Kalyan S. Pasupathy

According to our database, Kalyan S. Pasupathy authored at least 42 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Non-invasive Hemoglobin Measurement Predictive Analytics with Missing Data and Accuracy Improvement Using Gaussian Process and Functional Regression Model.

Jianing Man, Martin D. Zielinski, Devashish Das, Mustafa Y. Sir, Phichet Wutthisirisart, Maraya Camazine, Kalyan S. Pasupathy

J. Medical Syst., 2022

Improving non-invasive hemoglobin measurement accuracy using nonparametric models.

Jianing Man, Martin D. Zielinski, Devashish Das, Phichet Wutthisirisart, Kalyan S. Pasupathy

J. Biomed. Informatics, 2022

Optimising the booking horizon in healthcare clinics considering no-shows and cancellations.

Gréanne Leeftink, Gabriela Martinez, Erwin W. Hans, Mustafa Y. Sir, Kalyan S. Pasupathy

Int. J. Prod. Res., 2022

Long-term accuracy of a hybrid model to automate triage for patients with dizziness.

Santiago Romero-Brufau, Adam Goulson, Gayla Poling, Devin McCaslin, Scott Eggers, Colin Driscoll, Kalyan S. Pasupathy, Jeffrey Staab

Proceedings of the AMIA 2022, 2022

2021

Measuring Sensitivity and Precision of Real-Time Location Systems (RTLS): Definition, Protocol and Demonstration for Clinical Relevance.

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

J. Medical Syst., 2021

Mapping of critical events in disease progression through binary classification: Application to amyotrophic lateral sclerosis.

Özden O. Dalgic, Haoran Wu, Fatih Safa Erenay, Mustafa Y. Sir, Osman Y. Özaltin, Brian A. Crum, Kalyan S. Pasupathy

J. Biomed. Informatics, 2021

DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks.

Ayush Chopra, Esma Senturk Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar

CoRR, 2021

DeepABM: Scalable and Efficient Agent-Based Simulations Via Geometric Learning Frameworks - a Case Study For Covid-19 Spread and Interventions.

Ayush Chopra, Ramesh Raskar, Jayakumar Subramanian, Balaji Krishnamurthy, Esma Senturk Gel, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley

Proceedings of the Winter Simulation Conference, 2021

Incorporating RTLS-Based Spatiotemporal Information in Studying Physical Activities of Clinical Staff^*.

Moein Enayati, Nasibeh Zanjirani Farahani, Alisha P. Chaudhry, Anoushka Kapoor, Shivaram Poigai Arunachalam, Laura E. Walker, David M. Nestler, Kalyan S. Pasupathy

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Vancomycin Dosing in Critically Ill Patients: A Machine Learning Approach.

Mohammad Samie Tootooni, Erin F. Barreto, Kalyan S. Pasupathy, Kianoush B. Kashani

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Quantifying the Impact of Resuscitation-Team Activation in Hospital Emergency Departments.

Xiaochen Xian, Devashish Das, Kalyan S. Pasupathy, Eric T. Boie, Mustafa Y. Sir

IEEE J. Biomed. Health Informatics, 2020

Simulation Modeling as a Decision Tool for Capacity Allocation in Breast Surgery.

Derya Kilinc, Narges Shahraki, Amy C. Degnim, Tanya L. Hoskin, Tiffany M. Horton, Mustafa S. Sir, Kalyan S. Pasupathy, Esma Senturk Gel

Proceedings of the Winter Simulation Conference, 2020

Using operative features to identify surgical complexity: a case in breast surgery practice.

Derya Kilinc, Narges Shahraki, Esma Senturk Gel, Amy C. Degnim, Tanya Hoskin, Mustafa Y. Sir, Kalyan S. Pasupathy

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Trauma Activation Responsiveness: An RFID-enabled trauma flowsheet.

Moein Enayati, Heather A. Heaton, Rona Wang, Gomathi Marisamy, Nasibeh Zanjirani Farahani, Thomas R. Hellmich, Kalyan S. Pasupathy, Brian Kim, David M. Nestler

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Explanatory Analysis of a Machine Learning Model to Identify Hypertrophic Cardiomyopathy Patients from EHR Using Diagnostic Codes.

Nasibeh Zanjirani Farahani, Divaakar Siva Baala Sundaram, Moein Enayati, Shivaram Poigai Arunachalam, Kalyan S. Pasupathy, Adelaide M. Arruda-Olson

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Improving Accuracy of Noninvasive Hemoglobin Monitors: A Functional Regression Model for Streaming SpHb Data.

Devashish Das, Kalyan S. Pasupathy, Nadeem N. Haddad, M. Susan Hallbeck, Martin D. Zielinski, Mustafa Y. Sir

IEEE Trans. Biomed. Eng., 2019

Pattern-based strategic surgical capacity allocation.

Miao Bai, Kalyan S. Pasupathy, Mustafa Y. Sir

J. Biomed. Informatics, 2019

The Impact of Interrupting Nurses on Mental Workload in Emergency Departments.

Jung Hyup Kim, Nithin Parameshwara, Wenbin Guo, Kalyan S. Pasupathy

Int. J. Hum. Comput. Interact., 2019

Functional regression-based monitoring of quality of service in hospital emergency departments.

Devashish Das, Kalyan S. Pasupathy, Curtis B. Storlie, Mustafa Y. Sir

IISE Trans., 2019

CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm.

Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir

Comput. Biol. Medicine, 2019

Patient-Care Team Contact Patterns Impact Treatment Length of Stay in the Emergency Department.

Shivaram Poigai Arunachalam, Onur Asan, David M. Nestler, Heather A. Heaton, Thomas R. Hellmich, Phichet Wutthisirisart, Gomathi Marisamy, Kalyan S. Pasupathy, Mustafa Y. Sir

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department.

Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir

Proceedings of the AMIA 2019, 2019

Technology Implementation and Associated Pharmacy Interruptions.

Kalyan S. Pasupathy, Linsey M. Steege, Chris C. Cho

Proceedings of the AMIA 2019, 2019

2018

Maximizing Patient Coverage Through Optimal Allocation of Residents and Scribes to Shifts in an Emergency Department.

Phichet Wutthisirisart, Gabriela Martinez, Heather A. Heaton, Kalyan S. Pasupathy, Moriah S. Thompson, Mustafa Y. Sir

J. Medical Syst., 2018

Evaluation of Interventions for psychiatric Care: a simulation Study of the effect on Emergency departments.

Thomas Roh, Valerie Quinones-Avila, Ronna L. Campbell, Gabrielle Melin, Kalyan S. Pasupathy

Proceedings of the 2018 Winter Simulation Conference, 2018

Development of data integration and visualization tools for the Department of Radiology to display operational and strategic metrics.

Santiago Romero-Brufau, Petro M. Kostandy, Kayse Maass Lee, Phichet Wutthisirisart, Mustafa Y. Sir, Brian J. Bartholmai, Mickael Stuve, Kalyan S. Pasupathy

Proceedings of the AMIA 2018, 2018

2017

Coordinating clinic and surgery appointments to meet access service levels for elective surgery.

Pooyan Kazemian, Mustafa Y. Sir, Mark P. Van Oyen, Jenna K. Lovely, David W. Larson, Kalyan S. Pasupathy

J. Biomed. Informatics, 2017

Optimization of Multidisciplinary Staffing Improves Patient Experiences at the Mayo Clinic.

Mustafa Y. Sir, David M. Nestler, Thomas R. Hellmich, Devashish Das, Michael J. Laughlin Jr., Michon C. Dohlman, Kalyan S. Pasupathy

Interfaces, 2017

Identifying factors influencing patient alone time at the emergency department using RFID data: What is next?

Shivaram Poigai Arunachalam, Mustafa Y. Sir, Gomathi Marisamy, Annie Sadosty, David M. Nestler, Thomas R. Hellmich, Kalyan S. Pasupathy

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Prediction and detection models for acute kidney injury in hospitalized older adults.

Rohit J. Kate, Ruth M. Perez, Debesh Mazumdar, Kalyan S. Pasupathy, Vani Nilakantan

BMC Medical Informatics Decis. Mak., 2016

Intelligent Emergency Department: Validation of Sociometers to Study Workload.

Denny Yu, Renaldo C. Blocker, Mustafa Y. Sir, M. Susan Hallbeck, Thomas R. Hellmich, Tara Cohen, David M. Nestler, Kalyan S. Pasupathy

J. Medical Syst., 2016

NGOMSL simulation model in an Emergency Department.

Nithin Parameshwara, Jung Hyup Kim, Wenbin Guo, Kalyan S. Pasupathy

Proceedings of the Winter Simulation Conference, 2016

A coordinated scheduling policy to improve patient access to surgical services.

Gabriela Martinez, Todd R. Huschka, Mustafa Y. Sir, Kalyan S. Pasupathy

Proceedings of the Winter Simulation Conference, 2016

Linking Patient Alone Time and Provider Time to Staffing Levels and LOS at the Emergency Department: A RFID Based Study.

Shivaram Poigai Arunachalam, Gomathi Marisamy, Mustafa Y. Sir, David M. Nestler, Thomas R. Hellmich, Kalyan S. Pasupathy

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

A Data-Driven Approach for Better Assignment of Clinical and Surgical Capacity in an Elective Surgical Practice.

Gabriela Martinez, Brian J. Bernard, David W. Larson, Kalyan S. Pasupathy, Mustafa Y. Sir

Proceedings of the AMIA 2016, 2016

2015

Nurse-patient assignment models considering patient acuity metrics and nurses' perceived workload.

Mustafa Y. Sir, Bayram Dundar, Linsey M. Barker Steege, Kalyan S. Pasupathy

J. Biomed. Informatics, 2015

Surgical Duration Estimation via Data Mining and Predictive Modeling: A Case Study.

Narges Hosseini, Mustafa Y. Sir, Christopher Jankowski, Kalyan S. Pasupathy

Proceedings of the AMIA 2015, 2015

2014

Multi-disciplinary communication networks for skin risk assessment in nursing homes with high IT sophistication.

Gregory L. Alexander, Kalyan S. Pasupathy, Linsey M. Steege, E. Bradley Strecker, Kathleen M. Carley

Int. J. Medical Informatics, 2014

Effect of Obesity and Clinical Factors on Pre-Incision Time: Study of Operating Room Workflow.

Narges Hosseini, M. Susan Hallbeck, Christopher Jankowski, Jeanne Huddleston, Amrit Kanwar, Kalyan S. Pasupathy

Proceedings of the AMIA 2014, 2014

2011

The economics of social computing: Some preliminary findings on healthcare organizations.

Ricky C. Leung, Kalyan S. Pasupathy

J. Comput. Sci., 2011

2008

Integrating Excel, Access, and Visual Basic to Deploy Performance Measurement and Evaluation at the American Red Cross.

Kalyan S. Pasupathy, Alexandra Medina-Borja

Interfaces, 2008

2007

Large-scale data envelopment analysis (DEA) implementation: a strategic performance management approach.

Alexandra Medina-Borja, Kalyan S. Pasupathy, Konstantinos P. Triantis

J. Oper. Res. Soc., 2007