:: Library Catalog

Imagen de Portada

Guardado en:

Detalles Bibliográficos
Autores principales:	Carloni, Gianluca, Colantonio, Sara
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence Image and Video Processing I.2; I.4; I.5; J.3; J.6
Acceso en línea:	https://arxiv.org/abs/2409.04360
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
por: Carloni, Gianluca, et al.
Publicado: (2024)

Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration
por: Carloni, Gianluca
Publicado: (2025)

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results
por: Carloni, Gianluca, et al.
Publicado: (2023)

Pathology Foundation Models are Scanner Sensitive: Benchmark and Mitigation with Contrastive ScanGen Loss
por: Carloni, Gianluca, et al.
Publicado: (2025)

A Systematic Review of Few-Shot Learning in Medical Imaging
por: Pachetti, Eva, et al.
Publicado: (2023)

Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation
por: Cieślak, Daniel, et al.
Publicado: (2025)

Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images
por: Brieu, Nicolas, et al.
Publicado: (2024)

Hessian-Based Lightweight Neural Network HessNet for State-of-the-Art Brain Vessel Segmentation on a Minimal Training Dataset
por: Bernadotte, Alexandra, et al.
Publicado: (2025)

The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection
por: Saha, Anup, et al.
Publicado: (2025)

Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification
por: Pachetti, Eva, et al.
Publicado: (2024)

FASL-Seg: Anatomy and Tool Segmentation of Surgical Scenes
por: Abdel-Ghani, Muraam, et al.
Publicado: (2025)

Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
por: Oskouei, Soroush, et al.
Publicado: (2024)

RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts
por: Cooke, Lauren H., et al.
Publicado: (2025)

Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
por: Høibø, Maren, et al.
Publicado: (2023)

A label-free and data-free training strategy for vasculature segmentation in serial sectioning OCT data
por: Chollet, Etienne, et al.
Publicado: (2024)

TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology
por: Rehamnia, Walid, et al.
Publicado: (2025)

ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation
por: Winter, Dominik, et al.
Publicado: (2024)

HMS-VesselNet: Hierarchical Multi-Scale Attention Network with Topology-Preserving Loss for Retinal Vessel Segmentation
por: R, Amarnath
Publicado: (2026)

Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis
por: Slobodzian, Vitalii, et al.
Publicado: (2024)

Cardiac ultrasound simulation for autonomous ultrasound navigation
por: Amadou, Abdoul Aziz, et al.
Publicado: (2024)

Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model
por: Choo, Kyobin, et al.
Publicado: (2024)

Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer Lesions
por: Elfatimi, Elhoucine, et al.
Publicado: (2024)

Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
por: Islam, Md. Farhadul, et al.
Publicado: (2024)

Modeling the Neonatal Brain Development Using Implicit Neural Representations
por: Bieder, Florentin, et al.
Publicado: (2024)

Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification
por: Philps, Ben, et al.
Publicado: (2024)

Multispectral Indices for Wildfire Management
por: Oliveira, Afonso, et al.
Publicado: (2023)

Data Science for Geographic Information Systems
por: Oliveira, Afonso, et al.
Publicado: (2024)

ZACH-ViT: Regime-Dependent Inductive Bias in Compact Vision Transformers for Medical Imaging
por: Angelakis, Athanasios
Publicado: (2026)

Self-Supervised Z-Slice Augmentation for 3D Bio-Imaging via Knowledge Distillation
por: Pasqui, Alessandro, et al.
Publicado: (2025)

Aximorphic Perspective Projection Model for Immersive Imagery
por: Fober, Jakub Maksymilian
Publicado: (2021)

Data-driven Smile Design: Personalized Dental Aesthetics Outcomes Using Deep Learning
por: Lin, Marcus, et al.
Publicado: (2025)

Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images
por: Xia, Ruiyu, et al.
Publicado: (2024)

Deep Learning-Based Early-Stage IR-Drop Estimation via CNN Surrogate Modeling
por: Bhadana, Ritesh
Publicado: (2026)

SAS-Net: Cross-Domain Image Registration as Inverse Rendering via Structure-Appearance Factorization
por: Qin, Jiahao
Publicado: (2026)

Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning
por: Mukisa, Racheal, et al.
Publicado: (2025)

U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
por: Mukisa, Racheal, et al.
Publicado: (2025)

DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images
por: Mukisa, Racheal, et al.
Publicado: (2025)

Augmentation-Based Deep Learning for Identification of Circulating Tumor Cells
por: Russo, Martina, et al.
Publicado: (2025)

SA-CycleGAN-2.5D: Self-Attention CycleGAN with Tri-Planar Context for Multi-Site MRI Harmonization
por: Gowda, Ishrith, et al.
Publicado: (2026)

GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
por: Chen, Shih-Fang, et al.
Publicado: (2026)