SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images

Triple U-net: Hematoxylin-aware nuclei segmentation with progressive dense feature aggregation

(2020) Bingchao Zhao et al.   MEDICAL IMAGE ANALYSIS

Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features

(2019) Talha Qaiser et al.   MEDICAL IMAGE ANALYSIS

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

(2019) Simon Graham et al.   MEDICAL IMAGE ANALYSIS

Analysis–Synthesis Learning With Shared Features: Algorithms for Histology Image Classification

(2019) Xuelu Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks

(2018) Chao Li et al.   MEDICAL IMAGE ANALYSIS

A graph-mining algorithm for automatic detection and counting of embryonic stem cells in fluorescence microscopy images

(2018) Geisa M. Faustino et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Automated Classification of Breast Cancer Stroma Maturity From Histological Images

(2017) Sara Reis et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Dual-Channel Active Contour Model for Megakaryocytic Cell Segmentation in Bone Marrow Trephine Histology Images

(2017) Tzu-Hsi Song 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

DCAN: Deep contour-aware networks for object instance segmentation from histology images

(2017) Hao Chen et al.   MEDICAL IMAGE ANALYSIS

Computational Pathology: A Path Ahead

(2016) David N. Louis et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

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

Standardization Efforts of Digital Pathology in Europe

(2015) Marcial García Rojo et al.   Analytical Cellular Pathology

Computational Pathology: An Emerging Definition

(2014) David N. Louis et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Weakly supervised histopathology cancer image segmentation and classification

(2014) Yan Xu et al.   MEDICAL IMAGE ANALYSIS

Fiji: an open-source platform for biological-image analysis

(2012) Johannes Schindelin et al.   NATURE METHODS

Digital pathology: current status and future perspectives

(2011) Shaimaa Al-Janabi et al.   HISTOPATHOLOGY

Segmenting Clustered Nuclei Using H-minima Transform-Based Marker Extraction and Contour Parameterization

(2010) Chanho Jung et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Segmentation of Clustered Nuclei With Shape Markers and Marking Function

(2008) Jierong Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING