Holger R. Roth
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
41
Venues
8
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
41 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases. | Pooneh Roshanitabrizi, Pengfei Guo, Artur Arturi Aharonyan, Kelsey Brown, Taylor Gloria Broudy, Abhijeet Parida, Austin Tapp, Zhifan Jiang, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Daguang Xu, Syed Muhammad Anwar, Craig A. Sable, Marius George Linguraru |
| 2024 | ICML | FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. | Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth |
| 2024 | MICCAI | D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions. | Hareem Nisar, Syed Muhammad Anwar, Zhifan Jiang, Abhijeet Parida, Ramon Snchez-Jacob, Vishwesh Nath, Holger R. Roth, Marius George Linguraru |
| 2024 | MICCAI | Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. | Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Lepor, Marius George Linguraru |
| 2024 | MOBICOM | Federated Black-box Prompt Tuning System for Large Language Models on the Edge. | Yiming Li, Jingwei Sun, Yudong Liu, Yuandong Zhang, Ang Li, Beidi Chen, Holger R. Roth, Daguang Xu, Tingjun Chen, Yiran Chen |
| 2024 | WACV | IR-FRestormer: Iterative Refinement with Fourier-Based Restormer for Accelerated MRI Reconstruction. | Mohammad Zalbagi Darestani, Vishwesh Nath, Wenqi Li, Yufan He, Holger R. Roth, Ziyue Xu, Daguang Xu, Reinhard Heckel, Can Zhao |
| 2023 | CVPR | Fair Federated Medical Image Segmentation via Client Contribution Estimation. | Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu |
| 2023 | ICCV | Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. | Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth |
| 2023 | MICCAI | ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. | Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth |
| 2023 | MICCAI | DAST: Differentiable Architecture Search with Transformer for 3D Medical Image Segmentation. | Dong Yang, Ziyue Xu, Yufan He, Vishwesh Nath, Wenqi Li, Andriy Myronenko, Ali Hatamizadeh, Can Zhao, Holger R. Roth, Daguang Xu |
| 2022 | CVPR | Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis. | Yucheng Tang, Dong Yang, Wenqi Li, Holger R. Roth, Bennett A. Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh |
| 2022 | ECCV | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. | Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth |
| 2022 | MICCAI | DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images. | Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle, Muhammad Asad, Richard Brown, Vishwesh Nath, Alvin Ihsani, Michela Antonelli, Daniel Palkovics, Csaba Pinter, Ron Alkalay, Steve Pieper, Holger R. Roth, Daguang Xu, Prerna Dogra, Tom Vercauteren, Andrew Feng, Abood Quraini, Sbastien Ourselin, M. Jorge Cardoso |
| 2022 | MICCAI | Warm Start Active Learning with Proxy Labels and Selection via Semi-supervised Fine-Tuning. | Vishwesh Nath, Dong Yang, Holger R. Roth, Daguang Xu |
| 2022 | MICCAI | Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-modal Brain Tumor Segmentation. | Holger R. Roth, Ali Hatamizadeh, Ziyue Xu, Can Zhao, Wenqi Li, Andriy Myronenko, Daguang Xu |
| 2022 | MICCAI | Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning. | Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, Masahiro Oda, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth |
| 2022 | MICCAI | Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. | Pooneh R. Tabrizi, Holger R. Roth, Alison Tompsett, Athelia Rosa Paulli, Kelsey Brown, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Craig Sable, Marius George Linguraru |
| 2022 | MICCAI | Clinical-Realistic Annotation for Histopathology Images with Probabilistic Semi-supervision: A Worst-Case Study. | Ziyue Xu, Andriy Myronenko, Dong Yang, Holger R. Roth, Can Zhao, Xiaosong Wang, Daguang Xu |
| 2022 | WACV | UNETR: Transformers for 3D Medical Image Segmentation. | Ali Hatamizadeh, Yucheng Tang, Vishwesh Nath, Dong Yang, Andriy Myronenko, Bennett A. Landman, Holger R. Roth, Daguang Xu |
| 2021 | ICCV | T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging. | Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu |
| 2021 | MICCAI | Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging. | Andriy Myronenko, Ziyue Xu, Dong Yang, Holger R. Roth, Daguang Xu |
| 2021 | MICCAI | The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation. | Vishwesh Nath, Dong Yang, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger R. Roth, Daguang Xu |
| 2021 | MICCAI | Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures. | Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu |
| 2020 | MICCAI | Federated Learning for Breast Density Classification: A Real-World Implementation. | Holger R. Roth, Ken Chang, Praveer Singh, Nir Neumark, Wenqi Li, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, Bernardo C. Bizzo, Yuhong Wen, Varun Buch, Meesam Shah, Felipe Kitamura, Matheus Mendona, Vitor Lavor, Ahmed Harouni, Colin Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, Selnur Erdal, Richard D. White, Behrooz Hashemian, Thomas J. Schultz, Miao Zhang, Adam McCarthy, B. Min Yun, Elshaimaa Sharaf, Katharina Viktoria Hoebel, Jay B. Patel, Bryan Chen, Sean Ko, Evan Leibovitz, Etta D. Pisano, Laura Coombs, Daguang Xu, Keith J. Dreyer, Ittai Dayan, Ram C. Naidu, Mona Flores, Daniel L. Rubin, Jayashree Kalpathy-Cramer |
| 2020 | MICCAI | Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. | Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori |
| 2019 | MICCAI | Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models. | Takayasu Moriya, Hirohisa Oda, Midori Mitarai, Shota Nakamura, Holger R. Roth, Masahiro Oda, Kensaku Mori |
| 2018 | MICCAI | Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. | Hayato Itoh, Holger R. Roth, Le Lu, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shin-ei Kudo, Kensaku Mori |
| 2018 | MICCAI | BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images. | Hirohisa Oda, Holger R. Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A. Schnabel, Kensaku Mori |
| 2018 | MICCAI | Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks. | Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori |
| 2018 | MICCAI | A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. | Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori |
| 2018 | MICCAI | Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model. | Takaaki Sugino, Holger R. Roth, Masahiro Oda, Kensaku Mori |
| 2017 | MICCAI | Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network. | Qier Meng, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Junji Ueno, Kensaku Mori |
| 2017 | MICCAI | Micro-CT Guided 3D Reconstruction of Histological Images. | Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda, Kensaku Mori |
| 2017 | MICCAI | TBS: Tensor-Based Supervoxels for Unfolding the Heart. | Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Julia A. Schnabel, Kensaku Mori |
| 2017 | MICCAI | 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. | Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori |
| 2017 | MVA | Comparison of the deep-learning-based automated segmentation methods for the head sectioned images of the virtual Korean human project. | Mohammad Eshghi, Holger R. Roth, Masahiro Oda, Min Suk Chung, Kensaku Mori |
| 2016 | MICCAI | Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation. | Holger R. Roth, Le Lu, Amal Farag, Andrew Sohn, Ronald M. Summers |
| 2015 | MICCAI | DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation. | Holger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim B. Turkbey, Ronald M. Summers |
| 2015 | MICCAI | Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. | Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers |
| 2014 | MICCAI | A New 2.5D Representation for Lymph Node Detection Using Random Sets of Deep Convolutional Neural Network Observations. | Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers |
| 2014 | MICCAI | 2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers. | Ari Seff, Le Lu, Kevin M. Cherry, Holger R. Roth, Jiamin Liu, Shijun Wang, Joanne Hoffman, Evrim B. Turkbey, Ronald M. Summers |