandan, Combined Correlational Network for Identifying Behavioral Health Cases from First Responder Report, 2024 IEEE International Conference on Big Data (BigData), 7391-7396.
F Nweke, AA Azmee, MAAH Khan, Y Pei, D Thomas, M Nandan, Explainable Multi-Label Classification Framework for Behavioral Health Based on Domain Concepts, 2024 IEEE International Conference on Big Data (BigData), 6528-6537.
Ashutosh Shivakumar, Yong Pei, Paul J Hershberger, Angie Castle, Josephine F Wilson, Timothy N Crawford, Dean Bricker, ReadMI-A Mobile-Cloud Computing based Assessment Tool to Scale Up Motivational Interviewing Training, 2024 International Conference on Electrical, Computer and Energy Technologies (ICECET).
Manohar Murikipudi, Abm Adnan Azmee, Md Abdullah Al Hafiz Khan, Yong Pei, CBSA: a deep transfer learning framework for assessing post-stroke exercises, 2024 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).
RS Jonnalagad.da, AA Azmee, D Attota, MAAH Khan, Y Pei, M Nandan, Poster: Extracting and Annotating Mental Health Forum Corpus: A Comprehensive Validation Pipeline, 2024 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).
DC Attota, AA Azmee, MAAH Khan, Y Pei, D Thomas, M Nandan, Semantic learning and attention dynamics for behavioral classification in police narratives, Smart Health, 32, 100479, 2024.
M Brown, AA Azmee, MAAH Khan, D Thomas, Y Pei, M Nandan, Adaptive attention-aware fusion for human-in-the-loop behavioral health detection, Smart Health, 32, 100475, 2024.
C Dargan, F Nweke, MAAH Khan, AA Azmee, Y Pei, Automated Alphabet Detection from Brain Waves, Proceedings of the 2024 ACM Southeast Conference, 247-252, 2024.
W Stigall, MA Al Hafiz Khan, D Attota, F Nweke, Y Pei, Large Language Models Performance Comparison of Emotion and Sentiment Classification, Proceedings of the 2024 ACM Southeast Conference, 60-68, 2024.
Paul J Hershberger, Yong Pei, Dean A Bricker, Timothy N Crawford, Ashutosh Shivakumar, Angie Castle, Katharine Conway, Raveendra Medaramitta, Maria Rechtin, Josephine F Wilson, Motivational interviewing skills practice enhanced with artificial intelligence: ReadMI, BMC Medical Education, 24 (1), 237, 2024.
F Nweke, AA Azmee, MAAH Khan, Y Pei, D Thomas, M Nandan, A transformer-driven framework for multi-label behavioral health classification in police narratives, Applied Computing and Intelligence, 4 (2), 234-252, 2024.
AA Azmee, M Brown, MAAH Khan, D Thomas, Y Pei, M Nandan, Domain-Enhanced Attention Enabled Deep Network for Behavioral Health Identification from 911 Narratives, 2023 IEEE International Conference on Big Data (BigData), 5723-5732, 2023.
M. Murikipudi, A. Adnan Azmee, M. Abdullah Al Hafiz Khan and Y. Pei, "CMTN: A Convolutional Multi-Level Transformer to Identify Suicidal Behaviors Using Clinical Notes," 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), Torino, Italy, 2023, pp. 1519-1524.
A. A. Azmee, M. Murikipudi, M. A. Al Hafiz Khan and Y. Pei, "Sentence Level Analysis for Detecting Mental Health Causes Using Social Media Posts,", IEEE 47th Annual Computers, Software, and Applications Conference(COMPSAC), Torino, Italy, 2023, pp. 388-1393.
M Brown, MAAH Khan, D Thomas, Y Pei, M Nandan, Detection of behavioral health cases from sensitive police officer narratives, 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), Torino, Italy, 2023, pp. 1398-1403.
D. B. Patel, Y. Pei, M. Vasoya and P. J. Hershberger, "Computer-Supported Experiential Learning-Based Tool for Healthcare Skills," in IEEE Computer Graphics and Applications, vol. 43, no. 2, pp. 57-68, 1 March-April 2023.
D.B. Patel, Thomas Wischgoll, Yong Pei, Angie Castle, Anne Proulx, Danielle Gainer, Timothy Crawford, Autumn James, Ashutosh Shivakumar, Colleen Elizabeth Pennington, Hanna Peterson, Carolina Beatriz Nadal Medina, Sindhu Kumari, Mark Alow, Sri Lekha Koppaka, Cassandra Mae Patel, Joshua Patel, Neha Priyadarshani, Paul J Hershberger, "Computer-supported expert-guided experiential learning-based tools for healthcare skills", Society for Imaging Science and Technology, International Symposium on Electronic Imaging, 2023.
D. Patel, X. Ogletree and Y. Pei, “Learning Communication with Autistic People With A Mobile Serious Role-Playing Game”, 18th International Conference on Mobile Learning (ML 2022), March 12-14, 2022.
P. J. Hershberger, Y. Pei, T.N. Crawford, S. Neeley, T. Wischgoll, D. Patel, M. Vasoya, S. Mishra, L. Surapaneni, A. Pogaku, A. Bositty, A. Castle, M. Davis and T.Pavlack, "An Interactive Game for Cultural Proficiency Training Featuring Virtual Reality Immersion", Health Equity, ISSN: 2473-1242, 2022.
A. Castle, M. Rechtin, D. Bricker, K. Conway, P. J. Hershberger, A. Shivakumar, and Y. Pei, “Using Artificial Intelligence to Assist with Motivational Interviewing Training”, 2022 Society of Teachers of Family Medicine Conference on Medical Student Education, January 27-30, San Antonio, Texas.
Hershberger PJ, Pei Y, Bricker DA, Crawford TN, Shivakumar A, Vasoya M, Medaramitta R, Rechtin M, Bositty A, Wilson JF. “Advancing Motivational Interviewing Training with Artificial Intelligence: ReadMI”, Advances in Medical Education and Practice.2021;12:613-618.
N. Speranza, C. Rave and Y. Pei, “Resource-Constrained Target Classification on Distant Aerial Targets”, The 17th International Conference on Distributed Computing in Sensor Systems (IEEE DCOSS), July 14-16, 2021.
N. Speranza, C. Rave and Y. Pei, “Energy-Efficient On-Platform Target Classification for Electric Air Transportation Systems”, Electricity, ISSN 2673-4826, March, 2021.
A. Shivakumar, A. Bositty, N. Peters, and Y. Pei, “Real-Time Interruption Management System for Efficient Distributed Collaboration in Multi-tasking Environments”, Proceedings of the ACM on Human-Computer Interaction (PACM HCI), 4, CSCW1, Article 39 (May 2020), 23 pages. https://doi.org/10.1145/3392844.
Maria Rechtin, Miteshkumar M. Vasoya, Ashutosh Shivakumar, Yong Pei, Dean A. Bricker, Josephine F. Wilson, and Paul J. Hershberger, “Real-Time Assessment of Dialogue in Motivational Interviewing (ReadMI): Metrics for Training”, Learn Serve Lead 2020: The Association of American Medical Colleges (AAMC) Annual Meeting, Washington, DC, Nov. 13 – 17, 2020.
A. Shivakumar, Y. Pei, and P. J. Hershberger, "Real-time Assessment of Dialogue in Motivational Interviewing", Engineering in Healthcare: Industry and Research Symposium (EHIRS), Feb. 14, 2020, Columbus, OH.
D. Patel, Y. Pei, and P. J. Hershberger, "Mobile Virtual Reality Games Dedicated for Social Determinants of Health Training", Engineering in Healthcare: Industry and Research Symposium (EHIRS), Feb. 14, 2020, Columbus, OH.
Miteshkumar M. Vasoya, Ashutosh Shivakumar, Sowmya Pappu, Cara P. Murphy, Yong Pei, Dean A. Bricker, Josephine F. Wilson, Angie Castle, Paul J. Hershberger, “ReadMI: An Innovative App to Support Training in Motivational Interviewing”, The Journal of Graduate Medical Education, 2019, Jun; 11(3): 344–346. doi: 10.4300/JGME-D-18-00839.1, PMCID: PMC6570458.
A.Shivakumar, S. Shukla, M.Vasoya, I.Kasrani, and Y. Pei, “AI-Enabled Language Speaking Coaching For Dual Language Learners”, IADIS International Journal on WWW/Internet, Vol. 17, No. 1, pp. 66-78, ISSN: 1645-7641, 2019.
Paul J. Hershberger, Yong Pei, Sabrina Neeley, Matt Davis and Angie Castle, “Your Next Patient is Virtual: Training in Social Determinants”, Society of Teachers of Family Medicine 2019 Conference on Practice & Quality Improvement, December 5-8, 2019 in Phoenix, AZ.
Blaine A. Klingler, Matt Davis, Sankalp Mishra, Miteshkumar Vasoya, Dixit Patel, Aishwarya Bositty, Tanuja Addanki, Frank A. Allen, Suneesh Menon, Sabrina Neeley, Angie Castle, Todd Pavlak, Yong Pei, Thomas Wischgoll, Paul J. Hershberger, “An Interactive Game for Cultural Proficiency Training Featuring Virtual Reality Immersion”, The 1st Annual Conference of the National Collaborative for Education to Address the Social Determinants of Health, Chicago, IL, May 7, 2019.
Y. Pei and D. Martineau, “Holographical Communication and Distributed Collaborations”, Guest Editor, IEEE COMSOC MMTC Communications - Frontiers, Vol. 12, No. 2, March, 2018.
A.Shivakumar, M.Vasoya, Sean Morrison, and Y.Pei, "Individualized Smart Charging to Mitigate the Growing Electrical Peak Demand from EVs as Home Appliances", The 4th IEEE Smart World Congress (SmartWorld 2018), pp. 37-44, Guangzhou, 10/2018.
Exhibitions & Presentations
Exhibitions & Presentations
CMU Center of Excellence (CoE) for Trusted Human-Machine Teaming Tech Talk, “Human-AI Teaming in Role-Plays for Complex Professional Skills Development”, March, 2021.
The 10th Annual Wright Brothers Day, “ALICE – ArtificiaL Intelligence Characters and Expert for role-play based learning”, Dayton, OH, Oct., 2020.
SUNY at Albany, College of Emergency Preparedness, Homeland Security And Cybersecurity, “Human-AI Teaming in Role-Play Based Training on Professional and Communication Skills”, April, 2020.
Medicaid Equity Simulation Showcase, “An Interactive Game for Cultural Proficiency Training Featuring Virtual Reality Immersion”, Columbus OH, Jan., 2020
The Annual Central Research Forum of Wright State University Boonshoft School of Medicine, “Immersive simulations in medical educations”, Dayton, OH, Oct., 2019.
The 9th Annual Wright Brothers Day – The Festival of Flight, “Immersive Simulations”, Dayton, OH, Oct., 2019.
The National Manufacturing Day Expo, “AR for Manufacturing”, Dayton, OH, Oct., 2019.
Medicaid Equity Simulation Showcase, “An Interactive Game for Cultural Proficiency Training Featuring Virtual Reality Immersion”, Columbus OH, June 2019
Miami Valley Academy of Family Physicians, “SDOH Sim”, Dayton, OH, May 2019
The 8th Annual Wright Brothers Day, “WrightCap – An Augmented Learning Platform”, Dayton, OH, Oct. 2018.
Ohio Collegiate Venture Showcase, “WoundAI”, Columbus, OH, Oct. 2017
Dayton TEC, “S4 Mobility”, Dayton, OH, June 2017
The 7th Annual Wright Brothers Day, “Portable Motion Lab”, Dayton, OH, Oct. 2017.
Catalyst, “OROS: Operating Room Optimization System”, Dayton, OH, May 2016
The American Academy of Orthopaedic Surgeons Annual Conference and Exhibitions, “Kinematechs Motion”, Orlando, FL, Mar. 2016
American Society for Surgery of the Hand Annual Meeting, “Kinematechs Hand Motion”, Seattle, WA, Sep. 2015
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