Deeply-supervised density regression for automatic cell counting in microscopy images

DeepDistance: A multi-task deep regression model for cell detection in inverted microscopy images

(2020) Can Fahrettin Koyuncu et al.   MEDICAL IMAGE ANALYSIS

High-resolution transcriptional and morphogenetic profiling of cells from micropatterned human ESC gastruloid cultures

(2020) Kyaw Thu Minn et al.   eLife

Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection

(2019) Mohammad Tofighi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Counting of Cancer Cells by Ensembling Deep Features

(2019) Liu et al.   Cells

Efficient and robust cell detection: A structured regression approach

(2018) Yuanpu Xie et al.   MEDICAL IMAGE ANALYSIS

Intelligent Image-Activated Cell Sorting

(2018) Nao Nitta et al.   CELL

Deep learning in biomedicine

(2018) Michael Wainberg et al.   NATURE BIOTECHNOLOGY

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

Automated Cell Counts on Tissue Sections by Deep Learning and Unbiased Stereology

(2018) Saeed S. Alahmari et al.   JOURNAL OF CHEMICAL NEUROANATOMY

3D deeply supervised network for automated segmentation of volumetric medical images

(2017) Qi Dou et al.   MEDICAL IMAGE ANALYSIS

Deep Learning in Microscopy Image Analysis: A Survey

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

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

Detecting overlapping instances in microscopy images using extremal region trees

(2016) Carlos Arteta et al.   MEDICAL IMAGE ANALYSIS

Large-Scale medical image analytics: Recent methodologies, applications and Future directions

(2016) Shaoting Zhang et al.   MEDICAL IMAGE ANALYSIS

Deep Learning in Label-free Cell Classification

(2016) Claire Lifan Chen et al.   Scientific Reports

Tailoring therapies—improving the management of early breast cancer: St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2015

(2015) A. S. Coates et al.   ANNALS OF ONCOLOGY

Data Normalization to Accelerate Training for Linear Neural Net to Predict Tropical Cyclone Tracks

(2015) Jian Jin et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

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

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

A Generalized Laplacian of Gaussian Filter for Blob Detection and Its Applications

(2013) Hui Kong et al.   IEEE Transactions on Cybernetics

On Detection of Multiple Object Instances Using Hough Transforms

(2012) O. Barinova et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE