Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology
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Title
Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology
Authors
Keywords
artificial intelligence, deep learning, whole slide image, pathology, immune gene signatures
Journal
JOURNAL OF HEPATOLOGY
Volume -, Issue -, Pages -
Publisher
Elsevier BV
Online
2022-02-08
DOI
10.1016/j.jhep.2022.01.018
References
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Related references
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- (2021) Josep M. Llovet et al. Nature Reviews Disease Primers
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- (2021) Ming Y. Lu et al. Nature Biomedical Engineering
- AI-based pathology predicts origins for cancers of unknown primary
- (2021) Ming Y. Lu et al. NATURE
- Evidence-Based Management of Hepatocellular Carcinoma: Systematic Review and Meta-analysis of Randomized Controlled Trials (2002–2020)
- (2021) Philipp K. Haber et al. GASTROENTEROLOGY
- Molecular markers of response to anti-PD1 therapy in advanced hepatocellular carcinoma.
- (2021) Philipp K. Haber et al. JOURNAL OF CLINICAL ONCOLOGY
- CIK cell cytotoxicity is a predictive biomarker for CIK cell immunotherapy in postoperative patients with hepatocellular carcinoma
- (2020) Qiu-Zhong Pan et al. CANCER IMMUNOLOGY IMMUNOTHERAPY
- Predicting survival after hepatocellular carcinoma resection using deep‐learning on histological slides
- (2020) Charlie Saillard et al. HEPATOLOGY
- IMbrave 050: a Phase III trial of atezolizumab plus bevacizumab in high-risk hepatocellular carcinoma after curative resection or ablation
- (2020) Stephen P Hack et al. Future Oncology
- Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma
- (2020) Richard S. Finn et al. NEW ENGLAND JOURNAL OF MEDICINE
- Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning
- (2020) Amelie Echle et al. GASTROENTEROLOGY
- Association of inflammatory biomarkers with clinical outcomes in nivolumab-treated patients with advanced hepatocellular carcinoma
- (2020) Bruno Sangro et al. JOURNAL OF HEPATOLOGY
- Development of AI-based pathology biomarkers in gastrointestinal and liver cancer
- (2020) Jakob N. Kather et al. Nature Reviews Gastroenterology & Hepatology
- Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers
- (2020) Julien Calderaro et al. GUT
- Ramucirumab after sorafenib in patients with advanced hepatocellular carcinoma and increased α-fetoprotein concentrations (REACH-2): a randomised, double-blind, placebo-controlled, phase 3 trial
- (2019) Andrew X Zhu et al. LANCET ONCOLOGY
- Clinical impact of genomic diversity from early to advanced hepatocellular carcinoma
- (2019) Jean-Charles Nault et al. HEPATOLOGY
- Molecular and histological correlations in liver cancer
- (2019) Julien Calderaro et al. JOURNAL OF HEPATOLOGY
- Macrotrabecular-massive hepatocellular carcinoma: A distinctive histological subtype with clinical relevance
- (2018) Marianne Ziol et al. HEPATOLOGY
- Lenvatinib versus sorafenib in first-line treatment of patients with unresectable hepatocellular carcinoma: a randomised phase 3 non-inferiority trial
- (2018) Masatoshi Kudo et al. LANCET
- Cabozantinib in Patients with Advanced and Progressing Hepatocellular Carcinoma
- (2018) Ghassan K. Abou-Alfa et al. NEW ENGLAND JOURNAL OF MEDICINE
- Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
- (2018) Nicolas Coudray et al. NATURE MEDICINE
- Molecular therapies and precision medicine for hepatocellular carcinoma
- (2018) Josep M. Llovet et al. Nature Reviews Clinical Oncology
- IFN-γ–related mRNA profile predicts clinical response to PD-1 blockade
- (2017) Mark Ayers et al. JOURNAL OF CLINICAL INVESTIGATION
- Histological subtypes of hepatocellular carcinoma are related to gene mutations and molecular tumour classification
- (2017) Julien Calderaro et al. JOURNAL OF HEPATOLOGY
- Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE): a randomised, double-blind, placebo-controlled, phase 3 trial
- (2017) Jordi Bruix et al. LANCET
- QuPath: Open source software for digital pathology image analysis
- (2017) Peter Bankhead et al. Scientific Reports
- Programmed death ligand 1 expression in hepatocellular carcinoma: Relationship With clinical and pathological features
- (2016) Julien Calderaro et al. HEPATOLOGY
- Melanoma-intrinsic β-catenin signalling prevents anti-tumour immunity
- (2015) Stefani Spranger et al. NATURE
- Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?
- (2014) Fionn Murtagh et al. JOURNAL OF CLASSIFICATION
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