REU-Net: Region-enhanced nuclei segmentation network

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

(2020) Bingchao Zhao et al.   MEDICAL IMAGE ANALYSIS

U2-Net: Going deeper with nested U-structure for salient object detection

(2020) Xuebin Qin et al.   PATTERN RECOGNITION

PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images

(2020) Dongnan Liu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images

(2020) Simon Graham et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Roto-translation equivariant convolutional networks: Application to histopathology image analysis

(2020) Maxime W. Lafarge et al.   MEDICAL IMAGE ANALYSIS

Methods for Segmentation and Classification of Digital Microscopy Tissue Images

(2019) Quoc Dang Vu et al.   Frontiers in Bioengineering and Biotechnology

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

(2019) Zaiwang Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2019) Simon Graham et al.   MEDICAL IMAGE ANALYSIS

Estimates of incidence and mortality of cervical cancer in 2018: a worldwide analysis

(2019) Marc Arbyn et al.   Lancet Global Health

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

Micro-Net: A unified model for segmentation of various objects in microscopy images

(2018) Shan E Ahmed Raza et al.   MEDICAL IMAGE ANALYSIS

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

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

Accurate cell segmentation in microscopy images using membrane patterns

(2014) Sotiris Dimopoulos et al.   BIOINFORMATICS

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

(2013) Mitko Veta et al.   PLoS One

American Cancer Society, American Society for Colposcopy and Cervical Pathology, and American Society for Clinical Pathology screening guidelines for the prevention and early detection of cervical cancer

(2012) Debbie Saslow et al.   CA-A CANCER JOURNAL FOR CLINICIANS