Involvement of machine learning for breast cancer image classification: a survey
AA Nahid, Y Kong - Computational and mathematical methods …, 2017 - Wiley Online Library
Breast cancer is one of the largest causes of women's death in the world today. Advance
engineering of natural image classification techniques and Artificial Intelligence methods …
engineering of natural image classification techniques and Artificial Intelligence methods …
Automated analysis of unregistered multi-view mammograms with deep learning
G Carneiro, J Nascimento… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
We describe an automated methodology for the analysis of unregistered cranio-caudal (CC)
and medio-lateral oblique (MLO) mammography views in order to estimate the patient's risk …
and medio-lateral oblique (MLO) mammography views in order to estimate the patient's risk …
A multi-scale CNN and curriculum learning strategy for mammogram classification
Screening mammography is an important front-line tool for the early detection of breast
cancer, and some 39 million exams are conducted each year in the United States alone …
cancer, and some 39 million exams are conducted each year in the United States alone …
Automated breast cancer diagnosis using deep learning and region of interest detection (bc-droid)
Detection of suspicious regions in mammogram images and the subsequent diagnosis of
these regions remains a challenging problem in the medical world. There still exists an …
these regions remains a challenging problem in the medical world. There still exists an …
Few-shot learning using a small-sized dataset of high-resolution fundus images for glaucoma diagnosis
M Kim, J Zuallaert, W De Neve - … of the 2nd international workshop on …, 2017 - dl.acm.org
Deep learning has recently attracted a lot of attention, mainly thanks to substantial gains in
terms of effectiveness. However, there is still room for significant improvement, especially …
terms of effectiveness. However, there is still room for significant improvement, especially …
Generative caption for diabetic retinopathy images
L Wu, C Wan, Y Wu, J Liu - 2017 International conference on …, 2017 - ieeexplore.ieee.org
For a long time, the detection of diabetic retinopathy has always been a great challenge.
People want to find a fast and effective computer-aided treatment to diagnose the disease. In …
People want to find a fast and effective computer-aided treatment to diagnose the disease. In …
[PDF][PDF] Intel and mobileodt cervical cancer screening kaggle competition: cervix type classification using deep learning and image classification
J Payette, J Rachleff, C de Graaf - Stanford University, 2017 - cs231n.stanford.edu
In this project, we attempted to create a deep learning model to classify cervix types in order
to help healthcare providers provide better care to women all over the world. The problem is …
to help healthcare providers provide better care to women all over the world. The problem is …
[PDF][PDF] Deep learning for cancer screening in medical imaging
J Jeong - Hanyang Medical Reviews, 2017 - synapse.koreamed.org
In recent years, deep learning has been used in many researches in cancer screening
based on medical imaging. Among cancer screening using optical imaging, melanoma …
based on medical imaging. Among cancer screening using optical imaging, melanoma …
[PDF][PDF] Convolutional neural networks and the analysis of cancer imagery
C Pearce - 2017 - cs231n.stanford.edu
This paper investigates the opportunities for applying deep learning networks to tumour
classification. It finds that simple networks can be found to deliver reasonable performance …
classification. It finds that simple networks can be found to deliver reasonable performance …
[PDF][PDF] Rotated Filters and Learning Strategies in Convolutional Neural Networks for Mammographic Lesions Detection
EM Castro - 2017 - repositorio-aberto.up.pt
Breast cancer is the most lethal form of cancer among women. It is estimated that 520
thousand deaths are caused by this disease each year. Due to this, breast screening …
thousand deaths are caused by this disease each year. Due to this, breast screening …