September 15, 2016

Publications

76 entries « 1 of 2 »

2021

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

MedShift: identifying shift data for medical dataset curation Journal Article

In: arXiv preprint arXiv:2112.13885, 2021.

Abstract | Links | BibTeX

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 Inproceedings

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 Inproceedings

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 Inproceedings

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 Inproceedings

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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Phillips, Tyler; Yu, Xiaoyuan; Haakenson, Brandon; Goyal, Shreya; Zou, Xukai; Purkayastha, Saptarshi; Wu, Huanmei

AuthN-AuthZ: Integrated, User-Friendly and Privacy-Preserving Authentication and Authorization Inproceedings

In: 2020 Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), pp. 189–198, IEEE 2020.

BibTeX

Balthazar, Patricia; Tajmir, Shahein H; Ortiz, Daniel A; Herse, Catherine C; Shea, Lindsey AG; Seals, Kevin F; Cohen-Addad, Dan; Purkayastha, Saptarshi; Gichoya, Judy W

The Artificial Intelligence Journal Club (# RADAIJC): A Multi-Institutional Resident-Driven Web-Based Educational Initiative Journal Article

In: Academic radiology, vol. 27, no. 1, pp. 136–139, 2020.

BibTeX

Purkayastha, Saptarshi; Addepally, Siva Abhishek; Bucher, Sherri

Engagement and Usability of a Cognitive Behavioral Therapy Mobile App Compared With Web-Based Cognitive Behavioral Therapy Among College Students: Randomized Heuristic Trial Journal Article

In: JMIR Human Factors, vol. 7, no. 1, pp. e14146, 2020.

BibTeX

Singh, AK; Guntu, Mounika; Bhimireddy, Ananth Reddy; Gichoya, Judy W; Purkayastha, Saptarshi

Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes Journal Article

In: arXiv preprint arXiv:2003.07507, 2020.

BibTeX

Kathiravelu, Pradeeban; Sharma, Ashish; Purkayastha, Saptarshi; Sinha, Priyanshu; Cadrin-Chenevert, Alexandre; Banerjee, Imon; Gichoya, Judy Wawira

Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS Journal Article

In: arXiv preprint arXiv:2004.07965, 2020.

BibTeX

Mathur, Varoon; Purkayashtha, Saptarshi; Gichoya, Judy Wawira

Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care Journal Article

In: arXiv preprint arXiv:2005.12378, 2020.

BibTeX

Umoren, Rachel A; Bucher, Sherri; Purkayastha, Saptarshi; Ezeaka, Chinyere; Esamai, Fabian; Mairami, Amsa; Asangansi, Ime; Bresnahan, Brian; Paton, Chris

eHBB/mHBS-DHIS2: Mobile Virtual Reality Provider Training in Helping Babies Breathetextregistered Miscellaneous

2020.

BibTeX

Umoren, Rachel A; Ezeaka, Chinyere; Esamai, Fabian; Kshatriya, Bhavani Agnikula; Avanigadda, Prem; Clopp, Bailey; Ezenwa, Beatrice; Fajolu, Iretiola; Feltner, John; Makokha, Felicitas; others,

Pre-Training Cognitive and Psychomotor Gaps in Healthcare Worker Neonatal Resuscitation Skills for Helping Babies Breathe--A Report from the eHBB/mHBS Study Miscellaneous

2020.

BibTeX

Banerjee, Imon; Sinha, Priyanshu; Purkayastha, Saptarshi; Mashhaditafreshi, Nazanin; Tariq, Amara; Jeong, Jiwoong; Trivedi, Hari; Gichoya, Judy W

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications Journal Article

In: arXiv preprint arXiv:2006.13262, 2020.

BibTeX

2019

Nuthakki, Siddhartha; Bucher, Sherri; Purkayastha, Saptarshi

The Development and Usability Testing of a Decision Support Mobile App for the Essential Care for Every Baby (ECEB) Program Conference

International Conference on Human-Computer Interaction Springer, Cham, 2019.

BibTeX

Purkayastha, Saptarshi; Buddi, Surendra Babu; Nuthakki, Siddhartha; Yadav, Bhawana; Gichoya, Judy W

Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-Rays Conference

Computer Vision Conference, Springer, Cham, 2019.

Abstract | Links | BibTeX

Purkayastha, Saptarshi; Allam, Roshini; Maity, Pallavi; Gichoya, Judy W

Comparison of Open-Source Electronic Health Record Systems Based on Functional and User Performance Criteria Journal Article

In: Healthcare informatics research, vol. 25, no. 2, pp. 89-98, 2019.

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Kasthurirathne, Suranga N; Biondich, Paul G; Grannis, Shaun J; Purkayastha, Saptarshi; Vest, Joshua R; Jones, Josette F

Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach Journal Article

In: Journal of medical Internet research, vol. 21, no. 7, pp. e13809, 2019.

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Yandrapalli, Bhanu Teja; Jones, Josette; Purkayastha, Saptarshi

Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS Journal Article

In: arXiv preprint arXiv:1910.11437, 2019.

BibTeX

Obidi, Joyce; Villa, Carlos Hipolito; Storch, Emily; Whitaker, Barbee I; Chada, Kinnera; Williams, Alan; Fowler, Stephanie; Schilling, Lisa; Kahn, Michael G; Edlavitch, Stanley A; others,

Trends in RED Blood CELL Transfusions within the Biologics Effectiveness and Safety (BEST) Initiative Network, 2012-2018 Inproceedings

In: 2019 Annual Meeting, AABB 2019.

BibTeX

Purkayastha, Saptarshi; Guntu, Mounika; Ravindran, Radhika; Surapaneni, Asha Kiranmayee

Learning Gains of Process Oriented Guided Inquiry Learning in an Online Course Setting Inproceedings

In: European Conference on e-Learning, pp. 495–XII, Academic Conferences International Limited 2019.

BibTeX

Nuthakki, Siddhartha; Neela, Sunil; Gichoya, Judy W; Purkayastha, Saptarshi

Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks Journal Article

In: arXiv preprint arXiv:1912.12397, 2019.

BibTeX

Purkayastha, Saptarshi; Surapaneni, Asha K; Maity, Pallavi; Rajapuri, Anushri S; Gichoya, Judy W

Critical Components of Formative Assessment in Process-Oriented Guided Inquiry Learning for Online Labs Journal Article

In: Electronic Journal of e-Learning, vol. 17, no. 2, 2019.

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

Full training versus fine tuning for radiology images concept detection task for the Image Conference

2019, ISSN: 1613-0073.

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2018

Asha Kiranmayee Surapaneni Saptarshi Purkayastha, Pallavi Maity

Implementing Guided Inquiry Learning and Measuring Engagement Using an Electronic Health Record System in an Online Setting Conference

European Conference on e-Learning, Academic Conferences International Limited, 2018.

BibTeX

Parvati Ravindranathan Menon Naliyatthaliyazchayil Saptarshi Purkayastha, Asha Kiranmayee Surapaneni

Improving "Desktop medicine" efficiency using Guided Inquiry Learning in an Electronic Health Records System Conference

Communications in Computer and Information Science, vol 852, Springer, Cham, 2018.

BibTeX

Gichoya, Judy W; Kohli, Marc; Ivange, Larry; Schmidt, Teri S; Purkayastha, Saptarshi

A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System Journal Article

In: Journal of digital imaging, pp. 1–10, 2018.

BibTeX

Gichoya, Judy W; Nuthakki, Siddhartha; Maity, Pallavi G; Purkayastha, Saptarshi

Phronesis of AI in radiology: Superhuman meets natural stupidity Journal Article

In: arXiv preprint arXiv:1803.11244, 2018.

BibTeX

2017

Holden, Richard J; Kulanthaivel, Anand; Purkayastha, Saptarshi; Goggins, Kathryn M; Kripalani, Sunil

Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure Journal Article

In: International Journal of Medical Informatics, vol. 108, pp. 158-167, 2017, ISSN: 1386-5056.

Abstract | Links | BibTeX

Kasiiti, N; Wawira, J; Purkayastha, S; Were, MC

Comparative Performance Analysis of Different Fingerprint Biometric Scanners for Patient Matching. Conference

MedInfo 2017, vol. 245, 2017.

BibTeX

Gichoya, Judy Wawira; Alarifi, Mohammad; Bhaduri, Ria; Tahir, Bilal; Purkayastha, Saptarshi

Using cognitive fit theory to evaluate patient understanding of medical images Inproceedings

In: Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, pp. 2430-2433, IEEE 2017.

Abstract | Links | BibTeX

76 entries « 1 of 2 »