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09/27/2022
OBBStacking: An Ensemble Method for Remote Sensing Object Detection
Ensemble methods are a reliable way to combine several models to achieve...
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06/07/2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach
In recent years, colorectal cancer has become one of the most significan...
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06/02/2022
CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron
Cervical cancer is the seventh most common cancer among all the cancers ...
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06/04/2021
A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer
GasHisSDB is a New Gastric Histopathology Subsize Image Database with a ...
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05/16/2021
Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transfor
Cervical cancer is a very common and fatal cancer in women, but it can b...
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04/29/2021
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification
For deep learning methods applied to the diagnosis of gastric cancer int...
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02/21/2021
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification
In the Gastric Histopathology Image Classification (GHIC) tasks, which i...
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09/29/2020
A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis
Pathology image analysis is an essential procedure for clinical diagnosi...
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03/27/2020
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks
Breast cancer is one of the most common and deadliest cancers among wome...
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03/08/2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation
In order to assist researchers to identify Environmental Microorganisms ...
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03/03/2020
Gastric histopathology image segmentation using a hierarchical conditional random field
In this paper, a Hierarchical Conditional Random Field (HCRF) model base...
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12/05/2018