Ricardo Bigolin Lanfredi

14 papers Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: A data-driven approach for improved classification. Medical Image Anal. Ricardo Bigolin Lanfredi, Pritam Mukherjee, Ronald M. Summers
2025	—	`conf`	LEAVS: An LLM-Based Labeler for Abdominal CT Supervision. MICCAI (5) 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
2025	J	`jnl`	LEAVS: An LLM-based Labeler for Abdominal CT Supervision. CoRR 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
2024	J	`jnl`	Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification. CoRR Ricardo Bigolin Lanfredi, Pritam Mukherjee, Ronald M. Summers
2023	J	`jnl`	Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent. Pattern Recognit. Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
2022	J	`jnl`	Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation. CoRR Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
2021	J	`jnl`	Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays. CoRR Ricardo Bigolin Lanfredi, Ambuj Arora, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
2021	J	`jnl`	REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays. CoRR Ricardo Bigolin Lanfredi, Mingyuan Zhang, William F. Auffermann, Jessica Chan, Phuong-Anh T. Duong, Vivek Srikumar, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
2020	—	`conf`	Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. MICCAI (2) Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
2020	J	`jnl`	Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. CoRR Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
2020	J	`jnl`	Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent. CoRR Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
2019	—	`conf`	Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays. MICCAI (6) Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
2019	J	`jnl`	Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays. CoRR Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
2018	—	`conf`	Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. CVPR Workshops Mehran Javanmardi, Ricardo Bigolin Lanfredi, Müjdat Çetin, Tolga Tasdizen