Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning

Proliferation assessment in breast carcinomas using digital image analysis based on virtual Ki67/cytokeratin double staining

(2016) Rasmus Røge et al.   BREAST CANCER RESEARCH AND TREATMENT

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Heterogeneity assessment of histological tissue sections in whole slide images

(2015) Philippe Belhomme et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

An international study to increase concordance in Ki67 scoring

(2015) Mei-Yin C Polley et al.   MODERN PATHOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Quantum Dots-Based Quantitative and In Situ Multiple Imaging on Ki67 and Cytokeratin to Improve Ki67 Assessment in Breast Cancer

(2015) Jing Ping Yuan et al.   PLoS One

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

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

Ki67 is a promising molecular target in the diagnosis of cancer (Review)

(2014) LIAN TAO LI et al.   Molecular Medicine Reports

Comparison of Methods for Proliferative Index Analysis for Grading Pancreatic Well-Differentiated Neuroendocrine Tumors

(2012) Pamela P. Goodell et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

Clustering methods applied in the detection of Ki67 hot-spots in whole tumor slide images: An efficient way to characterize heterogeneous tissue-based biomarkers

(2012) Xavier Moles Lopez et al.   CYTOMETRY PART A

NANETS Consensus Guideline for the Diagnosis and Management of Neuroendocrine Tumors

(2010) Alexandria T. Phan et al.   PANCREAS

Pitfalls of supervised feature selection

(2009) Pawel Smialowski et al.   BIOINFORMATICS

Expanding the multicolor capabilities of basic confocal microscopes by employing red and near-infrared quantum dot conjugates

(2009) Lara M Kingeter et al.   BMC BIOTECHNOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Pancreatic neuroendocrine tumors (PNETs): incidence, prognosis and recent trend toward improved survival

(2008) T. R. Halfdanarson et al.   ANNALS OF ONCOLOGY