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07/12/2023
Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation
Mitosis detection is one of the fundamental tasks in computational patho...
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06/21/2023
DIAS: A Comprehensive Benchmark for DSA-sequence Intracranial Artery Segmentation
Automatic segmentation of the intracranial artery (IA) in digital subtra...
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12/27/2022
A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification
Mitosis nuclei count is one of the important indicators for the patholog...
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07/15/2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation
Brain tumor segmentation (BTS) in magnetic resonance image (MRI) is cruc...
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05/17/2022
HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images
Ultrasonography is an important routine examination for breast cancer di...
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04/13/2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
Lung cancer is the leading cause of cancer death worldwide, and adenocar...
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03/09/2022
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation
The success of Transformer in computer vision has attracted increasing a...
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03/01/2022
Nuclear Segmentation and Classification Model with Imbalanced Classes for CoNiC Challenge
Nuclear segmentation and classification is an essential step for computa...
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11/04/2021
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning
Histopathological tissue classification is a fundamental task in pathomi...
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10/14/2021