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自学教程:最新乳癌检测深度学习论文

51自学网 2020-01-28 13:23:44
  学术与代码
这篇教程最新乳癌检测深度学习论文写得很实用,希望能帮到您。

Latest papers with code

 

Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer

26 May 2019  SBU-BMI/quip_cancer_segmentation  

Quantitative assessment of Tumor-TIL spatial relationships is increasingly important in both basic science and clinical aspects of breast cancer research.

 

BREAST CANCER DETECTION

 3
26 May 2019
 
 

Regression Concept Vectors for Bidirectional Explanations in Histopathology

9 Apr 2019  medgift/iMIMIC-RCVs  

Explanations for deep neural network predictions in terms of domain-related concepts can be valuable in medical applications, where justifications are important for confidence in the decision-making.

 

BREAST CANCER DETECTION BREAST CANCER HISTOLOGY IMAGE CLASSIFICATION DECISION MAKING HISTOPATHOLOGICAL IMAGE CLASSIFICATION

 7
09 Apr 2019
 
 

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

20 Mar 2019  nyukat/breast_cancer_classifier  

We present a deep convolutional neural network for breast cancer screening exam classification, trained and evaluated on over 200, 000 exams (over 1, 000, 000 images).

 

BREAST CANCER DETECTION

 495
20 Mar 2019
 
 

Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis

2 Feb 2018  alexander-rakhlin/ICIAR2018  

In this work, we develop the computational approach based on deep convolution neural networks for breast cancer histology image classification.

 

BREAST CANCER DETECTION BREAST CANCER HISTOLOGY IMAGE CLASSIFICATION HISTOPATHOLOGICAL IMAGE CLASSIFICATION IMAGE CLASSIFICATION

 142
02 Feb 2018
 
 
 19
20 Nov 2017
 
 

Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography

30 Aug 2017  lishen/end2end-all-conv  

We also demonstrate that a whole image classifier trained using our end-to-end approach on the DDSM digitized film mammograms can be transferred to INbreast FFDM images using only a subset of the INbreast data for fine-tuning and without further reliance on the availability of lesion annotations.

 

BREAST CANCER DETECTION

 168
30 Aug 2017
 
 

Detecting and classifying lesions in mammograms with Deep Learning

26 Jul 2017  riblidezso/frcnn_cad

In the last two decades Computer Aided Diagnostics (CAD) systems were developed to help radiologists analyze screening mammograms.

 

BREAST CANCER DETECTION OBJECT DETECTION

 60
26 Jul 2017
 
 

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

21 Mar 2017  nyukat/BIRADS_classifier  

In our work, we propose to use a multi-view deep convolutional neural network that handles a set of high-resolution medical images.

 

BREAST CANCER DETECTION

 81
21 Mar 2017

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