Fusion of encoder-decoder deep networks improves delineation of multiple nuclear phenotypes

Feature-Based Representation Improves Color Decomposition and Nuclear Detection Using a Convolutional Neural Network

(2018) Mina Khoshdeli et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology

(2017) Neeraj Kumar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks

(2017) Xipeng Pan et al.   NEUROCOMPUTING

Automated grading of breast cancer histopathology using cascaded ensemble with combination of multi-level image features

(2017) Tao Wan et al.   NEUROCOMPUTING

Deep Learning in Microscopy Image Analysis: A Survey

(2017) Fuyong Xing et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning

(2015) Youyi Song et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automatic Nuclei Segmentation in H&E Stained Breast Cancer Histopathology Images

(2013) Mitko Veta et al.   PLoS One

Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis

(2013) Sonal Kothari et al.   IEEE Journal of Biomedical and Health Informatics

Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association

(2012) Hang Chang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Integrated morphologic analysis for the identification and characterization of disease subtypes

(2012) Lee A D Cooper et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Improved Automatic Detection and Segmentation of Cell Nuclei in Histopathology Images

(2009) Y. Al-Kofahi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING