Adaptive Learning Strategies for Mitotic Figure Classification in MIDOG2025 Challenge
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Meng, Biwen, Long, Xi, Liu, Jingxin |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Solutions for Mitotic Figure Detection and Atypical Classification in MIDOG 2025
par: Xu, Shuting, et autres
Publié: (2025)
par: Xu, Shuting, et autres
Publié: (2025)
Challenges and Lessons from MIDOG 2025: A Two-Stage Approach to Domain-Robust Mitotic Figure Detection
par: Song, Euiseop, et autres
Publié: (2025)
par: Song, Euiseop, et autres
Publié: (2025)
RF-DETR for Robust Mitotic Figure Detection: A MIDOG 2025 Track 1 Approach
par: Giedziun, Piotr, et autres
Publié: (2025)
par: Giedziun, Piotr, et autres
Publié: (2025)
Efficient Fine-Tuning of DINOv3 Pretrained on Natural Images for Atypical Mitotic Figure Classification (MIDOG 2025 Task 2 Winner)
par: Balezo, Guillaume, et autres
Publié: (2025)
par: Balezo, Guillaume, et autres
Publié: (2025)
Ensemble of Pathology Foundation Models for MIDOG 2025 Track 2: Atypical Mitosis Classification
par: Ochi, Mieko, et autres
Publié: (2025)
par: Ochi, Mieko, et autres
Publié: (2025)
MIDOG 2025 Track 2: A Deep Learning Model for Classification of Atypical and Normal Mitotic Figures under Class and Hardness Imbalances
par: Kotte, Sujatha, et autres
Publié: (2025)
par: Kotte, Sujatha, et autres
Publié: (2025)
Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Atypical Cell Detection Competition
par: Benito-Del-Valle, Leire, et autres
Publié: (2025)
par: Benito-Del-Valle, Leire, et autres
Publié: (2025)
Robust Pan-Cancer Mitotic Figure Detection with YOLOv12
par: Bourgade, Raphaël, et autres
Publié: (2025)
par: Bourgade, Raphaël, et autres
Publié: (2025)
A Single Detect Focused YOLO Framework for Robust Mitotic Figure Detection
par: Topuz, Yasemin, et autres
Publié: (2025)
par: Topuz, Yasemin, et autres
Publié: (2025)
MIDOG 2025: Mitotic Figure Detection with Attention-Guided False Positive Correction
par: Broad, Andrew, et autres
Publié: (2025)
par: Broad, Andrew, et autres
Publié: (2025)
Foundation Model-Driven Classification of Atypical Mitotic Figures with Domain-Aware Training Strategies
par: Giedziun, Piotr, et autres
Publié: (2025)
par: Giedziun, Piotr, et autres
Publié: (2025)
Team Westwood Solution for MIDOG 2025 Challenge: An Ensemble-CNN-Based Approach For Mitosis Detection And Classification
par: Xu, Tengyou, et autres
Publié: (2025)
par: Xu, Tengyou, et autres
Publié: (2025)
Pan-Cancer mitotic figures detection and domain generalization: MIDOG 2025 Challenge
par: Shen, Zhuoyan, et autres
Publié: (2025)
par: Shen, Zhuoyan, et autres
Publié: (2025)
ConvNeXt with Histopathology-Specific Augmentations for Mitotic Figure Classification
par: Feki, Hana, et autres
Publié: (2025)
par: Feki, Hana, et autres
Publié: (2025)
PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis
par: Li, Yanfei, et autres
Publié: (2025)
par: Li, Yanfei, et autres
Publié: (2025)
Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases
par: Tai, Cheng-Yu, et autres
Publié: (2025)
par: Tai, Cheng-Yu, et autres
Publié: (2025)
Vision Transformer for Intracranial Hemorrhage Classification in CT Scans Using an Entropy-Aware Fuzzy Integral Strategy for Adaptive Scan-Level Decision Fusion
par: Chagahi, Mehdi Hosseini, et autres
Publié: (2025)
par: Chagahi, Mehdi Hosseini, et autres
Publié: (2025)
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge
par: Yang, Jiancheng, et autres
Publié: (2024)
par: Yang, Jiancheng, et autres
Publié: (2024)
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
par: Li, Xin, et autres
Publié: (2025)
par: Li, Xin, et autres
Publié: (2025)
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
par: Lee, Sangmin, et autres
Publié: (2025)
par: Lee, Sangmin, et autres
Publié: (2025)
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
par: Li, Xin, et autres
Publié: (2025)
par: Li, Xin, et autres
Publié: (2025)
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers
par: Zoravar, Mehran, et autres
Publié: (2025)
par: Zoravar, Mehran, et autres
Publié: (2025)
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes
par: Jiang, Hai, et autres
Publié: (2025)
par: Jiang, Hai, et autres
Publié: (2025)
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology
par: Shrestha, Mobina, et autres
Publié: (2025)
par: Shrestha, Mobina, et autres
Publié: (2025)
Classification of Brain Tumors using Hybrid Deep Learning Models
par: Gala, Neerav Nemchand
Publié: (2025)
par: Gala, Neerav Nemchand
Publié: (2025)
Evaluating the Diagnostic Classification Ability of Multimodal Large Language Models: Insights from the Osteoarthritis Initiative
par: Wang, Li, et autres
Publié: (2026)
par: Wang, Li, et autres
Publié: (2026)
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI
par: Huang, Shoujin, et autres
Publié: (2024)
par: Huang, Shoujin, et autres
Publié: (2024)
Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification
par: Abumohsen, Mobarak, et autres
Publié: (2025)
par: Abumohsen, Mobarak, et autres
Publié: (2025)
Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025
par: Cedeño, José Rafael Noriega
Publié: (2026)
par: Cedeño, José Rafael Noriega
Publié: (2026)
Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images
par: Borji, Arezoo, et autres
Publié: (2024)
par: Borji, Arezoo, et autres
Publié: (2024)
Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography
par: Gu, Ang Nan, et autres
Publié: (2024)
par: Gu, Ang Nan, et autres
Publié: (2024)
Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions
par: Eli, Aimina Ali, et autres
Publié: (2024)
par: Eli, Aimina Ali, et autres
Publié: (2024)
Enhancing Diabetic Retinopathy Classification Accuracy through Dual Attention Mechanism in Deep Learning
par: Hannan, Abdul, et autres
Publié: (2025)
par: Hannan, Abdul, et autres
Publié: (2025)
Adversarial Multi-Task Learning for Liver Tumor Segmentation, Dynamic Enhancement Regression, and Classification
par: Xiao, Xiaojiao, et autres
Publié: (2025)
par: Xiao, Xiaojiao, et autres
Publié: (2025)
Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray Images
par: Pramana, A. A. G. Yogi, et autres
Publié: (2024)
par: Pramana, A. A. G. Yogi, et autres
Publié: (2024)
Adaptive Super Resolution For One-Shot Talking-Head Generation
par: Song, Luchuan, et autres
Publié: (2024)
par: Song, Luchuan, et autres
Publié: (2024)
Automated Classification of First-Trimester Fetal Heart Views Using Ultrasound-Specific Self-Supervised Learning
par: Megahed, Youssef, et autres
Publié: (2025)
par: Megahed, Youssef, et autres
Publié: (2025)
Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches
par: Mohammadi, Mahin, et autres
Publié: (2024)
par: Mohammadi, Mahin, et autres
Publié: (2024)
Deep Learning for Glioblastoma Morpho-pathological Features Identification: A BraTS-Pathology Challenge Solution
par: Zhang, Juexin, et autres
Publié: (2025)
par: Zhang, Juexin, et autres
Publié: (2025)
UNet with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning for Medical Image Segmentation
par: Qamar, Saqib, et autres
Publié: (2025)
par: Qamar, Saqib, et autres
Publié: (2025)
Documents similaires
-
Solutions for Mitotic Figure Detection and Atypical Classification in MIDOG 2025
par: Xu, Shuting, et autres
Publié: (2025) -
Challenges and Lessons from MIDOG 2025: A Two-Stage Approach to Domain-Robust Mitotic Figure Detection
par: Song, Euiseop, et autres
Publié: (2025) -
RF-DETR for Robust Mitotic Figure Detection: A MIDOG 2025 Track 1 Approach
par: Giedziun, Piotr, et autres
Publié: (2025) -
Efficient Fine-Tuning of DINOv3 Pretrained on Natural Images for Atypical Mitotic Figure Classification (MIDOG 2025 Task 2 Winner)
par: Balezo, Guillaume, et autres
Publié: (2025) -
Ensemble of Pathology Foundation Models for MIDOG 2025 Track 2: Atypical Mitosis Classification
par: Ochi, Mieko, et autres
Publié: (2025)