Interpretation of Disease Evidence for Medical Images Using Adversarial
Deformation Fields

v1v2 (latest)

Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields

4 July 2020

Ricardo Bigolin Lanfredi

Joyce D. Schroeder

ArXiv (abs)PDF HTML

Papers citing "Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields"

7 / 7 papers shown

Title
Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays Ricardo Bigolin Lanfredi Joyce D. Schroeder C. Vachet Tolga Tasdizen GAN MedIm 46 14 0 27 Aug 2019
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods Miriam Hagele P. Seegerer Sebastian Lapuschkin M. Bockmayr Wojciech Samek Frederick Klauschen K. Müller Alexander Binder 97 161 0 15 Aug 2019
Learning Conditional Deformable Templates with Convolutional Networks Adrian Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 37 115 0 07 Aug 2019
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 81 144 0 24 Nov 2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,703 0 14 Nov 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 207 9,548 0 31 Mar 2017
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015