Radiology Algorithmic encoding of protected characteristics in chest X-ray disease detection models. February 15, 2023
Dermatology | Healthcare | Machine Learning Racial underrepresentation in dermatological datasets leads to biased machine learning models and inequitable healthcare. January 9, 2023
Artificial Intelligence | Cardiology | Medical Imaging Real-world performance, long-term efficacy, and absence of bias in the artificial intelligence enhanced electrocardiogram to detect left ventricular systolic dysfunction. October 17, 2022
Pediatrics | Radiology Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs. September 27, 2022
Radiology Possible Bias in Supervised Deep Learning Algorithms for CT Lung Nodule Detection and Classification. August 26, 2022
Ophthalmology The Ethical and Societal Considerations for the Rise of Artificial Intelligence and Big Data in Ophthalmology. July 15, 2022
Artificial Intelligence | Infectious Diseases | Radiology The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays. June 8, 2022
AI in Medicine | Data Science | Healthcare Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset. May 3, 2022
Radiology | Respiratory Medicine Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening? April 28, 2022
Cardiology | Radiology Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation. April 25, 2022