Putz F, Haderlein M, Lettmaier S, Semrau S, Fietkau R, Huang Y. Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support. International Journal of Radiation Oncology, Biology, Physics. 2024;118:900–904.

Weissmann T, Mansoorian S, May MS, Lettmaier S, Höfler D, Deloch L, Speer S, Balk M, Frey B, Gaipl US, et al. 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. Cancers. 2023;15:4620.

Huang Y, Maier A, Fan F, Kreher B, Huang X, Fietkau R, Bert C, Putz F. PO-1693 Deep learning for perspective deformation correction in X-ray imaging. Radiotherapy and Oncology. 2023;182:S1404.

Putz F, Szkitsak J, Grigo J, Masitho S, Weissmann T, Frey B, Gaipl US, Fietkau R, Bert C, Huang Y. MO-0797 Deep Learning-assisted delineation of brain metastases: a workflow focusing on AI-expert interaction. Radiotherapy and Oncology. 2023;182:S667–S668.

Weissmann T, Huang Y, Fischer S, Roesch J, Mansoorian S, Ayala Gaona H, Gostian A-O, Hecht M, Lettmaier S, Deloch L, et al. Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy. Frontiers in Oncology. 2023;13:1115258.

Huang Y, Gomaa A, Weissmann T, Grigo J, Tkhayat HB, Frey B, Gaipl US, Distel LV, Maier A, Fietkau R, et al. 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. Frontiers in Oncology. 2023;13:1265024.

Chen J, Yu H, Ni S, Liu C, Ge W, Huang Y, Liu F. Weighted filtered back-projection for source translation computed tomography reconstruction. IEEE Transactions on Instrumentation and Measurement. 2023;72:1–9.

Wagner F, Thies M, Gu M, Huang Y, Pechmann S, Patwari M, Ploner S, Aust O, Uderhardt S, Schett G, et al. Ultralow-parameter denoising: trainable bilateral filter layers in computed tomography. Medical physics. 2022;49:5107–5120.

Khural BS, Baer-Beck M, Fournié E, Stierstorfer K, Huang Y, Maier A. Deep learning-based extended field of view computed tomography image reconstruction: influence of network design on image estimation outside the scan field of view. Biomedical Physics & Engineering Express. 2022;8:025021.

Thies M, Wagner F, Huang Y, Gu M, Kling L, Pechmann S, Aust O, Grüneboom A, Schett G, Christiansen S, et al. Calibration by differentiation–Self-supervised calibration for X-ray microscopy using a differentiable cone-beam reconstruction operator. Journal of microscopy. 2022;287:81–92.

Wagner F, Thies M, Denzinger F, Gu M, Patwari M, Ploner S, Maul N, Pfaff L, Huang Y, Maier A. Trainable joint bilateral filters for enhanced prediction stability in low-dose CT. Scientific Reports. 2022;12:17540.

Fan F, Kreher B, Keil H, Maier A, Huang Y. Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery. Medical Physics. 2022;49:2914–2930.

Huang Y, Bert C, Sommer P, Frey B, Gaipl U, Distel LV, Weissmann T, Uder M, Schmidt MA, Dörfler A, et al. Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. Medical Physics. 2022;49:5773–5786.

Dutta B, Root K, Ullmann I, Wagner F, Mayr M, Seuret M, Thies M, Stromer D, Christlein V, Schür J, et al. Deep learning for terahertz image denoising in nondestructive historical document analysis. Scientific Reports. 2022;12:1–11.

Mill L, Wolff D, Gerrits N, Philipp P, Kling L, Vollnhals F, Ignatenko A, Jaremenko C, Huang Y, De Castro O, et al. Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation. Small Methods. 2021;5:2100223–1.

Huang Y, Preuhs A, Manhart M, Lauritsch G, Maier A. Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography. IEEE Transactions on Medical Imaging. 2021;40:3042–3053.

Huang Y, Fan F, Syben C, Roser P, Mill L, Maier A. Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems. Medical Image Analysis. 2021;70:102028.

Preuhs A, Manhart M, Roser P, Hoppe E, Huang Y, Psychogios M, Kowarschik M, Andreas M. Appearance Learning for Image-based Motion Estimation in Tomography. IEEE Transactions on Medical Imaging. 2020;39:3667–3678.

Huang Y, Wang S, Guan Y, Maier A. Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning. Journal of Synchrotron Radiation. 2020;27:477–485.

Huang X, Yang H, Huang Y, Shi L, He F, Maier A, Yan M. Robust mixed one-bit compressive sensing. Signal Processing. 2019;162:161–168.