A general deep learning framework for neuron instance segmentation based on Efficient UNet and morphological post-processing

Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence

(2021) Jianhai Zhang et al.   JOURNAL OF SUPERCOMPUTING

Recognition of Imbalanced Epileptic EEG Signals by a Graph-Based Extreme Learning Machine

(2021) Jie Zhou et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Image segmentation algorithm of lung cancer based on neural network model

(2021) Binjun He et al.   EXPERT SYSTEMS

Reduced and stable feature sets selection with random forest for neurons segmentation in histological images of macaque brain

(2021) C. Bouvier et al.   Scientific Reports

The Quantitative-Phase Dynamics of Apoptosis and Lytic Cell Death

(2020) Tomas Vicar et al.   Scientific Reports

Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model

(2020) Siyuan Tang et al.   JOURNAL OF SUPERCOMPUTING

Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract

(2020) Shuai Wang et al.   IEEE Journal of Biomedical and Health Informatics

Deep High-Resolution Representation Learning for Visual Recognition

(2020) Jingdong Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images

(2019) Yuxin Cui et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Encephalopathy induced by Alzheimer brain inoculation in a non-human primate

(2019) Charlotte Gary et al.   Acta Neuropathologica Communications

Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl

(2019) Juan C. Caicedo et al.   NATURE METHODS

Integrating deep convolutional neural networks with marker-controlled watershed for overlapping nuclei segmentation in histopathology images

(2019) Lipeng Xie et al.   NEUROCOMPUTING

Automated Individualization of Size-Varying and Touching Neurons in Macaque Cerebral Microscopic Images

(2019) Zhenzhen You et al.   Frontiers in Neuroanatomy

A Multi-Organ Nucleus Segmentation Challenge

(2019) Neeraj Kumar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation of Nuclei in Histopathology Images by deep regression of the distance map

(2018) Peter Naylor et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

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

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2017) Hao Chen et al.   MEDICAL IMAGE ANALYSIS

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

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2013) Mitko Veta et al.   PLoS One

Hippocampus in health and disease: An overview

(2012) Vikas Dhikav et al.   Annals of Indian Academy of Neurology

Total Numbers of Neurons and Glial Cells in Cortex and Basal Ganglia of Aged Brains with Down Syndrome--A Stereological Study

(2011) A. S. Karlsen et al.   CEREBRAL CORTEX

Cell loss in the motor and cingulate cortex correlates with symptomatology in Huntington’s disease

(2010) Doris C. V. Thu et al.   BRAIN

Watershed Cuts: Minimum Spanning Forests and the Drop of Water Principle

(2009) J. Cousty et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE