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Found 88 publication records. Showing 88 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Yigit Baran Can, Krishna Chaitanya, Basil Mustafa, Lisa M. Koch, Ender Konukoglu, Christian F. Baumgartner |
Learning to Segment Medical Images with Scribble-Supervision Alone. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu |
3D Convolutional Neural Networks for Classification of Functional Connectomes. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Zhou He, Siqi Bao, Albert C. S. Chung |
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Wei Dai 0003, Nanqing Dong, Zeya Wang, Xiaodan Liang, Hao Zhang 0025, Eric P. Xing |
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Danielle F. Pace, Adrian V. Dalca, Tom Brosch, Tal Geva, Andrew J. Powell, Jürgen Weese, Mehdi Hedjazi Moghari, Polina Golland |
Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Felix Lau, Tom Hendriks, Jesse Lieman-Sifry, Sean Sall, Daniel Golden |
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Abdullah-Al-Zubaer Imran, Ali Hatamizadeh, Shilpa P. Ananth, Xiaowei Ding, Demetri Terzopoulos, Nima Tajbakhsh |
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Sila Kurugol, Simon K. Warfield |
Active Deep Learning with Fisher Information for Patch-Wise Semantic Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Christian S. Perone, Julien Cohen-Adad |
Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang |
UNet++: A Nested U-Net Architecture for Medical Image Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Vladimir I. Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin, Alexey A. Shvets |
Paediatric Bone Age Assessment Using Deep Convolutional Neural Networks. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Hui Tang, Mehdi Moradi, Ken C. L. Wong, Hongzhi Wang 0002, Ahmed El Harouni, Tanveer F. Syeda-Mahmood |
Integrating Deformable Modeling with 3D Deep Neural Network Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Shubham Kumar, Abhijit Guha Roy, Ping Wu, Sailesh Conjeti, R. S. Anand, Jian Wang 0009, Igor Yakushev, Stefan Förster, Markus Schwaiger, Sung-Cheng Huang, Axel Rominger, Chuantao Zuo, Kuangyu Shi |
Learning Optimal Deep Projection of 18F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Zara Alaverdyan, Jiazheng Chai, Carole Lartizien |
Unsupervised Feature Learning for Outlier Detection with Stacked Convolutional Autoencoders, Siamese Networks and Wasserstein Autoencoders: Application to Epilepsy Detection. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mohammad H. Jafari 0001, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong 0001, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi |
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Pei Wang, Albert C. S. Chung |
Focal Dice Loss and Image Dilation for Brain Tumor Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Aditya Sharma, Prabhjot Kaur, Aditya Nigam, Arnav Bhavsar |
Learning to Decode 7T-Like MR Image Reconstruction from 3T MR Images. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa 0005, Ana Maria Mendonça, Aurélio Campilho |
UOLO - Automatic Object Detection and Segmentation in Biomedical Images. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Yechiel Lamash, Sila Kurugol, Simon K. Warfield |
Semi-automated Extraction of Crohns Disease MR Imaging Markers Using a 3D Residual CNN with Distance Prior. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Liesbeth Vandewinckele, David Robben, Wouter Crijns, Frederik Maes |
Segmentation of Head and Neck Organs-At-Risk in Longitudinal CT Scans Combining Deformable Registrations and Convolutional Neural Networks. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Lihao Liu, Qi Dou 0001, Hao Chen 0011, Iyiola E. Olatunji, Jing Qin 0001, Pheng-Ann Heng |
MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Olivier Petit, Nicolas Thome, Arnaud Charnoz, Alexandre Hostettler, Luc Soler |
Handling Missing Annotations for Semantic Segmentation with Deep ConvNets. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Meng Li 0016, Shiwen Shen, Wen Gao 0001, William Hsu, Jason Cong |
Computed Tomography Image Enhancement Using 3D Convolutional Neural Network. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Marc Combalia, Verónica Vilaplana |
Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette |
Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Zhenlin Xu, Zhengyang Shen, Marc Niethammer |
Contextual Additive Networks to Efficiently Boost 3D Image Segmentations. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Firat Özdemir, Zixuan Peng, Christine Tanner, Philipp Fürnstahl, Orçun Göksel |
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Roman Spilger, Thomas Wollmann, Yu Qiang, Andrea Imle, Ji Young Lee, Barbara Müller, Oliver T. Fackler, Ralf Bartenschlager, Karl Rohr |
Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Danail Stoyanov, Zeike Taylor, Gustavo Carneiro 0001, Tanveer F. Syeda-Mahmood, Anne L. Martel, Lena Maier-Hein, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu, Sailesh Conjeti, Mehdi Moradi, Hayit Greenspan, Anant Madabhushi (eds.) |
Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Nicolas Toussaint, Bishesh Khanal, Matthew Sinclair, Alberto Gómez 0002, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel |
Weakly Supervised Localisation for Fetal Ultrasound Images. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Haijun Lei, Yujia Zhao, Baiying Lei |
Multi-task Sparse Low-Rank Learning for Multi-classification of Parkinson's Disease. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Sandip Sadhukhan, Goutam Kumar Ghorai, Souvik Maiti, Vikrant Anilrao Karale, Gautam Sarkar, Ashis Kumar Dhara |
Optic Disc Segmentation in Retinal Fundus Images Using Fully Convolutional Network and Removal of False-Positives Based on Shape Features. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai 0003, Eric P. Xing |
Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-Slide Images. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Heran Yang, Jian Sun 0009, Aaron Carass, Can Zhao 0001, Junghoon Lee, Zongben Xu, Jerry L. Prince |
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Liying Peng, Lanfen Lin, Hongjie Hu, Huali Li, Qingqing Chen 0001, Dan Wang, Xian-Hua Han, Yutaro Iwamoto, Yen-Wei Chen 0001 |
Multi-scale Residual Network with Two Channels of Raw CT Image and Its Differential Excitation Component for Emphysema Classification. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Myra Cheng, Alfiia Galimzianova, Ziga Lesjak, Ziga Spiclin, Christopher B. Lock, Daniel L. Rubin |
A Multi-scale Multiple Sclerosis Lesion Change Detection in a Multi-sequence MRI. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Andreas Østvik, Erik Smistad, Torvald Espeland, Erik Andreas Rye Berg, Lasse Løvstakken |
Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mayalen Etcheverry, Bogdan Georgescu, Benjamin Odry, Thomas J. Re, Shivam Kaushik, Bernhard Geiger, Mariappan S. Nadar, Sasa Grbic, Dorin Comaniciu |
Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Delaram Behnami, Christina Luong 0001, Hooman Vaseli, Amir H. Abdi, Hany Girgis, Dale Hawley, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang |
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Lee B. Reid, Alex M. Pagnozzi |
Rapid Training Data Generation for Tissue Segmentation Using Global Approximate Block-Matching with Self-organizing Maps. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Mengliu Zhao, Ghassan Hamarneh |
TreeNet: Multi-loss Deep Learning Network to Predict Branch Direction for Extracting 3D Anatomical Trees. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Lei Xiang, Yang Li 0010, Weili Lin, Qian Wang 0001, Dinggang Shen |
Unpaired Deep Cross-Modality Synthesis with Fast Training. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Ruggiero Santeramo, Samuel Withey, Giovanni Montana |
Longitudinal Detection of Radiological Abnormalities with Time-Modulated LSTM. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Thomas Varsavsky, Zach Eaton-Rosen, Carole H. Sudre, Parashkev Nachev, M. Jorge Cardoso |
PIMMS: Permutation Invariant Multi-modal Segmentation. |
DLMIA/ML-CDS@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Roger Trullo, Caroline Petitjean, Dong Nie, Dinggang Shen, Su Ruan |
Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Amir Jamaludin, Timor Kadir, Andrew Zisserman |
Self-supervised Learning for Spinal MRIs. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Carole H. Sudre, Wenqi Li 0001, Tom Vercauteren, Sébastien Ourselin, M. Jorge Cardoso |
Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Zhipeng Ding, Greg M. Fleishman, Xiao Yang 0002, Paul Thompson 0001, Roland Kwitt, Marc Niethammer |
Fast Predictive Simple Geodesic Regression. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Dheeraj Mundhra, Bharath Cheluvaraju, Jaiprasad Rampure, Tathagato Rai Dastidar |
Analyzing Microscopic Images of Peripheral Blood Smear Using Deep Learning. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Azam Hamidinekoo, Reyer Zwiggelaar |
Stain Colour Normalisation to Improve Mitosis Detection on Breast Histology Images. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Arijit Patra, Weilin Huang, J. Alison Noble |
Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Xiaowei Hu 0001, Lequan Yu, Hao Chen 0011, Jing Qin 0001, Pheng-Ann Heng |
AGNet: Attention-Guided Network for Surgical Tool Presence Detection. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Jie Wei, Yong Xia 0001 |
Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Ohad Shitrit, Tammy Riklin Raviv |
Accelerated Magnetic Resonance Imaging by Adversarial Neural Network. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Shekoufeh Gorgi Zadeh, Maximilian W. M. Wintergerst, Vitalis Wiens, Sarah Thiele, Frank G. Holz, Robert Patrick Finger, Thomas Schultz 0001 |
CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong 0001, 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 |
DBLP DOI BibTeX RDF |
|
1 | Inwan Yoo, David G. C. Hildebrand, Willie F. Tobin, Wei-Chung Allen Lee 0001, Won-Ki Jeong |
ssEMnet: Serial-Section Electron Microscopy Image Registration Using a Spatial Transformer Network with Learned Features. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Isgum |
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Yuexiang Li, Linlin Shen |
A Deep Residual Inception Network for HEp-2 Cell Classification. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Xinzi He, Zhen Yu, Tianfu Wang 0001, Baiying Lei |
Skin Lesion Segmentation via Deep RefineNet. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Sangheum Hwang, Sunggyun Park |
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Daniel Bug, Steffen Schneider 0001, 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 |
DBLP DOI BibTeX RDF |
|
1 | Abhay Shah, Michael D. Abràmoff, Xiaodong Wu 0001 |
Simultaneous Multiple Surface Segmentation Using Deep Learning. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Honghui Liu, Jianjiang Feng, Zishun Feng, Jiwen Lu, Jie Zhou 0001 |
Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | M. Jorge Cardoso, Tal Arbel, Gustavo Carneiro 0001, Tanveer F. Syeda-Mahmood, João Manuel R. S. Tavares, Mehdi Moradi, Andrew P. Bradley, Hayit Greenspan, João Paulo Papa, Anant Madabhushi, Jacinto C. Nascimento, Jaime S. Cardoso 0001, Vasileios Belagiannis, Zhi Lu (eds.) |
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Minsoo Kim |
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Siqi Bao, Pei Wang, Albert C. S. Chung |
3D Randomized Connection Network with Graph-Based Inference. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Min Tang, Sepehr Valipour, Zichen Zhang 0001, Dana Cobzas, Martin Jägersand |
A Deep Level Set Method for Image Segmentation. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Behrouz Saghafi, Prabhat Garg, Benjamin C. Wagner, S. Carrie Smith, Jianzhao Xu, Ananth J. Madhuranthakam, Youngkyoo Jung, Jasmin Divers, Barry I. Freedman, Joseph A. Maldjian, Albert Montillo |
Quantifying the Impact of Type 2 Diabetes on Brain Perfusion Using Deep Neural Networks. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | 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 |
DBLP DOI BibTeX RDF |
|
1 | Adam Porisky, Tom Brosch, Emil Ljungberg, Lisa Y. W. Tang, Youngjin Yoo, Benjamin De Leener, Anthony Traboulsee, Julien Cohen-Adad, Roger C. Tam |
Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Kim-Han Thung, Pew-Thian Yap, Dinggang Shen |
Multi-stage Diagnosis of Alzheimer's Disease with Incomplete Multimodal Data via Multi-task Deep Learning. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Kevin George, Adam P. Harrison, Dakai Jin, Ziyue Xu 0001, Daniel J. Mollura |
Pathological Pulmonary Lobe Segmentation from CT Images Using Progressive Holistically Nested Neural Networks and Random Walker. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Michal Sofka, Fausto Milletari, Jimmy Jia, Alex Rothberg |
Fully Convolutional Regression Network for Accurate Detection of Measurement Points. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
|
1 | William Lotter, Greg Sorensen, David D. Cox |
A Multi-scale CNN and Curriculum Learning Strategy for Mammogram Classification. |
DLMIA/ML-CDS@MICCAI |
2017 |
DBLP DOI BibTeX RDF |
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1 | 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 |
DBLP DOI BibTeX RDF |
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