This paper describes a methodology that extracts morphological features from histological breast cancer images stained for Hematoxilyn and Eosin (H&E). Cellularity was estimated and the correlation between features and the residual tumour size cellularity after a Neo-Adjuvant treatment (NAT) was examined. Images from whole slide imaging (WSI) were processed automatically with traditional computer vision methods to extract twenty two morphological parameters from the nuclei, epithelial region and the global image. The methodology was applied to a set of images from breast cancer under NAT. The data came from the BreastPathQ Cancer Cellularity Challenge 2019, and consisted of 2579 patches of 255×255 pixels of H&E histopatological samp...
© 2019 IEEE. Breast cancer is one of the main causes of death worldwide. Histopathological cellulari...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
This paper describes a methodology that extracts key morphological features from histological breast...
This paper describes a methodology that extracts key morphological features from histological breast...
Neoadjuvant treatment (NAT) of breast cancer (BCa) is an option for patients with the locally advanc...
Neoadjuvant treatment (NAT) of breast cancer (BCa) is an option for patients with the locally advanc...
The goal of this research is to develop methodologies to automatically assess residual tumor cellula...
The goal of this research is to develop methodologies to automatically assess residual tumor cellula...
This paper describes a method for residual tumour cellularity (TC) estimation in Neoadjuvant treatme...
Morphological analysis of the appearance and quantity of cells and tissue architecture has been rout...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Cancer illness has a big influence on society. Its extended proliferation and high aggressiveness ma...
BACKGROUND: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Background There is a need to improve prediction of response to chemotherapy in breast cancer in ord...
© 2019 IEEE. Breast cancer is one of the main causes of death worldwide. Histopathological cellulari...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
This paper describes a methodology that extracts key morphological features from histological breast...
This paper describes a methodology that extracts key morphological features from histological breast...
Neoadjuvant treatment (NAT) of breast cancer (BCa) is an option for patients with the locally advanc...
Neoadjuvant treatment (NAT) of breast cancer (BCa) is an option for patients with the locally advanc...
The goal of this research is to develop methodologies to automatically assess residual tumor cellula...
The goal of this research is to develop methodologies to automatically assess residual tumor cellula...
This paper describes a method for residual tumour cellularity (TC) estimation in Neoadjuvant treatme...
Morphological analysis of the appearance and quantity of cells and tissue architecture has been rout...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Cancer illness has a big influence on society. Its extended proliferation and high aggressiveness ma...
BACKGROUND: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Background There is a need to improve prediction of response to chemotherapy in breast cancer in ord...
© 2019 IEEE. Breast cancer is one of the main causes of death worldwide. Histopathological cellulari...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...
Background: There is a need to improve prediction of response to chemotherapy in breast cancer in or...