Yixing Huang

Erlangen, BY 91052, Germany

Last Updated: 09/26/2026

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Found 21 publications

A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma.

A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma.

Journal: Scientific reports

Published: December 20, 2024

The Segment Anything foundation model achieves favorable brain tumor auto-segmentation accuracy in MRI to support radiotherapy treatment planning.

The Segment Anything foundation model achieves favorable brain tumor auto-segmentation accuracy in MRI to support radiotherapy treatment planning.

Journal: Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]

Published: September 15, 2024

Comprehensive multimodal deep learning survival prediction enabled by a transformer architecture: A multicenter study in glioblastoma.

Comprehensive multimodal deep learning survival prediction enabled by a transformer architecture: A multicenter study in glioblastoma.

Journal: Neuro-oncology advances

Published: August 19, 2024

Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation.

Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation.

Journal: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Published: March 28, 2024

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.

Journal: Medical image analysis

Published: March 13, 2024

Principles of artificial intelligence in radiooncology.

Principles of artificial intelligence in radiooncology.

Journal: Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]

Published: February 26, 2024

Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization.

Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization.

Journal: Scientific reports

Published: January 30, 2024

Deep Learning and Registration-Based Mapping for Analyzing the Distribution of Nodal Metastases in Head and Neck Cancer Cohorts: Informing Optimal Radiotherapy Target Volume Design.

Deep Learning and Registration-Based Mapping for Analyzing the Distribution of Nodal Metastases in Head and Neck Cancer Cohorts: Informing Optimal Radiotherapy Target Volume Design.

Journal: Cancers

Published: August 20, 2023

Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support.

Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support.

Journal: International journal of radiation oncology, biology, physics

Published: August 15, 2023

Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for ai-assisted medical education and decision making in radiation oncology.

Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for ai-assisted medical education and decision making in radiation oncology.

Journal: Frontiers in oncology

Published: July 21, 2023

Toward a deep learning-based magnetic resonance imaging only workflow for postimplant dosimetry in I-125 seed brachytherapy for prostate cancer.

Toward a deep learning-based magnetic resonance imaging only workflow for postimplant dosimetry in I-125 seed brachytherapy for prostate cancer.

Journal: Brachytherapy

Published: April 28, 2023

Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy.

Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy.

Journal: Frontiers in oncology

Published: December 03, 2022

Showing 1-12 of 21

Last Updated: 09/26/2026