Kalyan S. Pasupathy

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 35

Top Topics

Predictive Modeling

Disease Outbreaks

Capacity Allocation

Top Venues

J. Biomed. Informatics

Publications

Santiago Romero-Brufau, Adam Goulson, Gayla Poling, Devin McCaslin, Scott Eggers, Colin Driscoll, Kalyan S. Pasupathy, Jeffrey Staab
Long-term accuracy of a hybrid model to automate triage for patients with dizziness. AMIA (2022)
Jianing Man, Martin D. Zielinski, Devashish Das, Phichet Wutthisirisart, Kalyan S. Pasupathy
Improving non-invasive hemoglobin measurement accuracy using nonparametric models. J. Biomed. Informatics 126 (2022)
Gréanne Leeftink, Gabriela Martinez, Erwin W. Hans, Mustafa Y. Sir, Kalyan S. Pasupathy
Optimising the booking horizon in healthcare clinics considering no-shows and cancellations. Int. J. Prod. Res. 60 (10) (2022)
Jianing Man, Martin D. Zielinski, Devashish Das, Mustafa Y. Sir, Phichet Wutthisirisart, Maraya Camazine, Kalyan S. Pasupathy
Non-invasive Hemoglobin Measurement Predictive Analytics with Missing Data and Accuracy Improvement Using Gaussian Process and Functional Regression Model. J. Medical Syst. 46 (11) (2022)
Ayush Chopra, Esma Senturk Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar
DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks. CoRR (2021)
Kyle R. Koenig, Kalyan S. Pasupathy, Thomas R. Hellmich, Hunter J. Hawthorne, Vytas P. Karalius, Mustafa Y. Sir, Devashish Das, Heather A. Heaton, David M. Nestler
Measuring Sensitivity and Precision of Real-Time Location Systems (RTLS): Definition, Protocol and Demonstration for Clinical Relevance. J. Medical Syst. 45 (1) (2021)
Ayush Chopra, Ramesh Raskar, Jayakumar Subramanian, Balaji Krishnamurthy, Esma Senturk Gel, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley
DeepABM: Scalable and Efficient Agent-Based Simulations Via Geometric Learning Frameworks - a Case Study For Covid-19 Spread and Interventions. WSC (2021)
Özden O. Dalgic, Haoran Wu, Fatih Safa Erenay, Mustafa Y. Sir, Osman Y. Özaltin, Brian A. Crum, Kalyan S. Pasupathy
Mapping of critical events in disease progression through binary classification: Application to amyotrophic lateral sclerosis. J. Biomed. Informatics 123 (2021)
Mohammad Samie Tootooni, Erin F. Barreto, Kalyan S. Pasupathy, Kianoush Kashani
Vancomycin Dosing in Critically Ill Patients: A Machine Learning Approach. AMIA (2021)
Moein Enayati, Nasibeh Zanjirani Farahani, Alisha P. Chaudhry, Anoushka Kapoor, Shivaram Poigai Arunachalam, Laura E. Walker, David M. Nestler, Kalyan S. Pasupathy
. EMBC (2021)
Moein Enayati, Heather A. Heaton, Rona Wang, Gomathi Marisamy, Nasibeh Zanjirani Farahani, Thomas R. Hellmich, Kalyan S. Pasupathy, Brian Kim, David M. Nestler
Trauma Activation Responsiveness: An RFID-enabled trauma flowsheet. EMBC (2020)
Nasibeh Zanjirani Farahani, Divaakar Siva Baala Sundaram, Moein Enayati, Shivaram Poigai Arunachalam, Kalyan S. Pasupathy, Adelaide M. Arruda-Olson
Explanatory Analysis of a Machine Learning Model to Identify Hypertrophic Cardiomyopathy Patients from EHR Using Diagnostic Codes. BIBM (2020)
Derya Kilinc, Narges Shahraki, Amy C. Degnim, Tanya L. Hoskin, Tiffany M. Horton, Mustafa S. Sir, Kalyan S. Pasupathy, Esma Senturk Gel
Simulation Modeling as a Decision Tool for Capacity Allocation in Breast Surgery. WSC (2020)
Derya Kilinc, Narges Shahraki, Esma Senturk Gel, Amy C. Degnim, Tanya Hoskin, Mustafa Y. Sir, Kalyan S. Pasupathy
Using operative features to identify surgical complexity: a case in breast surgery practice. EMBC (2020)
Xiaochen Xian, Devashish Das, Kalyan S. Pasupathy, Eric T. Boie, Mustafa Y. Sir
Quantifying the Impact of Resuscitation-Team Activation in Hospital Emergency Departments. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Kalyan S. Pasupathy, Linsey M. Steege, Chris C. Cho
Technology Implementation and Associated Pharmacy Interruptions. AMIA (2019)
Jung Hyup Kim, Nithin Parameshwara, Wenbin Guo, Kalyan S. Pasupathy
The Impact of Interrupting Nurses on Mental Workload in Emergency Departments. Int. J. Hum. Comput. Interact. 35 (3) (2019)
Devashish Das, Kalyan S. Pasupathy, Curtis B. Storlie, Mustafa Y. Sir
Functional regression-based monitoring of quality of service in hospital emergency departments. IISE Trans. 51 (9) (2019)
Miao Bai, Kalyan S. Pasupathy, Mustafa Y. Sir
Pattern-based strategic surgical capacity allocation. J. Biomed. Informatics 94 (2019)
Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir
Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department. AMIA (2019)
Devashish Das, Kalyan S. Pasupathy, Nadeem N. Haddad, M. Susan Hallbeck, Martin D. Zielinski, Mustafa Y. Sir
Improving Accuracy of Noninvasive Hemoglobin Monitors: A Functional Regression Model for Streaming SpHb Data. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir
CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm. Comput. Biol. Medicine 113 (2019)
Shivaram Poigai Arunachalam, Onur Asan, David M. Nestler, Heather A. Heaton, Thomas R. Hellmich, Phichet Wutthisirisart, Gomathi Marisamy, Kalyan S. Pasupathy, Mustafa Y. Sir
Patient-Care Team Contact Patterns Impact Treatment Length of Stay in the Emergency Department. EMBC (2019)
Thomas Roh, Valerie Quinones-Avila, Ronna L. Campbell, Gabrielle Melin, Kalyan S. Pasupathy
Evaluation of Interventions for psychiatric Care: a simulation Study of the effect on Emergency departments. WSC (2018)
Santiago Romero-Brufau, Petro M. Kostandy, Kayse Maass Lee, Phichet Wutthisirisart, Mustafa Y. Sir, Brian J. Bartholmai, Mickael Stuve, Kalyan S. Pasupathy
Development of data integration and visualization tools for the Department of Radiology to display operational and strategic metrics. AMIA (2018)
Phichet Wutthisirisart, Gabriela Martinez, Heather A. Heaton, Kalyan S. Pasupathy, Moriah S. Thompson, Mustafa Y. Sir
Maximizing Patient Coverage Through Optimal Allocation of Residents and Scribes to Shifts in an Emergency Department. J. Medical Syst. 42 (11) (2018)
Pooyan Kazemian, Mustafa Y. Sir, Mark P. Van Oyen, Jenna K. Lovely, David W. Larson, Kalyan S. Pasupathy
Coordinating clinic and surgery appointments to meet access service levels for elective surgery. J. Biomed. Informatics 66 (2017)
Mustafa Y. Sir, David M. Nestler, Thomas R. Hellmich, Devashish Das, Michael J. Laughlin Jr., Michon C. Dohlman, Kalyan S. Pasupathy
Optimization of Multidisciplinary Staffing Improves Patient Experiences at the Mayo Clinic. Interfaces 47 (5) (2017)
Shivaram Poigai Arunachalam, Mustafa Y. Sir, Gomathi Marisamy, Annie Sadosty, David M. Nestler, Thomas R. Hellmich, Kalyan S. Pasupathy
Identifying factors influencing patient alone time at the emergency department using RFID data: What is next? BHI (2017)
Gabriela Martinez, Brian J. Bernard, David W. Larson, Kalyan S. Pasupathy, Mustafa Y. Sir
A Data-Driven Approach for Better Assignment of Clinical and Surgical Capacity in an Elective Surgical Practice. AMIA (2016)
Denny Yu, Renaldo C. Blocker, Mustafa Y. Sir, M. Susan Hallbeck, Thomas R. Hellmich, Tara Cohen, David M. Nestler, Kalyan S. Pasupathy
Intelligent Emergency Department: Validation of Sociometers to Study Workload. J. Medical Syst. 40 (3) (2016)
Shivaram Poigai Arunachalam, Gomathi Marisamy, Mustafa Y. Sir, David M. Nestler, Thomas R. Hellmich, Kalyan S. Pasupathy
Linking Patient Alone Time and Provider Time to Staffing Levels and LOS at the Emergency Department: A RFID Based Study. ICHI (2016)
Gabriela Martinez, Todd R. Huschka, Mustafa Y. Sir, Kalyan S. Pasupathy
A coordinated scheduling policy to improve patient access to surgical services. WSC (2016)
Rohit J. Kate, Ruth M. Perez, Debesh Mazumdar, Kalyan S. Pasupathy, Vani Nilakantan
Prediction and detection models for acute kidney injury in hospitalized older adults. BMC Medical Informatics Decis. Mak. 16 (2016)
Nithin Parameshwara, Jung Hyup Kim, Wenbin Guo, Kalyan S. Pasupathy
NGOMSL simulation model in an Emergency Department. WSC (2016)
Mustafa Y. Sir, Bayram Dundar, Linsey M. Barker Steege, Kalyan S. Pasupathy
Nurse-patient assignment models considering patient acuity metrics and nurses' perceived workload. J. Biomed. Informatics 55 (2015)
Narges Hosseini, Mustafa Y. Sir, Christopher Jankowski, Kalyan S. Pasupathy
Surgical Duration Estimation via Data Mining and Predictive Modeling: A Case Study. AMIA (2015)
Narges Hosseini, M. Susan Hallbeck, Christopher Jankowski, Jeanne Huddleston, Amrit Kanwar, Kalyan S. Pasupathy
Effect of Obesity and Clinical Factors on Pre-Incision Time: Study of Operating Room Workflow. AMIA (2014)
Gregory L. Alexander, Kalyan S. Pasupathy, Linsey M. Steege, E. Bradley Strecker, Kathleen M. Carley
Multi-disciplinary communication networks for skin risk assessment in nursing homes with high IT sophistication. Int. J. Medical Informatics 83 (8) (2014)
Ricky C. Leung, Kalyan S. Pasupathy
The economics of social computing: Some preliminary findings on healthcare organizations. J. Comput. Sci. 2 (3) (2011)
Kalyan S. Pasupathy, Alexandra Medina-Borja
Integrating Excel, Access, and Visual Basic to Deploy Performance Measurement and Evaluation at the American Red Cross. Interfaces 38 (4) (2008)
Alexandra Medina-Borja, Kalyan S. Pasupathy, Konstantinos P. Triantis
Large-scale data envelopment analysis (DEA) implementation: a strategic performance management approach. J. Oper. Res. Soc. 58 (8) (2007)