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Author Details

Judy Wawira Gichoya
Emory University
2012
83
12
PMIDPaper TitleJournal TitlePublished Year
38043883Efficient adversarial debiasing with concept activation vector - Medical image case-studies.J Biomed Inform2024
38088002Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review.Int J Med Inform2024
37558108Understanding Radiological Journal Views and Policies on Large Language Models in Academic Writing.J Am Coll Radiol2024
36344632Natural Language Processing Model for Identifying Critical Findings-A Multi-Institutional Study.J Digit Imaging2023
37588666Impact of multi-source data augmentation on performance of convolutional neural networks for abnormality classification in mammography.Front Radiol2023
37698583AI pitfalls and what not to do: mitigating bias in AI.Br J Radiol2023
37506964"Shortcuts" Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation.J Am Coll Radiol2023
37578942A new tool for evaluating health equity in academic journals; the Diversity Factor.PLOS Glob Public Health2023
37545750Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts.J Med Imaging (Bellingham)2023
37690225Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study.Int J Med Inform2023
37983258Fairness as an afterthought: An American perspective on fairness in model developer-clinician user collaborations.PLOS Digit Health2023
37257937Structural under-reporting of informed consent, data handling and sharing, ethical approval, and application of Open Science principles as proxies for study quality conduct in COVID-19 research: a systematic scoping review.BMJ Glob Health2023
37125409Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.J Med Imaging (Bellingham)2023
37120418Ethics of large language models in medicine and medical research.Lancet Digit Health2023
37419921Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.Nat Commun2023
37388280Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.J Med Imaging (Bellingham)2023
37148953Sociodemographic Variables Reporting in Human Radiology Artificial Intelligence Research.J Am Coll Radiol2023
37344002Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only.BMJ Health Care Inform2023
37469387Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.J Med Imaging (Bellingham)2023
37440627Implications of predicting race variables from medical images.Science2023
37336169Decoding radiology reports: Potential application of OpenAI ChatGPT to enhance patient understanding of diagnostic reports.Clin Imaging2023
37036866Equity should be fundamental to the emergence of innovation.PLOS Digit Health2023
37167055MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation.IEEE J Biomed Health Inform2023
37095660Imaging Artificial Intelligence: A Framework for Radiologists to Address Health Equity, From the <i>AJR</i> Special Series on DEI.AJR Am J Roentgenol2023
37128395Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.AMIA Annu Symp Proc2023
36721407The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images.Radiol Artif Intell2023
36517994Fostering an inclusive workplace for LGBTQIA+ people in radiology and radiation oncology.J Med Imaging Radiat Oncol2023
36651834Bias and Non-Diversity of Big Data in Artificial Intelligence: Focus on Retinal Diseases.Semin Ophthalmol2023
36629989Using Deep Learning to Predict Treatment Response in Patients with Hepatocellular Carcinoma Treated with Y90 Radiation Segmentectomy.J Digit Imaging2023
34767469Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model.J Clin Oncol2022
35606258The Radiology: Artificial Intelligence Trainee Editorial Board: Initial Experience and Future Directions.Acad Radiol2022
35568690AI recognition of patient race in medical imaging: a modelling study.Lancet Digit Health2022
35391772Automatic Localization and Brand Detection of Cervical Spine Hardware on Radiographs Using Weakly Supervised Machine Learning.Radiol Artif Intell2022
35391770Overview of Noninterpretive Artificial Intelligence Models for Safety, Quality, Workflow, and Education Applications in Radiology Practice.Radiol Artif Intell2022
36214629Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.J Am Med Inform Assoc2022
36027866Intellectual property: A primer for radiologists.Clin Imaging2022
36324799Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.medRxiv2022
36087418Prophylactic IVC filter placement in patients with severe intracranial, spinal cord, and orthopedic injuries at high thromboembolic event risk: A utilization and outcomes analysis of the National Trauma Data Bank.Clin Imaging2022
35127968Margin-aware intraclass novelty identification for medical images.J Med Imaging (Bellingham)2022
35308953A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text.AMIA Annu Symp Proc2022
35242443Automatic Classification of Cancer Pathology Reports: A Systematic Review.J Pathol Inform2022
35033309Detecting Racial/Ethnic Health Disparities Using Deep Learning From Frontal Chest Radiography.J Am Coll Radiol2022
35033306Balancing the Scales: An Analysis of Social Determinants of Health, Radiology Report Acuity, and Radiology Staffing Models in an Academic Health System.J Am Coll Radiol2022
35027757Optimizing risk-based breast cancer screening policies with reinforcement learning.Nat Med2022
35337638An interactive dashboard to track themes, development maturity, and global equity in clinical artificial intelligence research.Lancet Digit Health2022
35082552Towards an internet-scale overlay network for latency-aware decentralized workflows at the edge.Comput Netw2022
35022924Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.J Digit Imaging2022
35197110Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.J Biomed Semantics2022
34798562Multireader evaluation of radiologist performance for COVID-19 detection on emergency department chest radiographs.Clin Imaging2022
34083734Patient-specific COVID-19 resource utilization prediction using fusion AI model.NPJ Digit Med2021
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Collaborators

Emory University
Co-authored papers 24
Indiana University-Purdue University Indianapolis
Co-authored papers 18
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 17
Stanford University School of Medicine
Co-authored papers 13
Emory University
Co-authored papers 10
Mayo Clinic
Co-authored papers 9
Stanford University.
Co-authored papers 5
Gold Coast University Hospital
Co-authored papers 4
University of Illinois Chicago
Co-authored papers 3
Center for Biomedical Informatics, Regenstrief Institute
Co-authored papers 3
University of Virginia School of Medicine, USA Center for Advanced Medical Analytics
Co-authored papers 3
T.H. Chan School of Public Health, Harvard University
Co-authored papers 3
Emory University School of Medicine
Co-authored papers 3
Florida State University
Co-authored papers 3
Inc., University of California san francisco
Co-authored papers 3
Medway NHS Foundation Trust
Co-authored papers 2
University of Pennsylvania
Co-authored papers 2
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 2
Department of Surgery University of Minnesota Minneapolis Minnesota USA.
Co-authored papers 2
National Polytechnic Institute
Co-authored papers 2
University of Illinois Chicago
Co-authored papers 2
Center for Biomedical Informatics, Regenstrief Institute
Co-authored papers 2
College of Life Science, China Medical University Taichung 406040
Co-authored papers 2
University of Minnesota
Co-authored papers 2
Co-authored papers 2
3Vector Institute
Co-authored papers 2
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 1
CAPHRI Care and Public Health Research Institute, Maastricht University
Co-authored papers 1
Stanford University
Co-authored papers 1
University of Toronto
Co-authored papers 1