Yixing Huang

According to our database, Yixing Huang authored at least 63 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution.

Haijun Yu, Song Ni, Mareike Thies, Fabian Wagner, Yixing Huang, Fengling Liu, Andreas K. Maier

IEEE Trans. Instrum. Meas., 2024

BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction.

Zhisheng Wang, Haijun Yu, Yixing Huang, Shunli Wang, Song Ni, Zongfeng Li, Zihan Deng, Fengling Liu, Junning Cui

IEEE Trans. Instrum. Meas., 2024

OSNet and MNetO: Two Types of General Reconstruction Architectures to Transform DBP Images for Linear Computed Tomography in Multi-Scenarios.

Zhisheng Wang, Zihan Deng, Fenglin Liu, Yixing Huang, Haijun Yu, Junning Cui

IEEE Trans. Instrum. Meas., 2024

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.

Evi M. C. Huijben, Maarten L. Terpstra, Arthur Jr Galapon, Suraj Pai, Adrian Thummerer, Peter Koopmans, Manya Afonso, Maureen A. J. M. van Eijnatten, Oliver J. Gurney-Champion, Zeli Chen, Yiwen Zhang, Kaiyi Zheng, Chuanpu Li, Haowen Pang, Chuyang Ye, Runqi Wang, Tao Song, Fuxin Fan, Jingna Qiu, Yixing Huang, Juhyung Ha, Jong Sung Park, Alexandra Alain-Beaudoin, Silvain Bériault, Pengxin Yu, Hongbin Guo, Zhanyao Huang, Gengwan Li, Xueru Zhang, Yubo Fan, Han Liu, Bowen Xin, Aaron Nicolson, Lujia Zhong, Zhiwei Deng, Gustav Müller-Franzes, Firas Khader, Xia Li, Ye Zhang, Cédric Hémon, Valentin Boussot, Zhihao Zhang, Long Wang, Lu Bai, Shaobin Wang, Derk Mus, Bram Kooiman, Chelsea A. H. Sargeant, Edward G. A. Henderson, Satoshi Kondo, Satoshi Kasai, Reza Karimzadeh, Bulat Ibragimov, Thomas Helfer, Jessica Dafflon, Zijie Chen, Enpei Wang, Zoltán Perkó, Matteo Maspero

Medical Image Anal., 2024

Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data.

Yixing Huang, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz

CoRR, 2024

Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion.

Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas K. Maier

CoRR, 2024

Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology.

Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Hoefler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas Maier, Rainer Fietkau, Yixing Huang, Florian Putz

CoRR, 2024

Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma.

Ahmed Gomaa, Yixing Huang, Amr Hagag, Charlotte Schmitter, Daniel Höfler, Thomas Weissmann, Katharina Breininger, Manuel A. Schmidt, Jenny Stritzelberger, Daniel Delev, Roland Coras, Arnd Dörfler, Oliver Schnell, Benjamin Frey, Udo S. Gaipl, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz

CoRR, 2024

Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation.

Yixing Huang, Zahra Khodabakhshi, Ahmed Gomaa, Manuel A. Schmidt, Rainer Fietkau, Matthias Guckenberger, Nicolaus Andratschke, Christoph Bert, Stephanie Tanadini-Lang, Florian Putz

CoRR, 2024

Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.

Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier

CoRR, 2024

EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction.

Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier

CoRR, 2024

Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization.

Chang Liu, Laura Klein, Yixing Huang, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas K. Maier

CoRR, 2024

An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration.

Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz

IEEE Access, 2024

Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding.

Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau, Christoph Bert, Yixing Huang, Florian Putz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Exploring Epipolar Consistency Conditions.

Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Metal-conscious Embedding for CBCT Projection Inpainting.

Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Weighted Filtered Back-Projection for Source Translation Computed Tomography Reconstruction.

Jie Chen, Haijun Yu, Song Ni, Chuanjiang Liu, Wenjie Ge, Yixing Huang, Fenglin Liu

IEEE Trans. Instrum. Meas., 2023

A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration.

Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz

CoRR, 2023

OSNet & MNetO: Two Types of General Reconstruction Architectures for Linear Computed Tomography in Multi-Scenarios.

Zhisheng Wang, Zihan Deng, Fenglin Liu, Yixing Huang, Haijun Yu, Junning Cui

CoRR, 2023

BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction.

Zhisheng Wang, Haijun Yu, Yixing Huang, Shunli Wang, Song Ni, Zongfeng Li, Fenglin Liu, Junning Cui

CoRR, 2023

Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training Exam (TXIT): Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology.

Yixing Huang, Ahmed Gomaa, Thomas Weissmann, Johanna Grigo, Hassen Ben Tkhayat, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz

CoRR, 2023

The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning.

Florian Putz, Johanna Grigo, Thomas Weissmann, Philipp Schubert, Daniel Hoefler, Ahmed Gomaa, Hassen Ben Tkhayat, Amr Hagag, Sebastian Lettmaier, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Sabine Semrau, Christoph Bert, Rainer Fietkau, Yixing Huang

CoRR, 2023

Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy.

Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier

CoRR, 2023

Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning.

Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz

CoRR, 2023

Metal-conscious Embedding for CBCT Projection Inpainting.

Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.

Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-assisted Spine Surgery.

Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas K. Maier, Yixing Huang

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Deep Learning for automatic head and neck lymph node level delineation.

Thomas Weissmann, Yixing Huang, Stefan Fischer, Johannes Roesch, Sina Mansoorian, Horacio Ayala Gaona, Antoniu-Oreste Gostian, Markus Hecht, Sebastian Lettmaier, Lisa Deloch, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Heinrich Iro, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz

CoRR, 2022

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.

Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier

CoRR, 2022

Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification.

Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz

CoRR, 2022

Learning Perspective Deformation in X-Ray Transmission Imaging.

Yixing Huang, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz

CoRR, 2022

Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography.

Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier

CoRR, 2022

Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy.

Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Machine Learning-based Detection of Spherical Markers in CT Volumes.

Disha D. Rao, Nicole Maass, Frank Dennerlein, Andreas K. Maier, Yixing Huang

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography.

Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier

IEEE Trans. Medical Imaging, 2021

Cephalogram synthesis and landmark detection in dental cone-beam CT systems.

Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier

Medical Image Anal., 2021

Deep learning for brain metastasis detection and segmentation in longitudinal MRI data.

Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz

CoRR, 2021

Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery.

Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas Maier, Yixing Huang

CoRR, 2021

Residual Neural Network for Filter Kernel Design in Filtered Back-projection for CT Image Reconstruction.

Jintian Xu, Chengjin Sun, Yixing Huang, Xiaolin Huang

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy.

Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Consistency Conditions, Compressed Sensing and Machine Learning for Limited Angle Tomography.

Yixing Huang

PhD thesis, 2020

Appearance Learning for Image-Based Motion Estimation in Tomography.

Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier

IEEE Trans. Medical Imaging, 2020

Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization.

Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier

CoRR, 2020

Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.

Leonid Mill, David Wolff, Nele Gerrits, Patrick Philipp, Lasse Kling, Florian Vollnhals, Andrew Ignatenko, Christian Jaremenko, Yixing Huang, Olivier De Castro, Jean-Nicolas Audinot, Inge Nelissen, Tom Wirtz, Andreas Maier, Silke H. Christiansen

CoRR, 2020

Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images.

Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas K. Maier

CoRR, 2020

Projection Inpainting Using Partial Convolution for Metal Artifact Reduction.

Lin Yuan, Yixing Huang, Andreas K. Maier

CoRR, 2020

Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning.

Yixing Huang, Shengxiang Wang, Yong Guan, Andreas K. Maier

CoRR, 2020

Field of View Extension in Computed Tomography Using Deep Learning Prior.

Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

Robust mixed one-bit compressive sensing.

Xiaolin Huang, Haiyan Yang, Yixing Huang, Lei Shi, Fan He, Andreas K. Maier, Ming Yan

Signal Process., 2019

Superpixel-Based Background Recovery from Multiple Images.

Lei Gao, Yixing Huang, Andreas K. Maier

CoRR, 2019

Traditional machine learning for limited angle tomography.

Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier

Int. J. Comput. Assist. Radiol. Surg., 2019

Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior.

Yixing Huang, Alexander Preuhs, Günter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography.

Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems.

Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier

IEEE Trans. Medical Imaging, 2018

Some Investigations on Robustness of Deep Learning in Limited Angle Tomography.

Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography.

Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Scale-Space Anisotropic Total Variation for Limited Angle Tomography.

Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas K. Maier

CoRR, 2017

Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction.

Xiaolin Huang, Yan Xia, Lei Shi, Yixing Huang, Ming Yan, Joachim Hornegger, Andreas K. Maier

CoRR, 2017

Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT.

Xiaolin Huang, Yan Xia, Yixing Huang, Joachim Hornegger, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Comparison of SART and ETV reconstruction for increased C-arm CT volume coverage by proper detector rotation in liver imaging.

Daniel Stromer, Mario Amrehn, Yixing Huang, Patrick Kugler, Sebastian Bauer, Günter Lauritsch, Andreas K. Maier

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A new weighted anisotropic total variation algorithm for limited angle tomography.

Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Günter Lauritsch, Andreas K. Maier

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model.

Yixing Huang, Guenter Lauritsch, Mario Amrehn, Oliver Taubmann, Viktor Haase, Daniel Stromer, Xiaolin Huang, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

Make the Most of Time Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT.

Viktor Haase, Oliver Taubmann, Yixing Huang, Gregor Krings, Günter Lauritsch, Andreas K. Maier, Alfred Mertins

Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016