Holger Roth

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2010–2025

Best venue rank

Where they publish

Papers

27 indexed papers, newest first.

Year	Venue	Title	Authors
2025	CVPR	VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge.	Vishwesh Nath, Wenqi Li, Dong Yang, Andriy Myronenko, Mingxin Zheng, Yao Lu, Zhijian Liu, Hongxu Yin, Yee Man Law, Yucheng Tang, Pengfei Guo, Can Zhao, Ziyue Xu, Yufan He, Stephanie A. Harmon, Benjamin Simon, Greg Heinrich, Stephen R. Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu
2024	WACV	Learning Quality Labels for Robust Image Classification.	Xiaosong Wang, Ziyue Xu, Dong Yang, Leo K. Tam, Holger Roth, Daguang Xu
2022	CVPR	GradViT: Gradient Inversion of Vision Transformers.	Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
2022	CVPR	Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation.	An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu
2021	CVPR	DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation.	Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu
2020	CVPR	C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation.	Qihang Yu, Dong Yang, Holger Roth, Yutong Bai, Yixiao Zhang, Alan L. Yuille, Daguang Xu
2020	MICCAI	LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation.	Wentao Zhu, Can Zhao, Wenqi Li, Holger Roth, Ziyue Xu, Daguang Xu
2020	WACV	3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training.	Yingda Xia, Fengze Liu, Dong Yang, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan L. Yuille, Holger Roth
2020	WACV	NeurReg: Neural Registration and Its Application to Image Segmentation.	Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu
2019	MICCAI	End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation.	Jinzheng Cai, Yingda Xia, Dong Yang, Daguang Xu, Lin Yang, Holger Roth
2019	MICCAI	4D CNN for Semantic Segmentation of Cardiac Volumetric Sequences.	Andriy Myronenko, Dong Yang, Varun Buch, Daguang Xu, Alvin Ihsani, Sean Doyle, Mark Michalski, Neil A. Tenenholtz, Holger Roth
2019	MICCAI	Cardiac Segmentation of LGE MRI with Noisy Labels.	Holger Roth, Wentao Zhu, Dong Yang, Ziyue Xu, Daguang Xu
2019	MICCAI	Weakly Supervised Segmentation from Extreme Points.	Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu
2019	MICCAI	Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks.	Xiaosong Wang, Ling Zhang, Holger Roth, Daguang Xu, Ziyue Xu
2019	MICCAI	Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features.	Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari, Ling Zhang, Daguang Xu
2019	MICCAI	Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation.	Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu
2017	MICCAI	Motion Vector for Outlier Elimination in Feature Matching and Its Application in SLAM Based Laparoscopic Tracking.	Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Holger Roth, Kensaku Mori
2016	MICCAI	Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images.	Isabella Nogues, Le Lu, Xiaosong Wang, Holger Roth, Gedas Bertasius, Nathan Lay, Jianbo Shi, Yohannes Tsehay, Ronald M. Summers
2015	MICCAI	Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection.	Ari Seff, Le Lu, Adrian Barbu, Holger Roth, Hoo-Chang Shin, Ronald M. Summers
2013	MICCAI	Spatial Correspondence between Prone and Supine CT Colonography Images: Creating a Reference Standard.	Thomas Hampshire, Emma Helbren, Andrew Plumb, Holger Roth, Steve Halligan, David J. Hawkes
2013	MICCAI	Registration of Temporally Separated CT Colonography Cases.	Holger Roth, Emma Helbren, Thomas Hampshire, Perry J. Pickhardt, Steve Halligan, David J. Hawkes
2013	MICCAI	Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension.	Holger Roth, Jamie McClelland, Thomas Hampshire, Darren Boone, Yipeng Hu, Marc Modat, Hui Zhang, Sbastien Ourselin, Steve Halligan, David J. Hawkes
2012	MICCAI	Prone to Supine CT Colonography Registration Using a Landmark and Intensity Composite Method.	Thomas Hampshire, Holger Roth, Darren Boone, Greg Slabaugh, Steve Halligan, David J. Hawkes
2012	MICCAI	External Clinical Validation of Prone and Supine CT Colonography Registration.	Holger Roth, Darren Boone, Steve Halligan, Thomas Hampshire, Jamie McClelland, Mingxing Hu, Shonit Punwani, Stuart Taylor, David J. Hawkes
2011	MICCAI	Automatic Prone to Supine Haustral Fold Matching in CT Colonography Using a Markov Random Field Model.	Thomas Hampshire, Holger Roth, Mingxing Hu, Darren Boone, Greg Slabaugh, Shonit Punwani, Steve Halligan, David J. Hawkes
2011	MICCAI	Inverse Consistency Error in the Registration of Prone and Supine Images in CT Colonography.	Holger Roth, Thomas Hampshire, Jamie McClelland, Mingxing Hu, Darren Boone, Greg Slabaugh, Steve Halligan, David J. Hawkes
2010	MICCAI	Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography.	Holger Roth, Jamie McClelland, Marc Modat, Darren Boone, Mingxing Hu, Sbastien Ourselin, Greg Slabaugh, Steve Halligan, David J. Hawkes