Title
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation Zijiang Liu Xiaoyu Liu Linhao Qu Yonghong Shi MedIm 26 0 0 29 Oct 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas Maier R. Fietkau Yixing Huang F. Putz LM&MA 34 0 0 20 Aug 2024
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation Yixing Huang Zahra Khodabakhshi A. Gomaa Manuel Schmidt R. Fietkau Matthias Guckenberger N. Andratschke Christoph Bert S. Tanadini-Lang F. Putz 34 5 0 17 May 2024
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 24 1 0 29 Sep 2023
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding Amr Hagag A. Gomaa Dominik Kornek Andreas Maier R. Fietkau Christoph Bert F. Putz Yixing Huang 3DH MedIm 16 3 0 26 Jun 2023
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology Yixing Huang A. Gomaa S. Semrau M. Haderlein S. Lettmaier ... L. Distel Andreas Maier R. Fietkau Christoph Bert F. Putz ELM LM&MA AI4MH 40 9 0 24 Apr 2023
The Segment Anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning F. Putz J. Grigo T. Weissmann P. Schubert D. Hoefler ... L. Distel S. Semrau Christoph Bert R. Fietkau Yixing Huang 14 18 0 16 Apr 2023
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning P. Sommer Yixing Huang Christoph Bert Andreas Maier Manuel Schmidt Arnd Dörfler R. Fietkau F. Putz AI4CE 11 1 0 17 Feb 2023
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification Yixing Huang Christoph Bert Stefan Fischer Manuel Schmidt Arnd Dörfler Andreas Maier R. Fietkau F. Putz FedML CLL OOD MedIm 33 17 0 26 Apr 2022