Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning

GestAltNet: aggregation and attention to improve deep learning of gestational age from placental whole-slide images

(2021) Pooya Mobadersany et al.   LABORATORY INVESTIGATION

Whole slide images reflect DNA methylation patterns of human tumors

(2020) Hong Zheng et al.   npj Genomic Medicine

A deep learning model to predict RNA-Seq expression of tumours from whole slide images

(2020) Benoît Schmauch et al.   Nature Communications

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

(2020) Jiawen Yao et al.   MEDICAL IMAGE ANALYSIS

Deep learning with multimodal representation for pancancer prognosis prediction

(2019) Anika Cheerla et al.   BIOINFORMATICS

Local Treatment of Breast Cancer Liver Metastasis

(2019) Reto Bale et al.   Cancers

Deep learning-based classification of mesothelioma improves prediction of patient outcome

(2019) Pierre Courtiol et al.   NATURE MEDICINE

Oncogenic Signaling Pathways in The Cancer Genome Atlas

(2018) Francisco Sanchez-Vega et al.   CELL

Cell-of-Origin Patterns Dominate the Molecular Classification of 10,000 Tumors from 33 Types of Cancer

(2018) Katherine A. Hoadley et al.   CELL

Current Status of Fibroblast Growth Factor Receptor-Targeted Therapies in Breast Cancer

(2018) Navid Sobhani et al.   Cells

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

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Expression of Notch Gene and Its Impact on Survival of Patients with Resectable Non-small Cell Lung Cancer

(2017) Chung-Yu Chen et al.   Journal of Cancer

TGF-β signaling in liver and gastrointestinal cancers

(2016) L.H. Katz et al.   CANCER LETTERS

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Exome sequencing of hepatocellular carcinomas identifies new mutational signatures and potential therapeutic targets

(2015) Kornelius Schulze et al.   NATURE GENETICS

Genomic portrait of resectable hepatocellular carcinomas: Implications ofRB1andFGF19aberrations for patient stratification

(2014) Sung-Min Ahn et al.   HEPATOLOGY

Functional roles of fibroblast growth factor receptors (FGFRs) signaling in human cancers

(2013) Kai Hung Tiong et al.   APOPTOSIS

Targeting FGFR with Dovitinib (TKI258): Preclinical and Clinical Data in Breast Cancer

(2013) F. Andre et al.   CLINICAL CANCER RESEARCH

Fibroblast growth factor receptors in breast cancer: expression, downstream effects, and possible drug targets

(2012) M Tenhagen et al.   ENDOCRINE-RELATED CANCER

FGFR1 Amplification in Squamous Cell Carcinoma of The Lung

(2012) Rebecca S. Heist et al.   Journal of Thoracic Oncology

18F-Fluorodeoxy-glucose Positron Emission Tomography Marks MYC-Overexpressing Human Basal-Like Breast Cancers

(2011) N. Palaskas et al.   CANCER RESEARCH

TP53 Mutations in Nonsmall Cell Lung Cancer

(2011) Akira Mogi et al.   JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY

Randomized Study of Lapatinib Alone or in Combination With Trastuzumab in Women With ErbB2-Positive, Trastuzumab-Refractory Metastatic Breast Cancer

(2010) Kimberly L. Blackwell et al.   JOURNAL OF CLINICAL ONCOLOGY