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Multi-Instance Multi-Scale CNN for Medical Image Classification
v1v2v3v4 (latest)

Multi-Instance Multi-Scale CNN for Medical Image Classification

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
4 July 2019
Shaohua Li
Yong Liu
Xiuchao Sui
Cheng Chen
Gabriel Tjio
Daniel Ting
Rick Siow Mong Goh
ArXiv (abs)PDFHTML

Papers citing "Multi-Instance Multi-Scale CNN for Medical Image Classification"

13 / 13 papers shown
Manifold Learning for Hyperspectral Images
Manifold Learning for Hyperspectral Images
Fethi Harkat
Tiphaine Deuberet
Guillaume Gey
V. Perrier
K. Polisano
244
0
0
19 Mar 2025
Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism
Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism
Tianhang Nan
Hao Quan
Yong Ding
Xingyu Li
Kai Yang
Xiaoyu Cui
345
2
0
29 Jul 2024
Prompt-Guided Adaptive Model Transformation for Whole Slide Image
  Classification
Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
Yi Lin
Zhengjie Zhu
Kwang-Ting Cheng
Hao Chen
VLMMedIm
194
5
0
19 Mar 2024
SO(2) and O(2) Equivariance in Image Recognition with
  Bessel-Convolutional Neural Networks
SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks
Valentin Delchevalerie
Alexandre Mayer
Adrien Bibal
Benoit Frénay
139
1
0
18 Apr 2023
Exploring Visual Prompts for Whole Slide Image Classification with
  Multiple Instance Learning
Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning
Yi Lin
Zhongchen Zhao
Zhengjie Zhu
Lisheng Wang
Kwang-Ting Cheng
Hao Chen
VLM
261
2
0
23 Mar 2023
Multi-scale Transformer Network with Edge-aware Pre-training for
  Cross-Modality MR Image Synthesis
Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image SynthesisIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Yonghao Li
Tao Zhou
Kelei He
Yi Zhou
Dinggang Shen
ViTMedIm
376
52
0
02 Dec 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training
  Towards Enhanced Recognition of Biomedical Microscopy Images
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy ImagesNeural Networks (NN), 2022
Wei Chen
Chen Li
Dan Chen
Xin Luo
MedImSSL
211
19
0
27 Nov 2022
Anomaly-aware multiple instance learning for rare anemia disorder
  classification
Anomaly-aware multiple instance learning for rare anemia disorder classificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Salome Kazeminia
Ario Sadafi
A. Makhro
A. Bogdanova
Shadi Albarqouni
Carsten Marr
106
5
0
04 Jul 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level
  Prediction
Interventional Multi-Instance Learning with Deconfounded Instance-Level PredictionAAAI Conference on Artificial Intelligence (AAAI), 2022
Tiancheng Lin
Hongteng Xu
Canqian Yang
Yi Xu
254
32
0
20 Apr 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning
  for Histopathology Whole Slide Image Classification
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2022
Hongrun Zhang
Y. Meng
Yitian Zhao
Yihong Qiao
Xiaoyun Yang
Sarah E Coupland
Yalin Zheng
354
463
0
22 Mar 2022
Semantic annotation for computational pathology: Multidisciplinary
  experience and best practice recommendations
Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations
N. Wahab
I. Miligy
K. Dodd
H. Sahota
M. Toss
...
K. Gopalakrishnan
David R. J. Snead
E. Rakha
Nasir M. Rajpoot
F. Minhas
155
58
0
25 Jun 2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning
  for Whole Slide Image Classification
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image ClassificationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2021
Yash Sharma
A. Shrivastava
L. Ehsan
C. Moskaluk
Sana Syed
Donald E. Brown
215
162
0
19 Mar 2021
Stabilized Medical Image Attacks
Stabilized Medical Image AttacksInternational Conference on Learning Representations (ICLR), 2021
Gege Qi
Lijun Gong
Yibing Song
Kai Ma
Yefeng Zheng
OODAAMLMedIm
181
34
0
09 Mar 2021
1
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