Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. - Mehran Javanmardi; Ricardo Bigolin Lanfredi; Müjdat Çetin; Tolga Tasdizen (CVPR Workshops, 2018)

Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays. - Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Clement Vachet; Tolga Tasdizen (MICCAI (6), 2019)

Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. - Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Clement Vachet; Tolga Tasdizen (MICCAI (2), 2020)

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays. - Ricardo Bigolin Lanfredi; Mingyuan Zhang; William F. Auffermann; Jessica Chan; Phuong-Anh T. Duong; Vivek Srikumar; Trafton Drew; Joyce D. Schroeder; Tolga Tasdizen (CoRR, 2021)

Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays. - Ricardo Bigolin Lanfredi; Ambuj Arora; Trafton Drew; Joyce D. Schroeder; Tolga Tasdizen (CoRR, 2021)

Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation. - Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Tolga Tasdizen (CoRR, 2022)

Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent. - Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Tolga Tasdizen (Pattern Recognit., 2023)

Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: A data-driven approach for improved classification. - Ricardo Bigolin Lanfredi; Pritam Mukherjee; Ronald M. Summers (Medical Image Anal., 2025)

LEAVS: An LLM-based Labeler for Abdominal CT Supervision. - Ricardo Bigolin Lanfredi; Yan Zhuang; Mark Finkelstein; Praveen Thoppey Srinivasan Balamuralikrishna; Luke Krembs; Brandon Khoury; Arthi Reddy; Pritam Mukherjee; Neil M. Rofsky; Ronald M. Summers (CoRR, 2025)