Imagen de Portada

SelectiveKD: A semi-supervised framework for cancer detection in DBT through Knowledge Distillation and Pseudo-labeling

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Dillard, Laurent, Lee, Hyeonsoo, Lee, Weonsuk, Kim, Tae Soo, Diba, Ali, Kooi, Thijs
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition 68T45, 92C55 68T45, 92C55 I.4.9; I.5.4
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey
por: Ma, Siteng, et al.
Publicado: (2025)

A Semantic Segmentation Algorithm for Pleural Effusion Based on DBIF-AUNet
por: Tang, Ruixiang, et al.
Publicado: (2025)

Medico 2025: Visual Question Answering for Gastrointestinal Imaging
por: Gautam, Sushant, et al.
Publicado: (2025)

Phase-Coded Memory and Morphological Resonance: A Next-Generation Retrieval-Augmented Generator Architecture
por: Saklakov, Denis V.
Publicado: (2025)

Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Systematic Review and Practical Design Guidelines
por: Wimalasiri, Chathura
Publicado: (2026)

Synthetic-to-Real Transfer Learning for Chromatin-Sensitive PWS Microscopy
por: Arafat, Jahidul, et al.
Publicado: (2025)

A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx
por: Gad, Eyad, et al.
Publicado: (2025)

Technical Report: Automated Optical Inspection of Surgical Instruments
por: Shafqat, Zunaira, et al.
Publicado: (2026)

MATEX: Multi-scale Attention and Text-guided Explainability of Medical Vision-Language Models
por: Imran, Muhammad, et al.
Publicado: (2026)

SLIM-Diff: Shared Latent Image-Mask Diffusion with Lp loss for Data-Scarce Epilepsy FLAIR MRI
por: Pascual-González, Mario, et al.
Publicado: (2026)

Structural Graph Neural Networks with Anatomical Priors for Explainable Chest X-ray Diagnosis
por: Berkani, Khaled
Publicado: (2026)

Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble Architectures
por: Singh, Deependra, et al.
Publicado: (2025)

BreastDCEDL: A Comprehensive Breast Cancer DCE-MRI Dataset and Transformer Implementation for Treatment Response Prediction
por: Fridman, Naomi, et al.
Publicado: (2025)

Automating Timed Up and Go Phase Segmentation and Gait Analysis via the tugturn Markerless 3D Pipeline
por: Chinaglia, Abel Gonçalves, et al.
Publicado: (2026)

SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation
por: Wang, Cheng, et al.
Publicado: (2025)

Computational Imaging Priors for Wireless Capsule Endoscopy: Monte Carlo-Guided Hemoglobin Mapping for Rare-Anomaly Detection
por: Yang, Chengshuai, et al.
Publicado: (2026)

Calibrated Bayesian Deep Learning for Explainable Decision Support Systems Based on Medical Imaging
por: Xu, Hua, et al.
Publicado: (2026)

Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy
por: Gautam, Sushant, et al.
Publicado: (2025)

Automated Cervical Cancer Detection through Visual Inspection with Acetic Acid in Resource-Poor Settings with Lightweight Deep Learning Models Deployed on an Android Device
por: Maben, Leander Melroy, et al.
Publicado: (2025)

Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
por: V, Pandiyaraju, et al.
Publicado: (2024)

SG-CLDFF: A Novel Framework for Automated White Blood Cell Classification and Segmentation
por: Gashti, Mehdi Zekriyapanah, et al.
Publicado: (2025)

Convolutional Neural Network and Adversarial Autoencoder in EEG images classification
por: Nasybullin, Albert, et al.
Publicado: (2026)

Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization
por: Dasoju, Varun Kumar, et al.
Publicado: (2025)

TauFlow: Dynamic Causal Constraint for Complexity-Adaptive Lightweight Segmentation
por: Chen, Zidong, et al.
Publicado: (2025)

Deep Learning for Generating Computational PIN-4 Immunohistochemistry Staining from Prostate Biopsy H&E Images
por: Tran, Vietbao, et al.
Publicado: (2026)

Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images
por: Da, Longchao, et al.
Publicado: (2024)

Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images
por: Mohammadi, Mana, et al.
Publicado: (2025)

MambaNetLK: Enhancing Colonoscopy Point Cloud Registration with Mamba
por: Jiang, Linzhe, et al.
Publicado: (2025)

An Automated Framework for Large-Scale Graph-Based Cerebrovascular Analysis
por: Falcetta, Daniele, et al.
Publicado: (2025)

Blink-to-code: real-time Morse code communication via eye blink detection and classification
por: Bhatt, Anushka
Publicado: (2025)

Automatic infant 2D pose estimation from videos: comparing seven deep neural network methods
por: Gama, Filipe, et al.
Publicado: (2024)

$μ$NeuFMT: Optical-Property-Adaptive Fluorescence Molecular Tomography via Implicit Neural Representation
por: Zhao, Shihan, et al.
Publicado: (2025)

Learning Continuous Receive Apodization Weights via Implicit Neural Representation for Ultrafast ICE Ultrasound Imaging
por: Delaunay, Rémi, et al.
Publicado: (2025)

Modulated INR with Prior Embeddings for Ultrasound Imaging Reconstruction
por: Delaunay, Rémi, et al.
Publicado: (2025)

Fixed-Budget Parameter-Efficient Training with Frozen Encoders Improves Multimodal Chest X-Ray Classification
por: Khan, Md Ashik, et al.
Publicado: (2025)

Can Local Vision-Language Models improve Activity Recognition over Vision Transformers? -- Case Study on Newborn Resuscitation
por: Guerriero, Enrico, et al.
Publicado: (2026)

Surpassing state of the art on AMD area estimation from RGB fundus images through careful selection of U-Net architectures and loss functions for class imbalance
por: Starodub, Valentyna, et al.
Publicado: (2025)

Automated Detection of Circadian-Dependent Epileptic Biomarkers for Seizure Localization: A Machine Learning and Signal Processing Framework
por: Gashti, Mehdi Zekriyapanah, et al.
Publicado: (2025)

Deep-learning-based electrode action potential mapping (DEAP Mapping) from annotation-free unipolar electrogram
por: Seno, Hiroshi, et al.
Publicado: (2024)

GAN-GA: A Generative Model based on Genetic Algorithm for Medical Image Generation
por: AbdulRazek, M., et al.
Publicado: (2023)