Ricardo Bigolin Lanfredi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Deformation Field

Computer Tomography

Top Venues

Pattern Recognit.

Publications

Ricardo Bigolin Lanfredi, Pritam Mukherjee, Ronald M. Summers
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification. CoRR (2024)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent. Pattern Recognit. 139 (2023)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation. CoRR (2022)
Ricardo Bigolin Lanfredi, Ambuj Arora, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays. CoRR (2021)
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William F. Auffermann, Jessica Chan, Phuong-Anh T. Duong, Vivek Srikumar, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays. CoRR (2021)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. MICCAI (2) (2020)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent. CoRR (2020)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. CoRR (2020)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays. MICCAI (6) (2019)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays. CoRR (2019)
Mehran Javanmardi, Ricardo Bigolin Lanfredi, Müjdat Çetin, Tolga Tasdizen
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. CVPR Workshops (2018)