Imagen de Portada

Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Raggio, Ciro Benito, Migliorelli, Lucia, Skupien, Nils, Zabaleta, Mathias Krohmer, Blanck, Oliver, Cicone, Francesco, Cascini, Giuseppe Lucio, Zaffino, Paolo, Spadea, Maria Francesca
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition Distributed, Parallel, and Cluster Computing Medical Physics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis
por: Raggio, Ciro Benito, et al.
Publicado: (2024)

A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck
por: Raggio, Ciro Benito, et al.
Publicado: (2025)

Intriguing Properties of Dynamic Sampling Networks
por: Morle, Dario, et al.
Publicado: (2025)

Soft Masked Mamba Diffusion Model for CT to MRI Conversion
por: Wang, Zhenbin, et al.
Publicado: (2024)

A Systematic Benchmark of GAN Architectures for MRI-to-CT Synthesis
por: Pesci, Alessandro, et al.
Publicado: (2026)

LAND: Lung and Nodule Diffusion for 3D Chest CT Synthesis with Anatomical Guidance
por: Oliveras, Anna, et al.
Publicado: (2025)

Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
por: Fan, Fuxin, et al.
Publicado: (2024)

Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization
por: Spadea, Fernando, et al.
Publicado: (2025)

Secondary Use of Electronic Health Data
por: Cascini, Fidelia
Publicado: (2025)

Reverse-engineering NLI: A study of the meta-inferential properties of Natural Language Inference
por: Blanck, Rasmus, et al.
Publicado: (2026)

Flow Matching for Conditional MRI-CT and CBCT-CT Image Synthesis
por: Hadzic, Arnela, et al.
Publicado: (2025)

Triple-Encoders: Representations That Fire Together, Wire Together
por: Erker, Justus-Jonas, et al.
Publicado: (2024)

MedScribe: Clinically Grounded CT Reporting through Agentic Workflows
por: Orlando, Giuseppe A., et al.
Publicado: (2026)

Mamba-driven MRI-to-CT Synthesis for MRI-only Radiotherapy Planning
por: Barmpounakis, Konstantinos, et al.
Publicado: (2026)

An Empirical Evaluation of Encoder Architectures for Fast Real-Time Long Conversational Understanding
por: Senthilnathan, Annamalai, et al.
Publicado: (2025)

Deep Neural Encoder-Decoder Model to Relate fMRI Brain Activity with Naturalistic Stimuli
por: David, Florian, et al.
Publicado: (2025)

Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification?
por: Roccabruna, Gabriel, et al.
Publicado: (2024)

Pediatric Huntington Disease Brains Have Distinct Morphologic and Metabolic Traits: the RAREST‐JHD Study
por: Maria Eugenia Caligiuri, et al.
Publicado: (2024)

Detrended cross-correlations and their random matrix limit: an example from the cryptocurrency market
por: Drożdż, Stanisław, et al.
Publicado: (2025)

On the MMP for rank one foliations on threefolds
por: Cascini, Paolo, et al.
Publicado: (2020)

On base point freeness for rank one foliations
por: Cascini, Paolo, et al.
Publicado: (2025)

Foliation adjunction
por: Cascini, Paolo, et al.
Publicado: (2023)

MMP for co-rank one foliations on threefolds
por: Cascini, Paolo, et al.
Publicado: (2018)

Recent progress on the Minimal Model Program for foliations
por: Cascini, Paolo, et al.
Publicado: (2026)

A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks
por: Cacciatore, Alessandro, et al.
Publicado: (2024)

Radiology Report Conditional 3D CT Generation with Multi Encoder Latent diffusion Model
por: Amirrajab, Sina, et al.
Publicado: (2025)

LIMIS: Towards Language-based Interactive Medical Image Segmentation
por: Heinemann, Lena, et al.
Publicado: (2024)

Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation
por: Zhou, Teng, et al.
Publicado: (2025)

Hi-DREAM: Brain Inspired Hierarchical Diffusion for fMRI Reconstruction via ROI Encoder and visuAl Mapping
por: Zhang, Guowei, et al.
Publicado: (2025)

A Cartilha Normal Portuguésa de António Teixeira (1902): entre tradições, mudanças e intercâmbios
por: Matteo Migliorelli
Publicado: (2024)

Automated Landmark Detection for assessing hip conditions: A Cross-Modality Validation of MRI versus X-ray
por: Di Via, Roberto, et al.
Publicado: (2026)

Study on the Benefits of Virtual Reality as a Support for STEM Learning
por: Riccardo Giussani, et al.
Publicado: (2025)

FreezeVLA: Action-Freezing Attacks against Vision-Language-Action Models
por: Wang, Xin, et al.
Publicado: (2025)

VIBE: Video-Input Brain Encoder for fMRI Response Modeling
por: Schad, Daniel Carlström, et al.
Publicado: (2025)

TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism
por: Cho, Seonghye, et al.
Publicado: (2026)

MRI-to-CT synthesis using drifting models
por: Lyu, Qing, et al.
Publicado: (2026)

Freeze-Tag is NP-hard in 2D with $L_1$ distance
por: Silva, Lucas de Oliveira, et al.
Publicado: (2025)

Parallel Swin Transformer-Enhanced 3D MRI-to-CT Synthesis for MRI-Only Radiotherapy Planning
por: Dorjsembe, Zolnamar, et al.
Publicado: (2026)

Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring
por: Liu, Junfeng, et al.
Publicado: (2023)

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT
por: Häntze, Hartmut, et al.
Publicado: (2024)