Publications

Joyce D Schroeder, Ricardo Bigolin Lanfredi, Tao Li, Jessica Chan, Clement Vachet, Robert Paine, Vivek Srikumar, Tolga Tasdizen (2021). Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data. International Journal of Chronic Obstructive Pulmonary Disease.

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

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Ricardo Bigolin Lanfredi, Joyce D Schroeder, Tolga Tasdizen (2020). Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent. arXiv preprint.

Ricardo Bigolin Lanfredi, Joyce D Schroeder, Clement Vachet, Tolga Tasdizen (2019). Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays. MICCAI 2019.

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Mehran Javanmardi, Ricardo Bigolin Lanfredi, Mujdat Cetin, Tolga Tasdizen (2018). Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Waldir Leite Roque, Katia Arcaro, Ricardo Bigolin Lanfredi (2012). Trabecular network tortuosity and connectivity of distal radius from microtomographic images. Revista Brasileira de Engenharia Biomédica.