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ORCIDSaptarshi Purkayastha
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2020 – today
- 2024
[j10]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: 105303 (2024)- [c38]Atika Rahman Paddo, Shikhar Shukla, Shomita S. Steiner, Saptarshi Purkayastha, Chandan K. Sen:
Interpolating and Forecasting Wound Trajectory using Machine Learning Approaches. CBMS 2024: 146-152 - [c37]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: 186-191 - [c36]Parvati Naliyatthaliyazchayil, Deepishka Pemmasani, Navin Kaushal, Donya Nemati, Saptarshi Purkayastha:
Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandit and Reinforcement Learning. HealthRecSys@RecSys 2024: 102-112 - [c35]Madhuri Kokkalakonda, Vaibhav Thakur, Manya Philips Pilli, Saptarshi Purkayastha, Cathy R. Fulton:
Evaluating Academic Performance in Health Informatics Post-EHR Implementation. ICHI 2024: 739-748 - [c34]Atika Rahman Paddo, Ria Treesa Raju, Judy Wawira Gichoya, Saptarshi Purkayastha:
A Scoping Review on Quantization Methods for Medical Imaging AI. ISBI 2024: 1-5 - [c33]Saptarshi Purkayastha, Rohan Isaac, Amulya Veldandi, Rijul Saxena, Pallavi Singh, Pallavi Vaswani, Elizabeth A Krupinski, Joshua A Danish, Judy Wawira Gichoya:
Measuring Impact of Radiologist-AI Collaboration: Efficiency, Accuracy, and Clinical Impact. ISBI 2024: 1-4 - [i21]Kuan-Ting Kuo, Dana Moukheiber, Sebastián 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 abs/2401.11114 (2024) - 2023
- [j9]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): 39-49 (2023) - [j8]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): 1599-1607 (2023) - [j7]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): 3936-3947 (2023) - [c32]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: 373-377 - [c31]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 - [c30]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: 1-4 - [c29]Saptarshi Purkayastha, Cathy R. Fulton, Sahaja Ratna:
Improving Health Informatics Competencies Using an Open-source Educational EHR. ICHI 2023: 645-651 - [c28]Saptarshi Purkayastha, Akshita Venkat Patri, Vedasree Yerrabandi:
A Skills Assessment Pathways-Based Program Assessment Approach in Multidisciplinary Graduate Health Informatics. MedInfo 2023: 1191-1195 - [i20]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 abs/2303.10338 (2023) - [i19]Megha M. Moncy, Manya Philips Pilli, Manasi Somasundaram, Saptarshi Purkayastha, Cathy R. Fulton:
Evaluation of accessibility of open-source EHRs for visually impaired users. CoRR abs/2311.02531 (2023) - [i18]Megha M. Moncy, Sadia Afreen, Saptarshi Purkayastha:
Healthcare Security Breaches in the United States: Insights and their Socio-Technical Implications. CoRR abs/2311.03664 (2023) - [i17]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 abs/2311.09402 (2023) - 2022
- [j6]Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee:
CVAD - An unsupervised image anomaly detector. Softw. Impacts 11: 100195 (2022) - [c27]Regina Merine, Saptarshi Purkayastha:
Risks and Benefits of AI-generated Text Summarization for Expert Level Content in Graduate Health Informatics. ICHI 2022: 567-574 - [c26]Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee:
CVAD: An Anomaly Detector for Medical Images Based on Cascade VAE. MILLanD@MICCAI 2022: 187-196 - [c25]Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee:
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System. ICMR 2022: 11-18 - [c24]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: 1-8 - [i16]Xiaoyuan Guo, Jiali Duan, Saptarshi Purkayastha, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee:
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System. CoRR abs/2204.03074 (2022) - [i15]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 abs/2204.07824 (2022) - 2021
- [j5]Pradeeban Kathiravelu, Puneet Sharma, Ashish Sharma, Imon Banerjee, Hari Trivedi, Saptarshi Purkayastha, Priyanshu Sinha, Alexandre Cadrin-Chenevert, Nabile M. Safdar, Judy Wawira Gichoya:
A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images. J. Digit. Imaging 34(4): 1005-1013 (2021) - [j4]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) - [c23]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: 621-628 - [c22]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: 645-650 - [c21]Snigdha Kodela, Jahnavi Pinnamraju, Judy W. Gichoya, Saptarshi Purkayastha:
Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV. CBMS 2021: 225-230 - [c20]Areeba Abid, Priyanshu Sinha, Aishwarya Harpale, Judy Gichoya, Saptarshi Purkayastha:
Optimizing Medical Image Classification Models for Edge Devices. DCAI (1) 2021: 77-87 - [c19]Saptarshi Purkayastha:
Electronic Patient Records as a Substrate for Collaboration for Distributed Care in Low-Resource Contexts. ICHI 2021: 289-295 - [c18]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: 1216-1226 - [i14]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 abs/2102.11849 (2021) - [i13]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 abs/2103.03836 (2021) - [i12]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 abs/2107.10356 (2021) - [i11]Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee:
Margin-Aware Intra-Class Novelty Identification for Medical Images. CoRR abs/2108.00117 (2021) - [i10]Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee:
CVAD: A generic medical anomaly detector based on Cascade VAE. CoRR abs/2110.15811 (2021) - [i9]Xiaoyuan Guo, Judy Wawira Gichoya, Hari Trivedi, Saptarshi Purkayastha, Imon Banerjee:
MedShift: identifying shift data for medical dataset curation. CoRR abs/2112.13885 (2021) - 2020
- [c17]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: 189-196 - [c16]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: 125-130 - [c15]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: 26-31 - [c14]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: 189-198 - [i8]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 abs/2003.07507 (2020) - [i7]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 abs/2004.07965 (2020) - [i6]Varoon Mathur, Saptarshi Purkayastha, Judy Wawira Gichoya:
Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care. CoRR abs/2005.12378 (2020) - [i5]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 abs/2006.13262 (2020) - [i4]Shreya Goyal, Saptarshi Purkayastha, Tyler Phillips, Rob Quick, Alexis Britt:
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways. CoRR abs/2012.12835 (2020)
2010 – 2019
- 2019
- [c13]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 - [c12]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: 648-657 - [c11]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: 259-263 - [i3]Bhanu Teja Yandrapalli, Josette Jones, Saptarshi Purkayastha:
Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS. CoRR abs/1910.11437 (2019) - [i2]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 abs/1912.12397 (2019) - 2018
- [j3]Judy W. Gichoya, Marc D. Kohli, Larry Ivange, Teri Sippel 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): 361-370 (2018) - [c10]Josette F. Jones, Rukhaiya Fatima, Saptarshi Purkayastha, Anand Kulanthaivel, Enming Zhang:
Finding the Best EHR Training Dataset: A Cross-over Trial. AMIA 2018 - [c9]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: 361-374 - [i1]Judy W. Gichoya, Siddhartha Nuthakki, Pallavi G. Maity, Saptarshi Purkayastha:
Phronesis of AI in radiology: Superhuman meets natural stupidity. CoRR abs/1803.11244 (2018) - 2017
- [j2]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: 158-167 (2017) - [c8]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 - [c7]Judy Wawira Gichoya, Mohammad Alarifi, Ria Bhaduri, Bilal Tahir, Saptarshi Purkayastha:
Using cognitive fit theory to evaluate patient understanding of medical images. EMBC 2017: 2430-2433 - [c6]Siva Abhishek Addepally, Saptarshi Purkayastha:
Mobile-Application Based Cognitive Behavior Therapy (CBT) for Identifying and Managing Depression and Anxiety. HCI (17) 2017: 3-12 - [c5]Olakunle Oladiran, Judy Gichoya, Saptarshi Purkayastha:
Conversion of JPG Image into DICOM Image Format with One Click Tagging. HCI (17) 2017: 61-70 - [c4]Noah Kasiiti, Judy Wawira Gichoya, Saptarshi Purkayastha, Martin Chieng Were:
Comparative Performance Analysis of Different Fingerprint Biometric Scanners for Patient Matching. MedInfo 2017: 1053-1057 - 2015
- [b1]Saptarshi Purkayastha:
The Genus of Information Infrastructures: Architecture, Governance & Praxis. Norwegian University of Science and Technology, Trondheim, Norway, 2015 - [c3]Manika Maheshwari, Saptarshi Purkayastha:
Designing a drawing-based tool to manage EBRT process in an open-source oncology EMR system. AMIA 2015 - 2013
- [j1]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): 1-17 (2013) - [c2]Saptarshi Purkayastha, Tiwonge Davis Manda, Terje Aksel Sanner:
A Post-development Perspective on mHealth - An Implementation Initiative in Malawi. HICSS 2013: 4217-4225 - 2010
- [c1]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: 263
Coauthor Index
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last updated on 2024-11-30 01:14 CET by the dblp team
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