JudyWawiraGichoyaMDMS

PubMed

• From Bench to Bedside With Large Language Models:Expert Panel Narrative Review.
  Rajesh Bhayana, Felipe C Kitamura, Som Biswas, Tessa S Cook, Woojin Kim, Judy Gichoya, Paul H Yi> ;AJR. American Journal of Roentgenology. 2024 Apr 10
• Machine learning for healthcare that matters: Reorienting from technical novelty to equitable impact.
  Aparna Balagopalan, Ioana Baldini, Leo Anthony Celi, Liam G McCoy, Tristan Naumann, Uri Shalit, Mihaela van der Schaar, Kiri L Wagstaff, Judy Gichoya> ;PLOS Digital Health. 2024 Apr 1
• 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.
  Sanaz Vahdati, Bardia Khosravi, Elham Mahmoudi, Kuan Zhang, Pouria Rouzrokh, Shahriar Faghani, Mana Moassefi, Aylin Tahmasebi, Katherine P Andriole, Peter Chang, Keyva...> ;Journal of Imaging Informatics in Medicine. 2024 Apr 1
• Digital tools for youth health promotion: principles, policies and practices in sub-Saharan Africa.
  Agata Ferretti, Kwame K Adjei, Joseph Ali, Caesar Atuire, Betrand Tambe Ayuk, Boladé Hamed Banougnin, Nezerith Cengiz, Judy Gichoya, Daudi Jjingo, Damian Omari Juma, W...> ;Health Promotion International. 2024 Apr 1
• Drop the shortcuts: image augmentation improves fairness and decreases AI detection of race and other demographics from medical images.
  Ryan Wang, Po-Chih Kuo, Li-Ching Chen, Kenneth Patrick Seastedt, Judy Wawira Gichoya, Leo Anthony Celi> ;Ebiomedicine. 2024 Apr 1
• An Introductory Guide to Artificial Intelligence in Interventional Radiology: Part 2: Implementation Considerations and Harms.
  Blair Edward Warren, Alexander Bilbily, Judy Wawira Gichoya, Lucas B Chartier, Aly Fawzy, Camilo Barragán, Arash Jaberi, Sebastian Mafeld> ;Canadian Association of Radiologists Journal = Journal L'association Canadienne Des Radiologistes. 2024 Mar 6
• An Introductory Guide to Artificial Intelligence in Interventional Radiology: Part 1 Foundational Knowledge.
  Blair Edward Warren, Alexander Bilbily, Judy Wawira Gichoya, Aaron Conway, Ben Li, Aly Fawzy, Camilo Barragán, Arash Jaberi, Sebastian Mafeld> ;Canadian Association of Radiologists Journal = Journal L'association Canadienne Des Radiologistes. 2024 Mar 6
• Utility of skin tone on pulse oximetry in critically ill patients: a prospective cohort study.
  Sicheng Hao, Katelyn Dempsey, João Matos, Warren Kibbe, Chuan Hong, Ian Wong, Christopher E Cox, Veronica Rotemberg, Judy W Gichoya> ;Medrxiv. 2024 Feb 27
• AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study.
  Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari Trivedi, Judy Gichoya> ;JMIR Medical Education. 2024 Feb 20
• Implications of Bias in Artificial Intelligence: Considerations for Cardiovascular Imaging.
  Marly van Assen, Ashley Beecy, Gabrielle Gershon, Janice Newsome, Hari Trivedi, Judy Gichoya> ;Current Atherosclerosis Reports. 2024 Apr 1
• Theory of radiologist interaction with instant messaging decision support tools: A sequential-explanatory study.
  John Lee Burns, Judy Wawira Gichoya, Marc D Kohli, Josette Jones, Saptarshi Purkayastha> ;PLOS Digital Health. 2024 Feb 1
• Peer review of GPT-4 technical report and systems card.
  Gallifant, J., Fiske, A., Levites Strekalova, Y., Osorio-Valencia, J., Parke, R., Mwavu, R., Martinez, N., Ghassemi, M., Demner-Fushman, D., McCoy, L., Celi, L., Pierc...> ;PLOS Digital Health. 2024 Jan 1
• The LLM Will See You Now: Performance of ChatGPT on the Brazilian Radiology and Diagnostic Imaging and Mammography Board Examinations.
  Trivedi, H., Wawira Gichoya, J.> ;Radiology. Artificial Intelligence. 2024 Jan 1
• 6 citations
  Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study.
  Zack, T., Lehman, E., Suzgun, M., Jurafsky, D., Szolovits, P., Butte, A., Alsentzer, E., Rodriguez, J., Celi, L., Gichoya, J., Bates, D., Abdulnour, R.> ;The Lancet. Digital Health. 2024 Jan 1
• Response to Comment for "Understanding Radiological Journal Views and Policies on Large Language Models in Academic Writing".
  Moon, J., Trivedi, H., Gichoya, J., Li, H.> ;Journal of the American College of Radiology. 2023 Dec 19
• Efficient adversarial debiasing with concept activation vector - Medical image case-studies.
  Correa, R., Pahwa, K., Vachon, C., Banerjee, I., Patel, B., Gichoya, J.> ;Journal of Biomedical Informatics. 2024 Jan 1
• Disparities in Transplant Interventions.
  Thomas, K., Babajide, O., Gichoya, J., Newsome, J.> ;Techniques in Vascular and Interventional Radiology. 2023 Dec 1
• 1 citations
  Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review.
  Babajide O Owosela, Rebecca S Steinberg, Sharon L Leslie, Leo A Celi, Saptarshi Purkayastha, Rakesh Shiradkar, Janice M Newsome, Judy W Gichoya> ;International Journal of Medical Informatics. 2024 Feb 1
• Association between Patient Race and Ethnicity and Use of Invasive Ventilation in the United States.
  Fred M Abdelmalek, Federico Angriman, Julie Moore, Kuan Liu, Lisa Burry, Laleh Seyyed-Kalantari, Sangeeta Mehta, Judy Gichoya, Leo Anthony Celi, George Tomlinson, Mich...> ;Annals of the American Thoracic Society. 2024 Feb 1
• Fairness as an afterthought: An American perspective on fairness in model developer-clinician user collaborations.
  John Banja, Judy Wawira Gichoya, Nicole Martinez-Martin, Lance A Waller, Gari D Clifford> ;PLOS Digital Health. 2023 Nov 1
• Special Section Guest Editorial: Global Health, Bias, and Diversity in AI in Medical Imaging.
  Sá, R., Summers, R., Whitney, H., Gichoya, J.> ;Journal of Medical Imaging. 2023 Nov 1
• 1 citations
  Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.
  Heather M Whitney, Natalie Baughan, Kyle J Myers, Karen Drukker, Judy Gichoya, Brad Bower, Weijie Chen, Nicholas Gruszauskas, Jayashree Kalpathy-Cramer, Sanmi Koyejo, ...> ;Journal of Medical Imaging. 2023 Nov 1
• Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts.
  John Lee Burns, Zachary Zaiman, Jack Vanschaik, Gaoxiang Luo, Le Peng, Brandon Price, Garric Mathias, Vijay Mittal, Akshay Sagane, Christopher Tignanelli, Sunandan Cha...> ;Journal of Medical Imaging. 2023 Nov 1
• 10 citations
  Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model d...
  Karen Drukker, Weijie Chen, Judy Gichoya, Nicholas Gruszauskas, Jayashree Kalpathy-Cramer, Sanmi Koyejo, Kyle Myers, Rui C Sá, Berkman Sahiner, Heather Whitney, Zi Zha...> ;Journal of Medical Imaging. 2023 Nov 1
• 6 citations
  AI pitfalls and what not to do: mitigating bias in AI.
  Judy Wawira Gichoya, Kaesha Thomas, Leo Anthony Celi, Nabile Safdar, Imon Banerjee, John D Banja, Laleh Seyyed-Kalantari, Hari Trivedi, Saptarshi Purkayastha> ;The British Journal of Radiology. 2023 Oct 1
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