Publications

103 entries « 1 of 3 »

2024

Obidi, Joyce; Sridhar, Gayathri; Dores, Graça M; Whitaker, Barbee; Villa, Carlos H; Storch, Emily; Chada, Kinnera; Schilling, Lisa M; Natarajan, Karthik; Biondich, Paul; Soares, Andrey; Spotnitz, Matthew; Falconer, Thomas; Purkayastha, Saptarshi; Draper, Nicole L; Wong, Hui-Lee; Stagg, Matthew; Reich, Christian; Anderson, Steven; Shoaibi, Azadeh

Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative Journal Article

In: Transfusion, 2024.

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Abid, Areeba; Murugan, Avinash; Banerjee, Imon; Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy

AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study Journal Article

In: JMIR Medical Education, vol. 10, pp. e46500, 2024.

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Purkayastha, Saptarshi; Patri, Akshita Venkat; Yerrabandi, Vedasree

A Skills Assessment Pathways-Based Program Assessment Approach in Multidisciplinary Graduate Health Informatics Journal Article

In: Studies in Health Technology and Informatics, vol. 310, pp. 1191–1195, 2024.

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Kuo, Kuan-Ting; Moukheiber, Dana; Ordonez, Sebastian Cajas; Restrepo, David; Paddo, Atika Rahman; Chen, Tsung-Yu; Moukheiber, Lama; Moukheiber, Mira; Moukheiber, Sulaiman; Purkayastha, Saptarshi; others,

DengueNet: Dengue Prediction using Spatiotemporal Satellite Imagery for Resource-Limited Countries Journal Article

In: arXiv preprint arXiv:2401.11114, 2024.

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Burns, John Lee; Gichoya, Judy Wawira; Kohli, Marc D; Jones, Josette; Purkayastha, Saptarshi

Theory of radiologist interaction with instant messaging decision support tools: a sequential-explanatory study Journal Article

In: PLOS Digital Health, vol. 3, no. 2, pp. e0000297, 2024.

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2023

Venkatayogi, Nethra; Gupta, Maanas; Gupta, Alaukik; Nallaparaju, Shreya; Cheemalamarri, Nithya; Gilari, Krithika; Pathak, Shireen; Vishwanath, Krithik; Soney, Carel; Bhattacharya, Tanisha; others,

From Seeing to Knowing with Artificial Intelligence: A Scoping Review of Point-of-Care Ultrasound in Low-Resource Settings Journal Article

In: Applied Sciences, vol. 13, no. 14, pp. 8427, 2023.

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Purkayastha, Saptarshi; Merine, Regina; Dsouza, Vyona; Singh, Pallavi; Gichoya, Judy

Evaluating user acceptance of an open-source mobile app for hospital price transparency rule Conference

ECIS 2023 Research Papers, vol. 403, AIS eLibrary, 2023.

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Owosela, Babajide O; Steinberg, Rebecca S; Leslie, Sharon L; Celi, Leo A; Purkayastha, Saptarshi; Shiradkar, Rakesh; Newsome, Janice M; Gichoya, Judy W

Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review Journal Article

In: International Journal of Medical Informatics, pp. 105303, 2023.

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Kathiravelu, Pradeeban; Fonović, Dalibor; Grbac, Tihana Galinac; Zaiman, Zachary; Veiga, Luís; Gichoya, Judy Wawira; Purkayastha, Saptarshi; Mahmoudi, Babak

The Telehealth Dilemma—Health-Care Deserts Meet the Internet’s Remote Regions Journal Article

In: Computer, vol. 56, no. 9, pp. 39–49, 2023.

BibTeX

Burns, John Lee; Zaiman, Zachary; Vanschaik, Jack; Luo, Gaoxiang; Peng, Le; Price, Brandon; Mathias, Garric; Mittal, Vijay; Sagane, Akshay; Tignanelli, Christopher; Chakraborty, Sunandan; Gichoya, Judy Wawira; Purkayastha, Saptarshi

Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts Journal Article

In: Journal of Medical Imaging, vol. 10, no. 6, pp. 061106–061106, 2023.

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Banerjee, Imon; Bhattacharjee, Kamanasish; Burns, John L; Trivedi, Hari; Purkayastha, Saptarshi; Seyyed-Kalantari, Laleh; Patel, Bhavik N; Shiradkar, Rakesh; Gichoya, Judy

“Shortcuts” causing bias in radiology artificial intelligence: causes, evaluation and mitigation. Journal Article

In: Journal of the American College of Radiology, 2023.

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Paddo, Atika Rahman; Afreen, Sadia; Purkayastha, Saptarshi

Hierarchical Clustering and Multivariate Forecasting for Health Econometrics Proceedings Article

In: epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge Discovery at KDD 2023, 2023.

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Guo, Xiaoyuan; Gichoya, Judy Wawira; Trivedi, Hari; Purkayastha, Saptarshi; Banerjee, Imon

MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation Journal Article

In: IEEE Journal of Biomedical and Health Informatics, 2023.

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Li, Hanzhou; Moon, John T; Purkayastha, Saptarshi; Celi, Leo Anthony; Trivedi, Hari; Gichoya, Judy W

Ethics of large language models in medicine and medical research Journal Article

In: The Lancet Digital Health, vol. 5, no. 6, pp. e333–e335, 2023.

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Purkayastha, Saptarshi; Isaac, Rohan; Anthony, Sharon; Shukla, Shikhar; Krupinski, Elizabeth A; Danish, Joshua A; Gichoya, Judy Wawira

A general-purpose AI assistant embedded in an open-source radiology information system Proceedings Article

In: International Conference on Artificial Intelligence in Medicine, pp. 373–377, Springer Nature Switzerland Cham 2023.

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2022

Merine, Regina; Pinnamraju, Jahnavi; Singh, Darshpreet; Gichoya, Judy W; Purkayastha, Saptarshi

LibreHealth Cost-of-Care Explorer: Mobile Application for Patient-friendly Access to Hospital Chargemasters Proceedings Article

In: 2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), pp. 26–29, IEEE 2022.

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Sinha, Priyanshu; Gichoya, Judy W; Purkayastha, Saptarshi

Leapfrogging medical ai in low-resource contexts using edge tensor processing unit Proceedings Article

In: 2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), pp. 67–70, IEEE 2022.

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Guo, Xiaoyuan; Duan, Jiali; Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy Wawira; Banerjee, Imon

OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System Proceedings Article

In: Proceedings of the 2022 International Conference on Multimedia Retrieval, pp. 11–18, 2022.

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Sinha, Priyanshu; Tummala, Sai Sreya; Purkayastha, Saptarshi; Gichoya, Judy

Energy Efficiency of Quantized Neural Networks in Medical Imaging Proceedings Article

In: Medical Imaging with Deep Learning, 2022.

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Tummala, Sriharsha; Purkayastha, Saptarshi; Jones, Josette

Development and evaluation of a natural language conversational bot for identifying appropriate clinician referral from patient narratives Journal Article

In: 2022.

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Gichoya, Judy Wawira; Banerjee, Imon; Bhimireddy, Ananth Reddy; Burns, John L; Celi, Leo Anthony; Chen, Li-Ching; Correa, Ramon; Dullerud, Natalie; Ghassemi, Marzyeh; Huang, Shih-Cheng; others,

AI recognition of patient race in medical imaging: a modelling study Journal Article

In: The Lancet Digital Health, vol. 4, no. 6, pp. e406–e414, 2022.

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Ochoa, Rodrigo; Álvarez, Alessa; Freitas, Jordan; Purkayastha, Saptarshi; Vélez, Iván D

NTD Health: An electronic medical record system for neglected tropical diseases Journal Article

In: Biomédica, vol. 42, no. 4, pp. 602–610, 2022.

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Merine, Regina; Purkayastha, Saptarshi

Risks and Benefits of AI-generated Text Summarization for Expert Level Content in Graduate Health Informatics Proceedings Article

In: 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), pp. 567–574, IEEE 2022.

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Ezenwa, Beatrice Nkolika; Umoren, Rachel; Fajolu, Iretiola Bamikeolu; Hippe, Daniel S; Bucher, Sherri; Purkayastha, Saptarshi; Okwako, Felicitas; Esamai, Fabian; Feltner, John B; Olawuyi, Olubukola; others,

Using mobile virtual reality simulation to prepare for in-person helping babies breathe training: Secondary analysis of a randomized controlled trial (the eHBB/mHBS trial) Journal Article

In: JMIR Medical Education, vol. 8, no. 3, pp. e37297, 2022.

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Guo, Xiaoyuan; Gichoya, Judy Wawira; Purkayastha, Saptarshi; Banerjee, Imon

CVAD: An Anomaly Detector for Medical Images Based on Cascade VAE Proceedings Article

In: Workshop on Medical Image Learning with Limited and Noisy Data, pp. 187–196, Springer Nature Switzerland Cham 2022.

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Guo, Xiaoyuan; Duan, Jiali; Gichoya, Judy; Trivedi, Hari; Purkayastha, Saptarshi; Sharma, Ashish; Banerjee, Imon

Multi-label Medical Image Retrieval via Learning Multi-class Similarity Journal Article

In: 2022.

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Kathiravelu, Pradeeban; Benkhelifa, Elhadj; Zaiman, Zachary; Wang, Matthew; Correa, Ramon; Veiga, Luís; Banerjee, Imon; Trivedi, Hari; Purkayastha, Saptarshi; Gichoya, Judy; others,

Networking Research Innovations for Telesurgery: A Systematic Review Proceedings Article

In: 2022 Ninth International Conference on Software Defined Systems (SDS), pp. 1–8, IEEE 2022.

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2021

Guo, Xiaoyuan; Gichoya, Judy Wawira; Purkayastha, Saptarshi; Banerjee, Imon

CVAD/An unsupervised image anomaly detector Journal Article

In: Software Impacts, pp. 100195, 2021.

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Mahajan, Yohan; Bhimireddy, Ananth; Abid, Areeba; Gichoya, Judy W; Purkayastha, Saptarshi

PLHI-MC10: A dataset of exercise activities captured through a triple synchronous medically-approved sensor Journal Article

In: Data in Brief, vol. 38, pp. 107287, 2021.

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Abid, Areeba; Sinha, Priyanshu; Harpale, Aishwarya; Gichoya, Judy; Purkayastha, Saptarshi

Optimizing Medical Image Classification Models for Edge Devices Proceedings Article

In: International Symposium on Distributed Computing and Artificial Intelligence, pp. 77–87, Springer, Cham 2021, ISBN: 978-3-030-86261-9.

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Umoren, Rachel; Bucher, Sherri; Hippe, Daniel S; Ezenwa, Beatrice Nkolika; Fajolu, Iretiola Bamikeolu; Okwako, Felicitas M; Feltner, John; Nafula, Mary; Musale, Annet; Olawuyi, Olubukola A; others,

eHBB: a randomised controlled trial of virtual reality or video for neonatal resuscitation refresher training in healthcare workers in resource-scarce settings Journal Article

In: BMJ open, vol. 11, no. 8, pp. e048506, 2021.

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Kathiravelu, Pradeeban; Sharma, Puneet; Sharma, Ashish; Banerjee, Imon; Trivedi, Hari; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Safdar, Nabile; Gichoya, Judy Wawira

A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images Journal Article

In: Journal of Digital Imaging, vol. 34, no. 4, pp. 1005–1013, 2021.

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Guo, Xiaoyuan; Gichoya, Judy Wawira; Purkayastha, Saptarshi; Banerjee, Imon

Margin-Aware Intra-Class Novelty Identification for Medical Images Journal Article

In: arXiv preprint arXiv:2108.00117, 2021.

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Banerjee, Imon; Bhimireddy, Ananth Reddy; Burns, John L; Celi, Leo Anthony; Chen, Li-Ching; Correa, Ramon; Dullerud, Natalie; Ghassemi, Marzyeh; Huang, Shih-Cheng; Kuo, Po-Chih; others,

Reading Race: AI Recognises Patient’s Racial Identity In Medical Images Journal Article

In: arXiv preprint arXiv:2107.10356, 2021.

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Kodela, Snigdha; Pinnamraju, Jahnavi; Gichoya, Judy W; Purkayastha, Saptarshi

Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV Proceedings Article

In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), pp. 225–230, IEEE 2021.

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Tariq, Amara; Celi, Leo Anthony; Newsome, Janice M; Purkayastha, Saptarshi; Bhatia, Neal Kumar; Trivedi, Hari; Gichoya, Judy Wawira; Banerjee, Imon

Patient-specific COVID-19 resource utilization prediction using fusion AI model Journal Article

In: NPJ digital medicine, vol. 4, no. 1, pp. 1–9, 2021.

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Purkayastha, Saptarshi; Goyal, Shreya; Oluwalade, Bolu; Phillips, Tyler; Wu, Huanmei; Zou, Xukai

Usability and Security of Different Authentication Methods for an Electronic Health Records System Conference

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF), 2021.

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Umoren, Rachel A; Patel, Shruti; Bucher, Sherri L; Esamai, Fabian; Ezeaka, Chinyere; Muinga, Naomi; Edgcombe, Hilary; Ezenwa, Beatrice; Fajolu, Iretiola; Feltner, John; others,

Attitudes Of Healthcare Workers In Low-Resource Settings To Mobile Virtual Reality Simulations For Newborn Resuscitation Training–A Report From The eHBB/mHBS Study Miscellaneous

2021.

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Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy Wawira

Failures hiding in success for artificial intelligence in radiology Journal Article

In: Journal of the American College of Radiology, vol. 18, no. 3, pp. 517–519, 2021.

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Umoren, Rachel A; Esamai, Fabian; Ezeaka, Chinyere; Ezenwa, Beatrice; Fajolu, Iretiola; Nafula, Mary; Makokha, Felicitas; Hippe, Dan; Feltner, John; Patel, Shruti; others,

eHBB: A Randomized Controlled Trial Of Virtual Reality For Newborn Resuscitation Refresher Training Of Healthcare Workers In Nigeria And Kenya Miscellaneous

2021.

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Bucher, Sherri L; Rajapuri, Anushri; Ravindran, Radhika; Rukunga, Janet; Horan, Kevin; Esamai, Fabian; Purkayastha, Saptarshi

The Essential Care For Every Baby Digital Action Plan: Design And Usability Testing Of A Mobile Phone-Based Newborn Care Decision Support Tool In Kenya Miscellaneous

2021.

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Purkayastha, Saptarshi; Trivedi, Hari; Gichoya, Judy Wawira

Failures hiding in success for artificial intelligence in radiology Journal Article

In: Journal of the American College of Radiology, vol. 18, no. 3, pp. 517-519, 2021.

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Oluwalade, Bolu; Neela, Sunil; Wawira, Judy; Adejumo, Tobiloba; Purkayastha, Saptarshi

Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Conference

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021), vol. 5, Science and Technology Publications, 2021, ISBN: 978-989-758-490-9.

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Purkayastha, Saptarshi

Electronic Patient Records as a Substrate for Collaboration for Distributed Care in Low-Resource Contexts Proceedings Article

In: 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), pp. 289–295, IEEE 2021.

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2020

Tariq, Amara; Purkayastha, Saptarshi; Padmanaban, Geetha Priya; Krupinski, Elizabeth; Trivedi, Hari; Banerjee, Imon; Gichoya, Judy Wawira

Current clinical applications of artificial intelligence in radiology and their best supporting evidence Journal Article

In: Journal of the American College of Radiology, vol. 17, no. 11, pp. 1371-1381, 2020.

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Bucher, Sherri; Hoilett, Orlando; Bluhm, Nicholas; Walters, Benjamin; Pickering, Alyson; Purkayastha, Saptarshi; Linnes, Jacqueline C; Esamai, Fabian; Ummel, Jason; Ekhaguere, Osayame

Wireless vital signs monitoring of opioid-exposed newborns during skin-to-skin care: Biomedical device innovation Presentation

28.10.2020.

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Goyal, Shreya; Purkayastha, Saptarshi; Phillips, Tyler; Quick, Rob; Britt, Alexis

Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways Conference

Gateways 2020, 2020.

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Bucher, Sherri L.; Cardellichio, Peter; Muinga, Naomi; Patterson, Jackie K.; Thukral, Anu; Deorari, Ashok K.; Data, Santorino; Umoren, Rachel; Purkayastha, Saptarshi

Digital health innovations, tools, and resources to support Helping Babies Survive programs Journal Article

In: Pediatrics, vol. 146, no. Supplement 2, pp. S165-S182, 2020, ISSN: 0031-4005.

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Bhimireddy, Ananth; Sinha, Priyanshu; Oluwalade, Bolu; Gichoya, Judy Wawira; Purkayastha, Saptarshi

Blood Glucose Level Prediction as Time-Series Modeling using Sequence-to-Sequence Neural Networks Proceedings Article

In: Bach, Kerstin; Bunescu, Razvan; Marling, Cindy; Wiratunga, Nirmalie (Ed.): Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), pp. 125-130, CEUR-WS Workshop Proceedings, 2020.

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Rajapuri, Anushri S; Ravindran, Radhika; Horan, Kevin; Bucher, Sherri; Purkayastha, Saptarshi

Essential Care for Every Baby: Neonatal Clinical Decision Support Tool Conference

International Conference on Applied Human Factors and Ergonomics, vol. 1205, 2020, ISBN: 978-3-030-50837-1.

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103 entries « 1 of 3 »