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ORCIDYixing Huang
黄益星
Person information
- unicode name: 黄益星
- affiliation: Friedrich Alexander University of Erlangen-Nuremberg, Pattern Recognition Laboratory, Erlangen, Germany
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2020 – today
- 2024
[j12]Yixing Huang
, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration. IEEE Access 12: 101210-101227 (2024)- [j11]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:
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. Medical Image Anal. 97: 103276 (2024) - [j10]Zhisheng Wang, Zihan Deng, Fenglin Liu, Yixing Huang, Haijun Yu, Junning Cui:
OSNet and MNetO: Two Types of General Reconstruction Architectures to Transform DBP Images for Linear Computed Tomography in Multi-Scenarios. IEEE Trans. Instrum. Meas. 73: 1-16 (2024) - [j9]Zhisheng Wang, Haijun Yu, Yixing Huang, Shunli Wang, Song Ni, Zongfeng Li, Zihan Deng, Fengling Liu, Junning Cui:
BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j8]Haijun Yu, Song Ni, Mareike Thies, Fabian Wagner, Yixing Huang, Fengling Liu, Andreas K. Maier:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [c20]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting. Bildverarbeitung für die Medizin 2024: 156 - [c19]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:
Exploring Epipolar Consistency Conditions. Bildverarbeitung für die Medizin 2024: 211-216 - [c18]Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau, Christoph Bert, Yixing Huang, Florian Putz:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. MICCAI (5) 2024: 198-208 - [i36]Chang Liu, Laura Klein, Yixing Huang, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization. CoRR abs/2401.12725 (2024) - [i35]Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier:
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction. CoRR abs/2403.10695 (2024) - [i34]Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier:
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy. CoRR abs/2404.14807 (2024) - [i33]Yixing Huang, Zahra Khodabakhshi, Ahmed Gomaa, Manuel A. Schmidt, Rainer Fietkau, Matthias Guckenberger, Nicolaus Andratschke, Christoph Bert, Stephanie Tanadini-Lang, Florian Putz:
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation. CoRR abs/2405.10870 (2024) - [i32]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:
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma. CoRR abs/2405.12963 (2024) - [i31]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:
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology. CoRR abs/2408.10715 (2024) - [i30]Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas K. Maier:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion. CoRR abs/2409.05982 (2024) - [i29]Yixing Huang, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data. CoRR abs/2409.08800 (2024) - 2023
- [j7]Jie Chen, Haijun Yu, Song Ni, Chuanjiang Liu, Wenjie Ge, Yixing Huang, Fenglin Liu:
Weighted Filtered Back-Projection for Source Translation Computed Tomography Reconstruction. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - [c17]Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas K. Maier, Yixing Huang:
Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-assisted Spine Surgery. Bildverarbeitung für die Medizin 2023: 9 - [c16]Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier:
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. Bildverarbeitung für die Medizin 2023: 63 - [c15]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. ISBI 2023: 1-5 - [i28]Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz:
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR abs/2302.08802 (2023) - [i27]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:
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy. CoRR abs/2303.00449 (2023) - [i26]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:
The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning. CoRR abs/2304.07875 (2023) - [i25]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:
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. CoRR abs/2304.11957 (2023) - [i24]Zhisheng Wang, Haijun Yu, Yixing Huang, Shunli Wang, Song Ni, Zongfeng Li, Fenglin Liu, Junning Cui:
BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction. CoRR abs/2305.18878 (2023) - [i23]Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz, Yixing Huang:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. CoRR abs/2306.14596 (2023) - [i22]Zhisheng Wang, Zihan Deng, Fenglin Liu, Yixing Huang, Haijun Yu, Junning Cui:
OSNet & MNetO: Two Types of General Reconstruction Architectures for Linear Computed Tomography in Multi-Scenarios. CoRR abs/2309.11858 (2023) - [i21]Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz:
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration. CoRR abs/2309.17192 (2023) - 2022
- [c14]Disha D. Rao, Nicole Maass, Frank Dennerlein, Andreas K. Maier, Yixing Huang:
Machine Learning-based Detection of Spherical Markers in CT Volumes. Bildverarbeitung für die Medizin 2022: 51-56 - [c13]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:
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy. Bildverarbeitung für die Medizin 2022: 107-112 - [i20]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:
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. CoRR abs/2201.10345 (2022) - [i19]Yixing Huang, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Learning Perspective Deformation in X-Ray Transmission Imaging. CoRR abs/2202.06366 (2022) - [i18]Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR abs/2204.13591 (2022) - [i17]Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier:
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. CoRR abs/2207.07368 (2022) - [i16]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:
Deep Learning for automatic head and neck lymph node level delineation. CoRR abs/2208.13224 (2022) - [i15]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. CoRR abs/2211.16219 (2022) - 2021
- [j6]Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier:
Cephalogram synthesis and landmark detection in dental cone-beam CT systems. Medical Image Anal. 70: 102028 (2021) - [j5]Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier:
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography. IEEE Trans. Medical Imaging 40(11): 3042-3053 (2021) - [c12]Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier:
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy. Bildverarbeitung für die Medizin 2021: 61-66 - [c11]Jintian Xu, Chengjin Sun, Yixing Huang, Xiaolin Huang:
Residual Neural Network for Filter Kernel Design in Filtered Back-projection for CT Image Reconstruction. Bildverarbeitung für die Medizin 2021: 164-169 - [i14]Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas Maier, Yixing Huang:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery. CoRR abs/2108.13844 (2021) - [i13]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:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR abs/2112.11833 (2021) - 2020
- [b1]Yixing Huang:
Consistency Conditions, Compressed Sensing and Machine Learning for Limited Angle Tomography. University of Erlangen-Nuremberg, Germany, 2020 - [j4]Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-Based Motion Estimation in Tomography. IEEE Trans. Medical Imaging 39(11): 3667-3678 (2020) - [c10]Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier:
Field of View Extension in Computed Tomography Using Deep Learning Prior. Bildverarbeitung für die Medizin 2020: 186-191 - [i12]Yixing Huang, Shengxiang Wang, Yong Guan, Andreas K. Maier:
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning. CoRR abs/2001.02469 (2020) - [i11]Lin Yuan, Yixing Huang, Andreas K. Maier:
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction. CoRR abs/2005.00762 (2020) - [i10]Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas K. Maier:
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images. CoRR abs/2005.10034 (2020) - [i9]Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-based Motion Estimation in Tomography. CoRR abs/2006.10390 (2020) - [i8]Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems. CoRR abs/2009.04420 (2020) - [i7]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:
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation. CoRR abs/2011.10505 (2020) - [i6]Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier:
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization. CoRR abs/2012.03579 (2020)
2010 – 2019
- 2019
- [j3]Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional machine learning for limited angle tomography. Int. J. Comput. Assist. Radiol. Surg. 14(1): 11-19 (2019) - [j2]Xiaolin Huang, Haiyan Yang, Yixing Huang, Lei Shi, Fan He, Andreas K. Maier, Ming Yan:
Robust mixed one-bit compressive sensing. Signal Process. 162: 161-168 (2019) - [c9]Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier:
Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. Bildverarbeitung für die Medizin 2019: 21 - [c8]Yixing Huang, Alexander Preuhs, Günter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior. MLMIR@MICCAI 2019: 101-112 - [i5]Yixing Huang, Alexander Preuhs, Guenter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas K. Maier:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior. CoRR abs/1908.06792 (2019) - [i4]Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier:
Field of View Extension in Computed Tomography Using Deep Learning Prior. CoRR abs/1911.01178 (2019) - [i3]Lei Gao, Yixing Huang, Andreas K. Maier:
Superpixel-Based Background Recovery from Multiple Images. CoRR abs/1911.01223 (2019) - 2018
- [j1]Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier:
Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. IEEE Trans. Medical Imaging 37(6): 1454-1463 (2018) - [c7]Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography. Bildverarbeitung für die Medizin 2018: 222-227 - [c6]Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier:
Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. MICCAI (1) 2018: 145-153 - 2017
- [c5]Xiaolin Huang, Yan Xia, Yixing Huang, Joachim Hornegger, Andreas K. Maier:
Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT. Bildverarbeitung für die Medizin 2017: 50-55 - [i2]Xiaolin Huang, Yan Xia, Lei Shi, Yixing Huang, Ming Yan, Joachim Hornegger, Andreas K. Maier:
Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction. CoRR abs/1701.00694 (2017) - [i1]Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas K. Maier:
Scale-Space Anisotropic Total Variation for Limited Angle Tomography. CoRR abs/1712.06930 (2017) - 2016
- [c4]Viktor Haase, Oliver Taubmann, Yixing Huang, Gregor Krings, Günter Lauritsch, Andreas K. Maier, Alfred Mertins:
Make the Most of Time Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT. Bildverarbeitung für die Medizin 2016: 170-175 - [c3]Yixing Huang, Guenter Lauritsch, Mario Amrehn, Oliver Taubmann, Viktor Haase, Daniel Stromer, Xiaolin Huang, Andreas K. Maier:
Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model. Bildverarbeitung für die Medizin 2016: 277-282 - [c2]Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Günter Lauritsch, Andreas K. Maier:
A new weighted anisotropic total variation algorithm for limited angle tomography. ISBI 2016: 585-588 - [c1]Daniel Stromer, Mario Amrehn, Yixing Huang, Patrick Kugler, Sebastian Bauer, Günter Lauritsch, Andreas K. Maier:
Comparison of SART and ETV reconstruction for increased C-arm CT volume coverage by proper detector rotation in liver imaging. ISBI 2016: 589-592
Coauthor Index
Günter Lauritsch
aka: Guenter Lauritsch
aka: Guenter Lauritsch
[j12] [j8] [c20] [c19] [c18] [i36] [i35] [i34] [i31] [i30] [i29] [c17] [c16] [c15] [i28] [i27] [i25] [i23] [i21] [c14] [c13] [i20] [i19] [i18] [i17] [i16] [i15] [j6] [j5] [c12] [i14] [i13] [j4] [c10] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j3] [j2] [c9] [c8] [i5] [i4] [i3] [j1] [c7] [c6] [c5] [i2] [i1] [c4] [c3] [c2] [c1]
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