Ricardo Bigolin Lanfredi

Latest

• Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data
• Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields
• Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent
• Eye-tracking Annotations for Deep Learning Radiology Applications
• Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays
• Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation
• COPD from Chest X-rays
• Trabecular network tortuosity and connectivity of distal radius from microtomographic images