Deep Semi Supervised Generative Learning for Automated Tumor Proportion Scoring on NSCLC Tissue Needle Biopsies

PD-L1 Assays 22C3 and SP263 are Not Interchangeable in Non–Small Cell Lung Cancer When Considering Clinically Relevant Cutoffs

(2018) Enrico Munari et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

PD-L1 diagnostic tests: a systematic literature review of scoring algorithms and test-validation metrics

(2018) Margarita Udall et al.   Diagnostic Pathology

PD-L1 Immunohistochemistry Comparability Study in Real-Life Clinical Samples: Results of Blueprint Phase 2 Project

(2018) Ming Sound Tsao et al.   Journal of Thoracic Oncology

Comparison of Four PD-L1 Immunohistochemical Assays in Lung Cancer

(2018) Shona Hendry et al.   Journal of Thoracic Oncology

A Cluster-then-label Semi-supervised Learning Approach for Pathology Image Classification

(2018) Mohammad Peikari et al.   Scientific Reports

Deep learning based tissue analysis predicts outcome in colorectal cancer

(2018) Dmitrii Bychkov et al.   Scientific Reports

PD-L1 Immunohistochemistry Assays for Lung Cancer: Results from Phase 1 of the Blueprint PD-L1 IHC Assay Comparison Project

(2017) Fred R. Hirsch et al.   Journal of Thoracic Oncology

Efficacy and Safety of Durvalumab in Locally Advanced or Metastatic Urothelial Carcinoma

(2017) Thomas Powles et al.   JAMA Oncology

Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model

(2017) Zhongyi Han et al.   Scientific Reports

Relevance of deep learning to facilitate the diagnosis of HER2 status in breast cancer

(2017) Michel E. Vandenberghe et al.   Scientific Reports

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

(2017) Angel Cruz-Roa et al.   Scientific Reports

Development of a programmed cell death ligand-1 immunohistochemical assay validated for analysis of non-small cell lung cancer and head and neck squamous cell carcinoma

(2016) Marlon C. Rebelatto et al.   Diagnostic Pathology

PD-L1 (B7-H1) and PD-1 pathway blockade for cancer therapy: Mechanisms, response biomarkers, and combinations

(2016) Weiping Zou et al.   Science Translational Medicine

Out-of-Sample Extrapolation utilizing Semi-Supervised Manifold Learning (OSE-SSL): Content Based Image Retrieval for Histopathology Images

(2016) Rachel Sparks et al.   Scientific Reports

Development of a Companion Diagnostic PD-L1 Immunohistochemistry Assay for Pembrolizumab Therapy in Non–Small-cell Lung Cancer

(2016) Charlotte Roach et al.   APPLIED IMMUNOHISTOCHEMISTRY & MOLECULAR MORPHOLOGY

PD-L1 biomarker testing for non-small cell lung cancer: truth or fiction?

(2016) Claud Grigg et al.   Journal for ImmunoTherapy of Cancer

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Nivolumab versus Docetaxel in Advanced Nonsquamous Non–Small-Cell Lung Cancer

(2015) Hossein Borghaei et al.   NEW ENGLAND JOURNAL OF MEDICINE