Saptarshi Purkayastha

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 61

Top Venues

Norwegian University of Science and Technology, Trondheim, Norway (PHD)

Education History

Norwegian University of Science and Technology, Trondheim, Norway

PHD

Publications

Babajide O. Owosela, Rebecca S. Steinberg, Sharon L. Leslie, Leo A. Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice M. Newsome, Judy W. Gichoya
Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review. Int. J. Medical Informatics 182 (2024)
Kuan-Ting Kuo, Dana Moukheiber, Sebastian Cajas Ordonez, David Restrepo, Atika Rahman Paddo, Tsung-Yu Chen, Lama Moukheiber, Mira Moukheiber, Sulaiman Moukheiber, Saptarshi Purkayastha, Po-Chih Kuo, Leo Anthony Celi
DengueNet: Dengue Prediction using Spatiotemporal Satellite Imagery for Resource-Limited Countries. CoRR (2024)
Atika Rahman Paddo, Shikhar Shukla, Shomita S. Steiner, Saptarshi Purkayastha, Chandan K. Sen
Interpolating and Forecasting Wound Trajectory using Machine Learning Approaches. CBMS (2024)
Mohith Surya Kiran Kasula, Sri Harsha Sudalagunta, Keerthika Sunchu, Saptarshi Purkayastha
Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMR. CBMS (2024)
Saptarshi Purkayastha, Akshita Venkat Patri, Vedasree Yerrabandi
A Skills Assessment Pathways-Based Program Assessment Approach in Multidisciplinary Graduate Health Informatics. MedInfo (2023)
Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee
MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Pradeeban Kathiravelu, Dalibor Fonovic, Tihana Galinac Grbac, Zachary Zaiman, Luís Veiga, Judy Wawira Gichoya, Saptarshi Purkayastha, Babak Mahmoudi
The Telehealth Dilemma - Health-Care Deserts Meet the Internet's Remote Regions. Computer 56 (9) (2023)
Bardia Khosravi, Frank Li, Theo Dapamede, Pouria Rouzrokh, Cooper U. Gamble, Hari M. Trivedi, Cody C. Wyles, Andrew B. Sellergren, Saptarshi Purkayastha, Bradley J. Erickson, Judy W. Gichoya
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research. CoRR (2023)
Saptarshi Purkayastha, Regina Merine, Vyona Dsouza, Pallavi Singh, Judy Gichoya
Evaluating user acceptance of an open-source mobile app for hospital price transparency rule. ECIS (2023)
Shreyas Aswar, Vedasree Yerrabandi, Megha M. Moncy, Sahithi Reddy Boda, Josette Jones, Saptarshi Purkayastha
Generalizability of Human Activity Recognition Machine Learning Models from non-Parkinson's to Parkinson's Disease Patients. EMBC (2023)
Saptarshi Purkayastha, Rohan Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy W. Gichoya
A general-purpose AI assistant embedded in an open-source radiology information system. CoRR (2023)
Saptarshi Purkayastha, Rohan Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy Wawira Gichoya
A General-Purpose AI Assistant Embedded in an Open-Source Radiology Information System. AIME (2023)
Saptarshi Purkayastha, Cathy R. Fulton, Sahaja Ratna
Improving Health Informatics Competencies Using an Open-source Educational EHR. ICHI (2023)
Saif S. Khairat, Sue S. Feldman, Arif Rana, Mohammad Faysel, Saptarshi Purkayastha, Matthew Scotch, Christina Eldredge
Foundational domains and competencies for baccalaureate health informatics education. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Megha M. Moncy, Manya Pilli, Manasi Somasundaram, Saptarshi Purkayastha, Cathy R. Fulton
Evaluation of accessibility of open-source EHRs for visually impaired users. CoRR (2023)
Megha M. Moncy, Sadia Afreen, Saptarshi Purkayastha
Healthcare Security Breaches in the United States: Insights and their Socio-Technical Implications. CoRR (2023)
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee
CVAD - An unsupervised image anomaly detector. Softw. Impacts 11 (2022)
Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System. ICMR (2022)
Regina Merine, Saptarshi Purkayastha
Risks and Benefits of AI-generated Text Summarization for Expert Level Content in Graduate Health Informatics. ICHI (2022)
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee
CVAD: An Anomaly Detector for Medical Images Based on Cascade VAE. MILLanD@MICCAI (2022)
Pradeeban Kathiravelu, Elhadj Benkhelifa, Zachary Zaiman, Matthew Wang, Ramon Correa, Luís Veiga, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Judy Gichoya, Babak Mahmoudi
Networking Research Innovations for Telesurgery: A Systematic Review. SDS (2022)
Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System. CoRR (2022)
Ananth Reddy Bhimireddy, John Lee Burns, Saptarshi Purkayastha, Judy Wawira Gichoya
Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets. CoRR (2022)
Bolu Oluwalade, Sunil Neela, Judy Wawira Gichoya, Tobiloba Adejumo, Saptarshi Purkayastha
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data. HEALTHINF (2021)
Areeba Abid, Priyanshu Sinha, Aishwarya Harpale, Judy Gichoya, Saptarshi Purkayastha
Optimizing Medical Image Classification Models for Edge Devices. DCAI (1) (2021)
Bolu Oluwalade, Sunil Neela, Judy Wawira Gichoya, Tobiloba Adejumo, Saptarshi Purkayastha
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data. CoRR (2021)
Yohan Mahajan, Jahnavi Pinnamraju, John L. Burns, Judy W. Gichoya, Saptarshi Purkayastha
Using Machine Learning Approaches to Identify Exercise Activities from a Triple-Synchronous Biomedical Sensor. ISDA (2021)
Saptarshi Purkayastha, Shreya Goyal, Bolu Oluwalade, Tyler Phillips, Huanmei Wu, Xukai Zou
Usability and Security of Different Authentication Methods for an Electronic Health Records System. HEALTHINF (2021)
Imon Banerjee, Ananth Reddy Bhimireddy, John L. Burns, Leo Anthony Celi, Li-Ching Chen, Ramon Correa, Natalie Dullerud, Marzyeh Ghassemi, Shih-Cheng Huang, Po-Chih Kuo, Matthew P. Lungren, Lyle J. Palmer, Brandon J. Price, Saptarshi Purkayastha, Ayis Pyrros, Luke Oakden-Rayner, Chima Okechukwu, Laleh Seyyed-Kalantari, Hari Trivedi, Ryan Wang, Zachary Zaiman, Haoran Zhang, Judy W. Gichoya
Reading Race: AI Recognises Patient's Racial Identity In Medical Images. CoRR (2021)
Pradeeban Kathiravelu, Puneet Sharma, Ashish Sharma, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Priyanshu Sinha, Alexandre Cadrin-Chenevert, Nabile Safdar, Judy Wawira Gichoya
A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images. J. Digit. Imaging 34 (4) (2021)
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee
CVAD: A generic medical anomaly detector based on Cascade VAE. CoRR (2021)
Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee
MedShift: identifying shift data for medical dataset curation. CoRR (2021)
Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee
Margin-Aware Intra-Class Novelty Identification for Medical Images. CoRR (2021)
Snigdha Kodela, Jahnavi Pinnamraju, Judy W. Gichoya, Saptarshi Purkayastha
Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV. CBMS (2021)
Saptarshi Purkayastha, Shreya Goyal, Bolu Oluwalade, Tyler Phillips, Huanmei Wu, Xukai Zou
Usability and Security of Different Authentication Methods for an Electronic Health Records System. CoRR (2021)
Saptarshi Purkayastha
Electronic Patient Records as a Substrate for Collaboration for Distributed Care in Low-Resource Contexts. ICHI (2021)
Amara Tariq, Leo Anthony Celi, Janice M. Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
Patient-specific COVID-19 resource utilization prediction using fusion AI model. npj Digit. Medicine 4 (2021)
Saptarshi Purkayastha, Shreya Goyal, Tyler Phillips, Huanmei Wu, Brandon Haakenson, Xukai Zou
Continuous Security through Integration Testing in an Electronic Health Records System. ICSSA (2020)
Tyler Phillips, Xiaoyuan Yu, Brandon Haakenson, Shreya Goyal, Xukai Zou, Saptarshi Purkayastha, Huanmei Wu
AuthN-AuthZ: Integrated, User-Friendly and Privacy-Preserving Authentication and Authorization. TPS-ISA (2020)
Shreya Goyal, Saptarshi Purkayastha, Tyler Phillips, Rob Quick, Alexis Britt
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways. CoRR (2020)
A. K. Bhavani Singh, Mounika Guntu, Ananth Reddy Bhimireddy, Judy W. Gichoya, Saptarshi Purkayastha
Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes. CoRR (2020)
Ananth Reddy Bhimireddy, Priyanshu Sinha, Bolu Oluwalade, Judy Wawira Gichoya, Saptarshi Purkayastha
Blood Glucose Level Prediction as Time-Series Modeling using Sequence-to-Sequence Neural Networks. KDH@ECAI (2020)
Varoon Mathur, Saptarshi Purkayastha, Judy Wawira Gichoya
Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care. CoRR (2020)
Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jason Jeong, Hari Trivedi, Judy W. Gichoya
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications. CoRR (2020)
Pradeeban Kathiravelu, Ashish Sharma, Saptarshi Purkayastha, Priyanshu Sinha, Alexandre Cadrin-Chenevert, Imon Banerjee, Judy Wawira Gichoya
Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS. CoRR (2020)
Anushri Singh Rajapuri, Radhika Ravindran, Kevin Horan, Sherri L. Bucher, Saptarshi Purkayastha
Essential Care for Every Baby: Neonatal Clinical Decision Support Tool. AHFE (5) (2020)
Priyanshu Sinha, Saptarshi Purkayastha, Judy Gichoya
Full Training versus Fine Tuning for Radiology Images Concept Detection Task for the ImageCLEF 2019 Challenge. CLEF (Working Notes) (2019)
Saptarshi Purkayastha, Surendra Babu Buddi, Siddhartha Nuthakki, Bhawana Yadav, Judy W. Gichoya
Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-Rays. CVC (1) (2019)
Siddhartha Nuthakki, Sunil Neela, Judy W. Gichoya, Saptarshi Purkayastha
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks. CoRR (2019)
Siddhartha Nuthakki, Sherri L. Bucher, Saptarshi Purkayastha
The Development and Usability Testing of a Decision Support Mobile App for the Essential Care for Every Baby (ECEB) Program. HCI (37) (2019)
Bhanu Teja Yandrapalli, Josette Jones, Saptarshi Purkayastha
Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS. CoRR (2019)
Sherri L. Bucher, Elizabeth Meyers, Bhavani Singh Agnikula Kshatriya, Prem Chand Avanigadda, Saptarshi Purkayastha
Development of an Innovative Mobile Phone-Based Newborn Care Training Application. IBICA (2018)
Judy W. Gichoya, Siddhartha Nuthakki, Pallavi G. Maity, Saptarshi Purkayastha
Phronesis of AI in radiology: Superhuman meets natural stupidity. CoRR (2018)
Judy W. Gichoya, Marc D. Kohli, Larry Ivange, Teri S. Schmidt, Saptarshi Purkayastha
A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System. J. Digit. Imaging 31 (3) (2018)
Josette F. Jones, Rukhaiya Fatima, Saptarshi Purkayastha, Anand Kulanthaivel, Enming Zhang
Finding the Best EHR Training Dataset: A Cross-over Trial. AMIA (2018)
Siva Abhishek Addepally, Saptarshi Purkayastha
Mobile-Application Based Cognitive Behavior Therapy (CBT) for Identifying and Managing Depression and Anxiety. HCI (17) (2017)
Olakunle Oladiran, Judy Gichoya, Saptarshi Purkayastha
Conversion of JPG Image into DICOM Image Format with One Click Tagging. HCI (17) (2017)
Judy Wawira Gichoya, Mohammad Alarifi, Ria Bhaduri, Bilal Tahir, Saptarshi Purkayastha
Using cognitive fit theory to evaluate patient understanding of medical images. EMBC (2017)
Suranga Nath Kasthurirathne, Burke W. Mamlin, Saptarshi Purkayastha, Theresa Cullen
Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes? AMIA (2017)
Noah Kasiiti, Judy Wawira Gichoya, Saptarshi Purkayastha, Martin Chieng Were
Comparative Performance Analysis of Different Fingerprint Biometric Scanners for Patient Matching. MedInfo (2017)
Richard J. Holden, Anand Kulanthaivel, Saptarshi Purkayastha, Kathryn Goggins, Sunil Kripalani
Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure. Int. J. Medical Informatics 108 (2017)
Manika Maheshwari, Saptarshi Purkayastha
Designing a drawing-based tool to manage EBRT process in an open-source oncology EMR system. AMIA (2015)
Saptarshi Purkayastha, Tiwonge Davis Manda, Terje Aksel Sanner
A Post-development Perspective on mHealth - An Implementation Initiative in Malawi. HICSS (2013)
Saptarshi Purkayastha, Jørn Braa
Big Data Analytics for developing countries - Using the Cloud for Operational BI in Health. Electron. J. Inf. Syst. Dev. Ctries. 59 (1) (2013)
Arunima Mukherjee, Saptarshi Purkayastha
Exploring the potential and challenges of using mobile based technology in strengthening health information systems: Experiences from a pilot study. AMCIS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Saptarshi Purkayastha