An Advanced Deep Learning Approach for Ki-67 Stained Hotspot Detection and Proliferation Rate Scoring for Prognostic Evaluation of Breast Cancer

An Automatic Learning-Based Framework for Robust Nucleus Segmentation

(2016) Fuyong Xing et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images

(2016) Korsuk Sirinukunwattana et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Applications of Deep Learning in Biomedicine

(2016) Polina Mamoshina et al.   MOLECULAR PHARMACEUTICS

Computer-aided diagnosis of breast cancer using cytological images: A systematic review

(2016) Monjoy Saha et al.   TISSUE & CELL

Quantitative microscopic evaluation of mucin areas and its percentage in mucinous carcinoma of the breast using tissue histological images

(2016) Monjoy Saha et al.   TISSUE & CELL

Automated Ki-67 Quantification of Immunohistochemical Staining Image of Human Nasopharyngeal Carcinoma Xenografts

(2016) Peng Shi et al.   Scientific Reports

A Comparison of Visual Assessment and Automated Digital Image Analysis of Ki67 Labeling Index in Breast Cancer

(2016) Fangfang Zhong et al.   PLoS One

Comparison of the Manual, Semiautomatic, and Automatic Selection and Leveling of Hot Spots in Whole Slide Images for Ki-67 Quantification in Meningiomas

(2015) Zaneta Swiderska et al.   Analytical Cellular Pathology

A methodology to ensure and improve accuracy of Ki67 labelling index estimation by automated digital image analysis in breast cancer tissue

(2014) Arvydas Laurinavicius et al.   BREAST CANCER RESEARCH

Standardized Ki67 Diagnostics Using Automated Scoring--Clinical Validation in the GeparTrio Breast Cancer Study

(2014) F. Klauschen et al.   CLINICAL CANCER RESEARCH

A novel model for Ki67 assessment in breast cancer

(2014) Quinci Romero et al.   Diagnostic Pathology

Automatic Ki-67 Counting Using Robust Cell Detection and Online Dictionary Learning

(2014) Fuyong Xing et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Cancer incidence and mortality worldwide: Sources, methods and major patterns in GLOBOCAN 2012

(2014) Jacques Ferlay et al.   INTERNATIONAL JOURNAL OF CANCER

Perceptual clustering for automatic hotspot detection from Ki-67-stained neuroendocrine tumour images

(2014) M. KHALID KHAN NIAZI et al.   JOURNAL OF MICROSCOPY

Comparison of Visual and automated assessment of Ki-67 proliferative activity and their impact on outcome in primary operable invasive ductal breast cancer

(2012) Z M A Mohammed et al.   BRITISH JOURNAL OF CANCER

Accurate Quantitation of Ki67-positive Proliferating Hepatocytes in Rabbit Liver by a Multicolor Immunohistochemical (IHC) Approach Analyzed with Automated Tissue and Cell Segmentation Software

(2012) Chris M. van der Loos et al.   JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY

Predictive markers of response to neoadjuvant chemotherapy in breast cancer

(2008) Mallika Tewari et al.   SURGICAL ONCOLOGY-OXFORD