Exploring prognostic indicators in the pathological images of hepatocellular carcinoma based on deep learning

Classification and Prognosis Prediction from Histopathological Images of Hepatocellular Carcinoma by a Fully Automated Pipeline Based on Machine Learning

(2020) Haotian Liao et al.   ANNALS OF SURGICAL ONCOLOGY

Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma

(2020) Richard S. Finn et al.   NEW ENGLAND JOURNAL OF MEDICINE

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

(2019) Jakob Nikolas Kather et al.   PLOS MEDICINE

Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma

(2019) Ying Jiang et al.   NATURE

Morphological classification of pancreatic ductal adenocarcinoma that predicts molecular subtypes and correlates with clinical outcome

(2019) Sangeetha N Kalimuthu et al.   GUT

VETC (vessels encapsulating tumor clusters) is a powerful predictor of aggressive hepatocellular carcinoma

(2019) Salvatore Lorenzo Renne et al.   HEPATOLOGY

Molecular and histological correlations in liver cancer

(2019) Julien Calderaro et al.   JOURNAL OF HEPATOLOGY

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Integrated Proteogenomic Characterization of HBV-Related Hepatocellular Carcinoma

(2019) Qiang Gao et al.   CELL

Artificial intelligence-guided tissue analysis combined with immune infiltrate assessment predicts stage III colon cancer outcomes in PETACC08 study

(2019) Cynthia Reichling et al.   GUT

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

(2019) Pierre Courtiol et al.   NATURE MEDICINE

Chromatin organisation and cancer prognosis: a pan-cancer study

(2018) Andreas Kleppe et al.   LANCET ONCOLOGY

The immunology of hepatocellular carcinoma

(2018) Marc Ringelhan et al.   NATURE IMMUNOLOGY

Clinical activity and molecular correlates of response to atezolizumab alone or in combination with bevacizumab versus sunitinib in renal cell carcinoma

(2018) David F. McDermott et al.   NATURE MEDICINE

Predicting cancer outcomes from histology and genomics using convolutional networks

(2018) Pooya Mobadersany et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Guidelines for Diagnosis and Treatment of Primary Liver Cancer in China (2017 Edition)

(2018) Jian Zhou et al.   Liver Cancer

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

Intra-tumoral tertiary lymphoid structures are associated with a low risk of early recurrence of hepatocellular carcinoma

(2018) Julien Calderaro et al.   JOURNAL OF HEPATOLOGY

Dietary cholesterol promotes steatohepatitis related hepatocellular carcinoma through dysregulated metabolism and calcium signaling

(2018) Jessie Qiaoyi Liang et al.   Nature Communications

Cell Culture System for Analysis of Genetic Heterogeneity Within Hepatocellular Carcinomas and Response to Pharmacologic Agents

(2017) Qiang Gao et al.   GASTROENTEROLOGY

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

Histological subtypes of hepatocellular carcinoma are related to gene mutations and molecular tumour classification

(2017) Julien Calderaro et al.   JOURNAL OF HEPATOLOGY

Robust enumeration of cell subsets from tissue expression profiles

(2015) Aaron M Newman et al.   NATURE METHODS

Margin-Infiltrating CD20+ B Cells Display an Atypical Memory Phenotype and Correlate with Favorable Prognosis in Hepatocellular Carcinoma

(2013) J.-Y. Shi et al.   CLINICAL CANCER RESEARCH

Function and cancer genomics of FAT family genes

(2012) MASARU KATOH   INTERNATIONAL JOURNAL OF ONCOLOGY

Tumor stroma reaction-related gene signature predicts clinical outcome in human hepatocellular carcinoma

(2011) Qiang Gao et al.   CANCER SCIENCE

Gene Expression in Fixed Tissues and Outcome in Hepatocellular Carcinoma

(2008) Yujin Hoshida et al.   NEW ENGLAND JOURNAL OF MEDICINE