DSCA: A dual-stream network with cross-attention on whole-slide image pyramids for cancer prognosis

EOCSA: Predicting prognosis of Epithelial ovarian cancer with whole slide histopathological images

(2022) Tianling Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data-efficient and weakly supervised computational pathology on whole-slide images

(2021) Ming Y. Lu et al.   Nature Biomedical Engineering

DeepBatch: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images

(2021) Felipe André Zeiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Weakly Supervised Deep Ordinal Cox Model for Survival Prediction From Whole-Slide Pathological Images

(2021) Wei Shao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Hierarchical graph representations in digital pathology

(2021) Pushpak Pati et al.   MEDICAL IMAGE ANALYSIS

Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

(2020) Ole-Johan Skrede et al.   LANCET

Classification of Non-Small Cell Lung Cancer using One-Dimensional Convolutional Neural Network

(2020) Dipanjan Moitra et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2020) Jiawen Yao et al.   MEDICAL IMAGE ANALYSIS

Optimizing Survival Analysis of XGBoost for Ties to Predict Disease Progression of Breast Cancer

(2020) Pei Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review

(2020) Essam H. Houssein et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bias in Cross-Entropy-Based Training of Deep Survival Networks

(2020) Shekoufeh Gorgi Zadeh et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis

(2019) Wei Shao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multiple instance learning: A survey of problem characteristics and applications

(2018) Marc-André Carbonneau et al.   PATTERN RECOGNITION

Revisiting multiple instance neural networks

(2018) Xinggang Wang et al.   PATTERN RECOGNITION

A Practical Guide to Whole Slide Imaging: A White Paper From the Digital Pathology Association

(2018) Mark D. Zarella et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Predicting Invasive Disease-Free Survival for Early Stage Breast Cancer Patients Using Follow-Up Clinical Data

(2018) Bo Fu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

QuPath: Open source software for digital pathology image analysis

(2017) Peter Bankhead et al.   Scientific Reports

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

(2016) Kun-Hsing Yu et al.   Nature Communications

Toward understanding and exploiting tumor heterogeneity

(2015) Ash A Alizadeh et al.   NATURE MEDICINE

Mutational landscape and significance across 12 major cancer types

(2013) Cyriac Kandoth et al.   NATURE

The Role of Tumor Stroma in Cancer Progression and Prognosis: Emphasis on Carcinoma-Associated Fibroblasts and Non-small Cell Lung Cancer

(2010) Roy M. Bremnes et al.   Journal of Thoracic Oncology

The National Lung Screening Trial: Overview and Study Design

(2010)   RADIOLOGY

Cancer Survivors and Unemployment

(2009) Angela G. E. M. de Boer et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION