Judy W. Gichoya

25 papers B 1C 1Misc 2Journal 20Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Real-world performance evaluation of a commercial deep learning model for intracranial hemorrhage detection. npj Digit. Medicine Mohammadreza Chavoshi, Aawez Mansuri, Wasif Bala, Beatrice Brown-Mulry, Theodorus Dapamede, Rohan Satya Isaac, Bardia Khosravi, Hanzhou Li, Frank Li, John T. Moon, Chad Robichaux, Dan Cohen-Addad, Ninad V. Salastekar, Judy W. Gichoya, Hari Trivedi
2025	J	`jnl`	The Power of Data Communities. CoRR Lucas McCullum, Miguel Ángel Armengol de La Hoz, Catherine G. Bielick, Daniel K. Ebner, Amelia Fiske, Jack Gallifant, Judy W. Gichoya, Rahul Gorijavolu, Nura Izath, Anna E. Premo, Alice Rangel Teixeira, Christopher M. Sauer, Leo A. Celi
2024	J	`jnl`	A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey. J. Imaging Inform. Medicine Sanaz Vahdati, Bardia Khosravi, Elham Mahmoudi, Kuan Zhang, Pouria Rouzrokh, Shahriar Faghani, Mana Moassefi, Aylin Tahmasebi, Katherine P. Andriole, Peter Chang, Keyvan Farahani, Mona G. Flores, Les R. Folio, Sina Houshmand, Maryellen L. Giger, Judy W. Gichoya, Bradley J. Erickson
2024	J	`jnl`	Efficient adversarial debiasing with concept activation vector - Medical image case-studies. J. Biomed. Informatics Ramon Correa, Khushbu Pahwa, Bhavik N. Patel, Celine M. Vachon, Judy W. Gichoya, Imon Banerjee
2024	J	`jnl`	Ethical debates amidst flawed healthcare artificial intelligence metrics. npj Digit. Medicine Jack Gallifant, Danielle S. Bitterman, Leo Anthony Celi, Judy W. Gichoya, João Matos, Liam G. McCoy, Robin L. Pierce
2024	J	`jnl`	Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review. Int. J. Medical Informatics Babajide O. Owosela, Rebecca S. Steinberg, Sharon L. Leslie, Leo A. Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice M. Newsome, Judy W. Gichoya
2023	J	`jnl`	A general-purpose AI assistant embedded in an open-source radiology information system. CoRR Saptarshi Purkayastha, Rohan Satya Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy W. Gichoya
2023	J	`jnl`	Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study. Int. J. Medical Informatics Ryan Wang, Li-Ching Chen, Lama Moukheiber, Kenneth Patrick Seastedt, Mira Moukheiber, Dana Moukheiber, Zachary Zaiman, Sulaiman Moukheiber, Tess Litchman, Hari Trivedi, Rebecca Steinberg, Judy W. Gichoya, Po-Chih Kuo, Leo A. Celi
2023	J	`jnl`	FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.
2023	J	`jnl`	Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research. CoRR 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
2023	J	`jnl`	The Limits of Fair Medical Imaging AI In The Wild. CoRR Yuzhe Yang, Haoran Zhang, Judy W. Gichoya, Dina Katabi, Marzyeh Ghassemi
2022	J	`jnl`	Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation. J. Digit. Imaging Jiwoong Jason Jeong, Amara Tariq, Tobiloba Adejumo, Hari Trivedi, Judy W. Gichoya, Imon Banerjee
2021	Misc	`conf`	A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text. AMIA Thiago Santos, Omar Kallas, Janice M. Newsome, Daniel L. Rubin, Judy W. Gichoya, Imon Banerjee
2021	B	`conf`	Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV. CBMS Snigdha Kodela, Jahnavi Pinnamraju, Judy W. Gichoya, Saptarshi Purkayastha
2021	J	`jnl`	Reading Race: AI Recognises Patient's Racial Identity In Medical Images. CoRR 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
2021	J	`jnl`	Two-step adversarial debiasing with partial learning - medical image case-studies. CoRR Ramon Correa, Jiwoong Jason Jeong, Bhavik N. Patel, Hari Trivedi, Judy W. Gichoya, Imon Banerjee
2021	C	`conf`	Using Machine Learning Approaches to Identify Exercise Activities from a Triple-Synchronous Biomedical Sensor. ISDA Yohan Mahajan, Jahnavi Pinnamraju, John L. Burns, Judy W. Gichoya, Saptarshi Purkayastha
2020	J	`jnl`	Just in Time Radiology Decision Support Using Real-time Data Feeds. J. Digit. Imaging John L. Burns, Dan Hasting, Judy W. Gichoya, Ben McKibben, Lindsey Shea, Mark Frank
2020	J	`jnl`	Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes. CoRR A. K. Bhavani Singh, Mounika Guntu, Ananth Reddy Bhimireddy, Judy W. Gichoya, Saptarshi Purkayastha
2020	J	`jnl`	Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications. CoRR Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jason Jeong, Hari Trivedi, Judy W. Gichoya
2019	—	`conf`	Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-Rays. CVC (1) Saptarshi Purkayastha, Surendra Babu Buddi, Siddhartha Nuthakki, Bhawana Yadav, Judy W. Gichoya
2019	J	`jnl`	Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks. CoRR Siddhartha Nuthakki, Sunil Neela, Judy W. Gichoya, Saptarshi Purkayastha
2018	J	`jnl`	A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System. J. Digit. Imaging Judy W. Gichoya, Marc D. Kohli, Larry Ivange, Teri Sippel Schmidt, Saptarshi Purkayastha
2018	J	`jnl`	Phronesis of AI in radiology: Superhuman meets natural stupidity. CoRR Judy W. Gichoya, Siddhartha Nuthakki, Pallavi G. Maity, Saptarshi Purkayastha
2016	Misc	`conf`	The OpenMRS Community's Experience: A Decade of Developing and Implementing Medical Record Systems Within Constraint. AMIA Theresa Cullen, Paul G. Biondich, Burke W. Mamlin, Judy W. Gichoya, Hamish S. F. Fraser