Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Yixing, Khodabakhshi, Zahra, Gomaa, Ahmed, Schmidt, Manuel, Fietkau, Rainer, Guckenberger, Matthias, Andratschke, Nicolaus, Bert, Christoph, Tanadini-Lang, Stephanie, Putz, Florian |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data
by: Huang, Yixing, et al.
Published: (2024)
by: Huang, Yixing, et al.
Published: (2024)
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding
by: Hagag, Amr, et al.
Published: (2023)
by: Hagag, Amr, et al.
Published: (2023)
Technical Note: Vendor-Specific Approach for Standardized Uptake Value Calculation
by: Fritsak, Maksym, et al.
Published: (2024)
by: Fritsak, Maksym, et al.
Published: (2024)
A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen
by: Mariia Lapaeva, et al.
Published: (2025)
by: Mariia Lapaeva, et al.
Published: (2025)
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology
by: Hou, Yihao, et al.
Published: (2024)
by: Hou, Yihao, et al.
Published: (2024)
Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support
by: Putz, Florian, et al.
Published: (2025)
by: Putz, Florian, et al.
Published: (2025)
Improving Generalization of Deep Learning for Brain Metastases Segmentation Across Institutions
by: Yang, Yuchen, et al.
Published: (2026)
by: Yang, Yuchen, et al.
Published: (2026)
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
by: Gomaa, Ahmed, et al.
Published: (2024)
by: Gomaa, Ahmed, et al.
Published: (2024)
Automatized Self-Supervised Learning for Skin Lesion Screening
by: Useini, Vullnet, et al.
Published: (2023)
by: Useini, Vullnet, et al.
Published: (2023)
Modeling the effect of in‐plane magnetic field gradients on asymmetric spin‐echo images with echo‐planar imaging readout
by: Philipp Wallimann, et al.
Published: (2025)
by: Philipp Wallimann, et al.
Published: (2025)
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain Tumors
by: Vossough, Arastoo, et al.
Published: (2024)
by: Vossough, Arastoo, et al.
Published: (2024)
Improving Deep Learning-Based Target Volume Auto-Delineation for Adaptive MR-Guided Radiotherapy in Head and Neck Cancer: Impact of a Volume-Aware Dice Loss
by: Beirami, Sogand, et al.
Published: (2026)
by: Beirami, Sogand, et al.
Published: (2026)
Exploring surface‐guided systems for intelligent breathing‐adapted four‐dimensional computed tomography: A comparison to infrared‐based reflective marker systems
by: Niklas Lackner, et al.
Published: (2025)
by: Niklas Lackner, et al.
Published: (2025)
Large-Scale Pre-training Enables Multimodal AI Differentiation of Radiation Necrosis from Brain Metastasis Progression on Routine MRI
by: Gomaa, Ahmed, et al.
Published: (2025)
by: Gomaa, Ahmed, et al.
Published: (2025)
Automated radiotherapy planning for volumetric modulated arc therapy in lung cancer
by: Johann Brand, et al.
Published: (2025)
by: Johann Brand, et al.
Published: (2025)
A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma
by: Gomaa, Ahmed, et al.
Published: (2025)
by: Gomaa, Ahmed, et al.
Published: (2025)
First implementation of an innovative infra‐red camera system integrated into a mobile CBCT scanner for applicator tracking in brachytherapy—Initial performance characterization
by: Andre Karius, et al.
Published: (2024)
by: Andre Karius, et al.
Published: (2024)
Benchmarking GPT-5 in Radiation Oncology: Measurable Gains, but Persistent Need for Expert Oversight
by: Dinc, Ugur, et al.
Published: (2025)
by: Dinc, Ugur, et al.
Published: (2025)
Prognostic Analysis of Lung Cancer With Brain Metastases in Elderly Patients: A Multicenter Retrospective Study
by: Anqi Li, et al.
Published: (2025)
by: Anqi Li, et al.
Published: (2025)
Deep-Learning Atlas Registration for Melanoma Brain Metastases: Preserving Pathology While Enabling Cohort-Level Analyses
by: Wielenberg, Nanna E., et al.
Published: (2026)
by: Wielenberg, Nanna E., et al.
Published: (2026)
Deciphering linguistic and cultural hurdles in English-Arabic media translation: Insights from the BBC online news articles
by: Yasser Ahmed Gomaa
Published: (2024)
by: Yasser Ahmed Gomaa
Published: (2024)
Approaches to needle navigation in interstitial brachytherapy using infrared tracking and radiography
by: Veronika Kreß, et al.
Published: (2026)
by: Veronika Kreß, et al.
Published: (2026)
Privacy by Design in U.S. Project Development: Legal Myth or Emerging Obligation?
by: Jing, Yixing
Published: (2025)
by: Jing, Yixing
Published: (2025)
Brain Metastases in Havana Cancer Patients
by: Joel Caballero-García
Published: (2018)
by: Joel Caballero-García
Published: (2018)
The added value for MRI radiomics and deep-learning for glioblastoma prognostication compared to clinical and molecular information
by: Abler, D., et al.
Published: (2025)
by: Abler, D., et al.
Published: (2025)
Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models
by: Gomaa, Eyad, et al.
Published: (2024)
by: Gomaa, Eyad, et al.
Published: (2024)
Effect of Dual‐Task Training on the Number of EEG Bands in Stroke Patients
by: Borhan Asadi, et al.
Published: (2025)
by: Borhan Asadi, et al.
Published: (2025)
Brain Metastases From Solid Cancers in 58 Dogs
by: Samuel Okonji, et al.
Published: (2025)
by: Samuel Okonji, et al.
Published: (2025)
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities
by: Tian, Zhibo, et al.
Published: (2025)
by: Tian, Zhibo, et al.
Published: (2025)
On the Importance of Conditioning for Privacy-Preserving Data Augmentation
by: Lorenz, Julian, et al.
Published: (2025)
by: Lorenz, Julian, et al.
Published: (2025)
Privacy-Preserving Vertical K-Means Clustering
by: Mazzone, Federico, et al.
Published: (2025)
by: Mazzone, Federico, et al.
Published: (2025)
Complex-valued neural networks to speed-up MR Thermometry during Hyperthermia using Fourier PD and PDUNet
by: Khatun, Rupali, et al.
Published: (2023)
by: Khatun, Rupali, et al.
Published: (2023)
Simultaneous optimization of non-coplanar beam orientations and cumulative EQD2 distribution for high-dose reirradiation of locoregionally recurrent non-small cell lung cancer
by: Torelli, Nathan, et al.
Published: (2025)
by: Torelli, Nathan, et al.
Published: (2025)
Apparent Molal Volumes of Sodium Fluoride in Mixed Aqueous-Ethanol Solvents
by: E. Gomaa
Published: (2010)
by: E. Gomaa
Published: (2010)
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review
by: Xia, K., et al.
Published: (2024)
by: Xia, K., et al.
Published: (2024)
FedMinds: Privacy-Preserving Personalized Brain Visual Decoding
by: Bao, Guangyin, et al.
Published: (2024)
by: Bao, Guangyin, et al.
Published: (2024)
DeZent: Decentralized z-Anonymity with Privacy-Preserving Coordination
by: Brunn, Carolin, et al.
Published: (2026)
by: Brunn, Carolin, et al.
Published: (2026)
Precision Aquaculture: An Integrated Computer Vision and IoT Approach for Optimized Tilapia Feeding
by: Hossam, Rania, et al.
Published: (2024)
by: Hossam, Rania, et al.
Published: (2024)
Guided Code Generation with LLMs: A Multi-Agent Framework for Complex Code Tasks
by: Almorsi, Amr, et al.
Published: (2025)
by: Almorsi, Amr, et al.
Published: (2025)
ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations
by: Gomaa, Amr, et al.
Published: (2025)
by: Gomaa, Amr, et al.
Published: (2025)
Similar Items
-
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data
by: Huang, Yixing, et al.
Published: (2024) -
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding
by: Hagag, Amr, et al.
Published: (2023) -
Technical Note: Vendor-Specific Approach for Standardized Uptake Value Calculation
by: Fritsak, Maksym, et al.
Published: (2024) -
A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen
by: Mariia Lapaeva, et al.
Published: (2025) -
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology
by: Hou, Yihao, et al.
Published: (2024)