Copertina

Flexible Sampling for Long-tailed Skin Lesion Classification

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ju, Lie, Wu, Yicheng, Wang, Lin, Yu, Zhen, Zhao, Xin, Wang, Xin, Bonnington, Paul, Ge, Zongyuan
Natura:	Preprint
Pubblicazione:	2022
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Universal Semi-Supervised Learning for Medical Image Classification
di: Ju, Lie, et al.
Pubblicazione: (2023)

MONICA: Benchmarking on Long-tailed Medical Image Classification
di: Ju, Lie, et al.
Pubblicazione: (2024)

LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
di: Xia, Peng, et al.
Pubblicazione: (2023)

TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
di: Li, Wenxue, et al.
Pubblicazione: (2024)

Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
di: Sun, Jiajun, et al.
Pubblicazione: (2025)

Diversified and Personalized Multi-rater Medical Image Segmentation
di: Wu, Yicheng, et al.
Pubblicazione: (2024)

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification
di: Hu, Ming, et al.
Pubblicazione: (2024)

Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook
di: Ma, Yuan, et al.
Pubblicazione: (2025)

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
di: Xia, Peng, et al.
Pubblicazione: (2023)

Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
di: Wei, Tianyunxi, et al.
Pubblicazione: (2024)

Deep Skin Lesion Segmentation with Transformer-CNN Fusion: Toward Intelligent Skin Cancer Analysis
di: Wang, Xin, et al.
Pubblicazione: (2025)

Prompt-driven Latent Domain Generalization for Medical Image Classification
di: Yan, Siyuan, et al.
Pubblicazione: (2024)

Enhancing Skin Lesion Diagnosis with Ensemble Learning
di: Liu, Xiaoyi, et al.
Pubblicazione: (2024)

Delving into Out-of-Distribution Detection with Medical Vision-Language Models
di: Ju, Lie, et al.
Pubblicazione: (2025)

Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis
di: Yan, Siyuan, et al.
Pubblicazione: (2024)

Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound
di: Chen, Shijing, et al.
Pubblicazione: (2025)

DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making
di: Liu, Yize, et al.
Pubblicazione: (2026)

A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification
di: Zhang, Yuan, et al.
Pubblicazione: (2024)

Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions
di: Jiang, Jiaxiang, et al.
Pubblicazione: (2026)

MelanomaNet: Explainable Deep Learning for Skin Lesion Classification
di: Ilyosbekov, Sukhrobbek
Pubblicazione: (2025)

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation
di: Ye, Jun
Pubblicazione: (2024)

Small Lesions-aware Bidirectional Multimodal Multiscale Fusion Network for Lung Disease Classification
di: Yu, Jianxun, et al.
Pubblicazione: (2025)

An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation
di: Lloyd-Brown, Stephen, et al.
Pubblicazione: (2025)

Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
di: Feng, Wei, et al.
Pubblicazione: (2025)

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
di: Xia, Peng, et al.
Pubblicazione: (2024)

Skin Cancer Detection utilizing Deep Learning: Classification of Skin Lesion Images using a Vision Transformer
di: Flosdorf, Carolin, et al.
Pubblicazione: (2024)

Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration
di: Khurshid, Mahapara, et al.
Pubblicazione: (2024)

Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning
di: Yang, Kuo, et al.
Pubblicazione: (2024)

LesionTABE: Equitable AI for Skin Lesion Detection
di: Diaz, Rocio Mexia, et al.
Pubblicazione: (2026)

Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
di: Shafi, Abdullah Al, et al.
Pubblicazione: (2025)

DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification
di: Galanakis, Stathis, et al.
Pubblicazione: (2026)

MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
di: Yan, Siyuan, et al.
Pubblicazione: (2025)

Large-scale Long-tailed Disease Diagnosis on Radiology Images
di: Zheng, Qiaoyu, et al.
Pubblicazione: (2023)

FlexPainter: Flexible and Multi-View Consistent Texture Generation
di: Yan, Dongyu, et al.
Pubblicazione: (2025)

Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection
di: Udayangani, Nimeshika, et al.
Pubblicazione: (2025)

LTRL: Boosting Long-tail Recognition via Reflective Learning
di: Zhao, Qihao, et al.
Pubblicazione: (2024)

JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification
di: Nguyen, Phan, et al.
Pubblicazione: (2026)

Skin Lesion Classification Based on ResNet-50 Enhanced With Adaptive Spatial Feature Fusion
di: Liu, Runhao, et al.
Pubblicazione: (2025)

WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
di: Jiang, Yiwen, et al.
Pubblicazione: (2025)

Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification
di: Fayyad, Jamil, et al.
Pubblicazione: (2023)