Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks

(2020) Jiawen Yao et al.   MEDICAL IMAGE ANALYSIS

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection

(2019) Huangjing Lin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments

(2019) Youyi Song et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Graph temporal ensembling based semi-supervised convolutional neural network with noisy labels for histopathology image analysis

(2019) Xiaoshuang Shi 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

Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks

(2018) David Tellez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pairwise based deep ranking hashing for histopathology image classification and retrieval

(2018) Xiaoshuang Shi et al.   PATTERN RECOGNITION

Unsupervised Learning For Cell-level Visual Representation with Generative Adversarial Networks

(2018) Bo Hu et al.   IEEE Journal of Biomedical and Health Informatics

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge

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

Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images

(2017) Youyi Song et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

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

Screening for Cervical Cancer Using Automated Analysis of PAP-Smears

(2014) Ewert Bengtsson et al.   Computational and Mathematical Methods in Medicine

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION