Imagen de Portada

Automated Lesion Segmentation of Stroke MRI Using nnU-Net: A Comprehensive External Validation Across Acute and Chronic Lesions

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Truzman, Tammar, Ralph, Matthew A. Lambon, Halai, Ajay D.
Formato:	Preprint
Publicado:	2026
Materias:	Quantitative Methods Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations
por: Kaniewski, Piotr, et al.
Publicado: (2024)

Handling Class Imbalance Problem in Skin Lesion Classification: Finding Strengths and Weaknesses of Various Balancing Techniques
por: Khandaker, Ariful Islam, et al.
Publicado: (2025)

Automated Prostate Gland Segmentation in MRI Using nnU-Net
por: Rodriguez-Belenguer, Pablo, et al.
Publicado: (2026)

An MRI Atlas of the Human Fetal Brain: Reference and Segmentation Tools for Fetal Brain MRI Analysis
por: Bagheri, Mahdi, et al.
Publicado: (2025)

Mapping of Lesion Images to Somatic Mutations
por: Mehta, Rahul
Publicado: (2025)

Robust Glioblastoma Segmentation and Volumetry Without T2-FLAIR: External Validation of Targeted Dropout Training
por: Öchsner, Marco, et al.
Publicado: (2026)

Prenatal Stress Detection from Electrocardiography Using Self-Supervised Deep Learning: Development and External Validation
por: Frasch, Martin G., et al.
Publicado: (2026)

Modeling HIF-ILK Interaction Using Continuous Petri Nets
por: Gilin, Viktor, et al.
Publicado: (2025)

Glycemic Variability Before And After Hypoglycemia Across Different Timeframes In Type 1 Diabetes With And Without Automated Insulin Delivery
por: Zafar, Ahtsham, et al.
Publicado: (2025)

Left Atrial Segmentation with nnU-Net Using MRI
por: Hosseinabadi, Fatemeh, et al.
Publicado: (2025)

A Comprehensive Database of Leaf Temperature, Water, and CO 2 Fluxes in Young Oil Palm Plants Across Diverse Climate Scenarios
por: Perez, Raphael, et al.
Publicado: (2026)

Brain Tumor Segmentation in Sub-Sahara Africa with Advanced Transformer and ConvNet Methods: Fine-Tuning, Data Mixing and Ensembling
por: Musah, Toufiq, et al.
Publicado: (2025)

TriAgent: Automated Biomarker Discovery with Deep Research Grounding for Triage in Acute Care by LLM-Based Multi-Agent Collaboration
por: Delikoyun, Kerem, et al.
Publicado: (2025)

Automated Immunophenotyping Assessment for Diagnosing Childhood Acute Leukemia using Set-Transformers
por: Lygizou, Elpiniki Maria, et al.
Publicado: (2024)

Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI
por: Lee, Kent M., et al.
Publicado: (2025)

Using PyBioNetFit to Leverage Qualitative and Quantitative Data in Biological Model Parameterization and Uncertainty Quantification
por: Miller, Ely F., et al.
Publicado: (2025)

Dual-attention ResNet outperforms transformers in HER2 prediction on DCE-MRI
por: Fridman, Naomi, et al.
Publicado: (2025)

A Comprehensive Framework for Automated Segmentation of Perivascular Spaces in Brain MRI with the nnU-Net
por: Pham, William, et al.
Publicado: (2024)

Validated Synthetic Patient Generation for Small Longitudinal Cohorts: Coagulation Dynamics Across Pregnancy
por: Varner, Jeffrey D., et al.
Publicado: (2026)

Automating Care by Self-maintainability for Full Laboratory Automation
por: Ochiai, Koji, et al.
Publicado: (2025)

Integrating Color Histogram Analysis and Convolutional Neural Network for Skin Lesion Classification
por: Rasel, M. A., et al.
Publicado: (2026)

Predicting the Risk of Ischemic Stroke in Patients with Atrial Fibrillation using Heterogeneous Drug-protein-disease Network-based Deep Learning
por: Lyu, Zhiheng, et al.
Publicado: (2024)

Bioimpedance a Diagnostic Tool for Tobacco Induced Oral Lesions: a Mixed Model cross-sectional study
por: Gupta, Vaibhav, et al.
Publicado: (2024)

7 Tesla multimodal MRI dataset of ex-vivo human brain
por: Zhu, Qinfeng, et al.
Publicado: (2024)

Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning
por: Elola, Andoni, et al.
Publicado: (2024)

Hillclimb-Causal Inference: A Data-Driven Approach to Identify Causal Pathways Among Parental Behaviors, Genetic Risk, and Externalizing Behaviors in Children
por: Wei, Mengman, et al.
Publicado: (2025)

Assessing Validity of ICD-10 Administrative Data in Coding Comorbidities
por: Pan, Jie, et al.
Publicado: (2025)

A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs and Machine Learning
por: Prasanna, Shivika, et al.
Publicado: (2024)

Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models
por: Chang, Sicong, et al.
Publicado: (2026)

Investigation of Electrical Conductivity Changes during Brain Functional Activity in 3T MRI
por: Jung, Kyu-Jin, et al.
Publicado: (2024)

Petri Net Modeling of Root Hair Response to Phosphate Starvation in Arabidopsis Thaliana
por: Fijn, Amber H. B., et al.
Publicado: (2025)

Validation of Golden Gate assemblies using highly multiplexed Nanopore amplicon sequencing
por: Rojas, Adan A. Ramirez, et al.
Publicado: (2024)

EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise
por: Choi, David, et al.
Publicado: (2025)

Comprehensive Lipidomic Automation Workflow using Large Language Models
por: Beveridge, Connor, et al.
Publicado: (2024)

Neurosymbolic Learning for Predicting Cell Fate Decisions from Longitudinal Single Cell Transcriptomics in Paediatric Acute Myeloid Leukemia
por: Uthamacumaran, Abicumaran, et al.
Publicado: (2025)

Project Hermes: A Model-Agnostic Validation Layer for Wearable Health Prediction Systems
por: Chakraborty, Richik
Publicado: (2026)

RNA-Protein Interaction Prediction Based on Deep Learning: A Comprehensive Survey
por: Li, Danyu, et al.
Publicado: (2024)

Heart Rate Variability Patterns Reflect Yoga Intervention in Chronically Stressed Pregnant Women: A Quasi-Randomized Controlled Trial
por: Mayer, Marlene J E, et al.
Publicado: (2025)

Antibody Consumption-Driven Dynamic Competition: A Systems Hypothesis for the Transition from Acute Immune Response to Post-Infection Sequelae
por: Qiru, Shi
Publicado: (2025)

GNN-Based Deep Surrogate Modeling of Knee Contact Mechanics: Generalizing Neuromuscular Control Patterns Across Subjects
por: Pan, Zhengye, et al.
Publicado: (2025)