Imagen de Portada

Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nan, Tianhang, Quan, Hao, Ding, Yong, Li, Xingyu, Yang, Kai, Cui, Xiaoyu
Formato:	Preprint
Publicado:	2024
Materias:	Image and Video Processing Computer Vision and Pattern Recognition Tissues and Organs
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning
por: Nan, Tianhang, et al.
Publicado: (2024)

ROI Extraction in Thermographic Breast Images Using Genetic Algorithms
por: Mendes, LC, et al.
Publicado: (2026)

The IBEX Imaging Knowledge-Base: A Community Resource Enabling Adoption and Development of Immunofluoresence Imaging Methods
por: Yaniv, Ziv, et al.
Publicado: (2024)

HYAMD High-Resolution Fundus Image Dataset for age related macular degeneration (AMD) Diagnosis
por: Meisel, Meishar, et al.
Publicado: (2025)

Quantifying Smooth Muscles Regional Organization in the Rat Bladder Using Immunohistochemistry, Multiphoton Microscopy and Machine Learning
por: Asadbeygi, Alireza, et al.
Publicado: (2024)

Gaze2Report: Radiology Report Generation via Visual-Gaze Prompt Tuning of LLMs
por: Konwer, Aishik, et al.
Publicado: (2026)

Weighted Combination and Singular Spectrum Analysis Based Remote Photoplethysmography Pulse Extraction in Low-light Environments
por: Xi, Lin, et al.
Publicado: (2025)

SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography
por: Akash, Ahsan Habib, et al.
Publicado: (2025)

Three-dimensional ultrasound-based online system for automated ovarian follicle measurement
por: Royo, Pedro, et al.
Publicado: (2024)

Sensitivity of Finite Element Models to Relationship Between T2 Relaxation and Modulus in Articular Cartilage
por: Donabedian, Alexander A., et al.
Publicado: (2025)

A Comprehensive Pipeline for Aortic Segmentation and Shape Analysis
por: Shehata, Nairouz, et al.
Publicado: (2025)

Generating Novel Brain Morphology by Deforming Learned Templates
por: Wang, Alan Q., et al.
Publicado: (2025)

Glorbit: A Modular, Web-Based Platform for AI Based Periorbital Measurement in Low-Resource Settings
por: Nahass, George R., et al.
Publicado: (2025)

DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI
por: Li, Chengjin, et al.
Publicado: (2025)

Deep Learning-Based Correction and Unmixing of Hyperspectral Images for Brain Tumor Surgery
por: Black, David, et al.
Publicado: (2024)

Histopathology Slide Indexing and Search: Are We There Yet?
por: Shang, Helen H., et al.
Publicado: (2023)

Building Digital Twins of Different Human Organs for Personalized Healthcare
por: Lyu, Yilin, et al.
Publicado: (2026)

Diversity Over Scale: Whole-Slide Image Variety Enables H&E Foundation Model Training with Fewer Patches
por: Bosch, Christoph, et al.
Publicado: (2025)

TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound
por: Harmanani, Mohamed, et al.
Publicado: (2025)

Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay
por: Chen, Qianyu, et al.
Publicado: (2026)

Adaptive k-space Radial Sampling for Cardiac MRI with Reinforcement Learning
por: Xu, Ruru, et al.
Publicado: (2025)

Ensemble learning of the atrial fiber orientation with physics-informed neural networks
por: Magaña, Efraín, et al.
Publicado: (2024)

Segmentation of spinal rootlets across MRI contrasts with RootletSeg
por: Krejci, Katerina, et al.
Publicado: (2025)

A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer
por: Sadraoui, Aymen, et al.
Publicado: (2023)

Comparing the physical characteristics of ultrasound and magnetic resonance imaging to diagnose ovarian cysts
por: Jassim, Tariq Nadhim, et al.
Publicado: (2024)

Classification of colorectal primer carcinoma from normal colon with mid-infrared spectra
por: Borkovits, B., et al.
Publicado: (2024)

MAE-SAM2: Mask Autoencoder-Enhanced SAM2 for Clinical Retinal Vascular Leakage Segmentation
por: Xing, Xin, et al.
Publicado: (2025)

Deep-Learning Approach for Tissue Classification using Acoustic Waves during Ablation with an Er:YAG Laser (Updated)
por: Seppi, Carlo, et al.
Publicado: (2024)

Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
por: Redekop, Ekaterina, et al.
Publicado: (2025)

The State of Applying Artificial Intelligence to Tissue Imaging for Cancer Research and Early Detection
por: Robben, Michael, et al.
Publicado: (2023)

Prompting Whole Slide Image Based Genetic Biomarker Prediction
por: Zhang, Ling, et al.
Publicado: (2024)

Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging
por: Thota, Poojitha, et al.
Publicado: (2024)

Beyond Imaging: Vision Transformer Digital Twin Surrogates for 3D+T Biological Tissue Dynamics
por: Ugurlar, Kaan Berke, et al.
Publicado: (2025)

Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models
por: Haimour, Fatima, et al.
Publicado: (2025)

VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images
por: Quiros, Jose Vargas, et al.
Publicado: (2024)

The Role of High-Performance GPU Resources in Large Language Model Based Radiology Imaging Diagnosis
por: Kao, Jyun-Ping
Publicado: (2025)

Virchow: A Million-Slide Digital Pathology Foundation Model
por: Vorontsov, Eugene, et al.
Publicado: (2023)

Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning
por: Ye, Zanting, et al.
Publicado: (2025)

A Cytology Dataset for Early Detection of Oral Squamous Cell Carcinoma
por: Jain, Garima, et al.
Publicado: (2025)

Wrist bone segmentation in X-ray images using CT-based simulations
por: ElTantawy, Youssef, et al.
Publicado: (2025)