Center for Research in Comptuer Vision
Center for Research in Comptuer Vision


New Publication by Dr. Bagci in MICCAI 2015 - Workshop of "Deep Learning in Medical Image Analysis" (DLMIA)


Collaborative efforts among NIH Radiology department, UCF CRCV, and University of Applied Sciences Western Switzerland resulted in a publication in the first workshop of Deep Learning in Medical Image Analysis, in association with MICCAI 2015 (Munich, Germany).

Dr. Gao (NIH) started her postdoctoral fellowship at CIDI under Drs. Bagci's and Xu's supervision and conducted development of deep learning strategies for classification of CT attenuation patterns for lung diseases, in particular ILD (interstitial lung diseases). Initial results of her study was accepted and published in DLMIA workshop of MICCAI 2015.

Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks M. Gao, U. Bagci, L. Lu, A. Wu, M. Buty, H-C. Shin, H. Roth, G.Z. Papadakis, A. Depeursinge, R.M. Summers, Z. Xu, and D.J. Mollura.