Joyce D. Schroeder

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Computed Tomography

Top Venues

Pattern Recognit.

Medical Image Anal.

Publications

Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. IEEE Trans. Medical Imaging 43 (7) (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)
Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network. ISBI (2022)
Di Wang, Yue Pan, Oguz C. Durumeric, Joseph M. Reinhardt, Eric A. Hoffman, Joyce D. Schroeder, Gary E. Christensen
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints. Medical Image Anal. 79 (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)
Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network. 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)