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Publication search results
found 44 matches
- 2017
- Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel:
Transitioning Between Convolutional and Fully Connected Layers in Neural Networks. DLMIA/ML-CDS@MICCAI 2017: 143-150 - Ayelet Akselrod-Ballin, Leonid Karlinsky, Alon Hazan, Ran Bakalo, Ami Ben Horesh, Yoel Shoshan, Ella Barkan:
Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography. DLMIA/ML-CDS@MICCAI 2017: 321-329 - S. M. Masudur Rahman Al-Arif, Karen Knapp, Greg G. Slabaugh:
Region-Aware Deep Localization Framework for Cervical Vertebrae in X-Ray Images. DLMIA/ML-CDS@MICCAI 2017: 74-82 - Manon Ansart, Stéphane Epelbaum, Geoffroy Gagliardi, Olivier Colliot, Didier Dormont, Bruno Dubois, Harald Hampel, Stanley Durrleman:
Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials. DLMIA/ML-CDS@MICCAI 2017: 357-364 - Siqi Bao, Pei Wang, Albert C. S. Chung:
3D Randomized Connection Network with Graph-Based Inference. DLMIA/ML-CDS@MICCAI 2017: 47-55 - Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof:
Context-Based Normalization of Histological Stains Using Deep Convolutional Features. DLMIA/ML-CDS@MICCAI 2017: 135-142 - Shikha Chaganti, Jamie R. Robinson, Camilo Bermudez, Thomas A. Lasko, Louise A. Mawn, Bennett A. Landman:
EMR-Radiological Phenotypes in Diseases of the Optic Nerve and Their Association with Visual Function. DLMIA/ML-CDS@MICCAI 2017: 373-381 - Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi:
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms. DLMIA/ML-CDS@MICCAI 2017: 100-108 - Zhipeng Ding, Greg M. Fleishman, Xiao Yang, Paul Thompson, Roland Kwitt, Marc Niethammer:
Fast Predictive Simple Geodesic Regression. DLMIA/ML-CDS@MICCAI 2017: 267-275 - Kevin George, Adam P. Harrison, Dakai Jin, Ziyue Xu, Daniel J. Mollura:
Pathological Pulmonary Lobe Segmentation from CT Images Using Progressive Holistically Nested Neural Networks and Random Walker. DLMIA/ML-CDS@MICCAI 2017: 195-203 - Ravnoor S. Gill, Seok-Jun Hong, Fatemeh Fadaie, Benoît Caldairou, Boris C. Bernhardt, Neda Bernasconi, Andrea Bernasconi:
Automated Detection of Epileptogenic Cortical Malformations Using Multimodal MRI. DLMIA/ML-CDS@MICCAI 2017: 349-356 - Azam Hamidinekoo, Reyer Zwiggelaar:
Stain Colour Normalisation to Improve Mitosis Detection on Breast Histology Images. DLMIA/ML-CDS@MICCAI 2017: 213-221 - Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei:
Skin Lesion Segmentation via Deep RefineNet. DLMIA/ML-CDS@MICCAI 2017: 303-311 - Johannes Hofmanninger, Bjoern H. Menze, Marc-André Weber, Georg Langs:
Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates. DLMIA/ML-CDS@MICCAI 2017: 341-348 - Torsten Hopp, P. Cotic Smole, Nicole V. Ruiter:
Automated Multimodal Breast CAD Based on Registration of MRI and Two View Mammography. DLMIA/ML-CDS@MICCAI 2017: 365-372 - Xiaowei Hu, Lequan Yu, Hao Chen, Jing Qin, Pheng-Ann Heng:
AGNet: Attention-Guided Network for Surgical Tool Presence Detection. DLMIA/ML-CDS@MICCAI 2017: 186-194 - Sangheum Hwang, Sunggyun Park:
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks. DLMIA/ML-CDS@MICCAI 2017: 92-99 - Amir Jamaludin, Timor Kadir, Andrew Zisserman:
Self-supervised Learning for Spinal MRIs. DLMIA/ML-CDS@MICCAI 2017: 294-302 - Aleksander Klibisz, Derek C. Rose, Matthew Eicholtz, Jay Blundon, Stanislav Zakharenko:
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks. DLMIA/ML-CDS@MICCAI 2017: 285-293 - Maxime W. Lafarge, Josien P. W. Pluim, Koen A. J. Eppenhof, Pim Moeskops, Mitko Veta:
Domain-Adversarial Neural Networks to Address the Appearance Variability of Histopathology Images. DLMIA/ML-CDS@MICCAI 2017: 83-91 - Matthieu Lê, Jesse Lieman-Sifry, Felix Lau, Sean Sall, Albert Hsiao, Daniel Golden:
Computationally Efficient Cardiac Views Projection Using 3D Convolutional Neural Networks. DLMIA/ML-CDS@MICCAI 2017: 109-116 - Yuexiang Li, Linlin Shen:
A Deep Residual Inception Network for HEp-2 Cell Classification. DLMIA/ML-CDS@MICCAI 2017: 12-20 - Honghui Liu, Jianjiang Feng, Zishun Feng, Jiwen Lu, Jie Zhou:
Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks. DLMIA/ML-CDS@MICCAI 2017: 39-46 - William Lotter, Greg Sorensen, David D. Cox:
A Multi-scale CNN and Curriculum Learning Strategy for Mammogram Classification. DLMIA/ML-CDS@MICCAI 2017: 169-177 - Pim Moeskops, Mitko Veta, Maxime W. Lafarge, Koen A. J. Eppenhof, Josien P. W. Pluim:
Adversarial Training and Dilated Convolutions for Brain MRI Segmentation. DLMIA/ML-CDS@MICCAI 2017: 56-64 - Dheeraj Mundhra, Bharath Cheluvaraju, Jaiprasad Rampure, Tathagato Rai Dastidar:
Analyzing Microscopic Images of Peripheral Blood Smear Using Deep Learning. DLMIA/ML-CDS@MICCAI 2017: 178-185 - Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. DLMIA/ML-CDS@MICCAI 2017: 222-230 - Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Minsoo Kim:
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology. DLMIA/ML-CDS@MICCAI 2017: 231-239 - Arijit Patra, Weilin Huang, J. Alison Noble:
Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video. DLMIA/ML-CDS@MICCAI 2017: 276-284 - Yuru Pei, Yungeng Zhang, Haifang Qin, Gengyu Ma, Yuke Guo, Tianmin Xu, Hongbin Zha:
Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression. DLMIA/ML-CDS@MICCAI 2017: 117-125
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