Deep learning analysis of the primary tumour and the prediction of lymph node metastases in gastric cancer

Development and Validation of a Deep Learning CT Signature to Predict Survival and Chemotherapy Benefit in Gastric Cancer

(2020) Yuming Jiang et al.   ANNALS OF SURGERY

Dual-energy CT–based deep learning radiomics can improve lymph node metastasis risk prediction for gastric cancer

(2020) Jing Li et al.   EUROPEAN RADIOLOGY

Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multi-center study

(2020) D. Dong et al.   ANNALS OF ONCOLOGY

Noninvasive imaging evaluation of tumor immune microenvironment to predict outcomes in gastric cancer

(2020) Y. Jiang et al.   ANNALS OF ONCOLOGY

Toward More Accurate Understanding of Lymph Node Metastasis Risk in Early Gastric Cancer

(2019) Jashodeep Datta et al.   JAMA Surgery

Tumor metastasis to lymph nodes requires YAP-dependent metabolic adaptation

(2019) Choong-kun Lee et al.   SCIENCE

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Prediction of Lymph Node Metastasis in Early Gastric Cancer by Collagen Signature—Endoscopists’ Viewpoint—Reply

(2019) Weisheng Chen et al.   JAMA Surgery

Evaluation of Lymph Node Metastasis in Advanced Gastric Cancer Using Magnetic Resonance Imaging-Based Radiomics

(2019) Wujie Chen et al.   Frontiers in Oncology

Risk factors for lymph node metastasis in non-sentinel node basins in early gastric cancer: sentinel node concept

(2018) Masashi Takeuchi et al.   Gastric Cancer

The Lymph Node and the Metastasis

(2018) Vivianne Tjan-Heijnen et al.   NEW ENGLAND JOURNAL OF MEDICINE

Intratumoral Spatial Heterogeneity at Perfusion MR Imaging Predicts Recurrence-free Survival in Locally Advanced Breast Cancer Treated with Neoadjuvant Chemotherapy

(2018) Jia Wu et al.   RADIOLOGY

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

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

(2018) David F. Steiner et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

The practical implementation of artificial intelligence technologies in medicine

(2018) Jianxing He et al.   NATURE MEDICINE

Deep Learning Algorithms for Detection of Lymph Node Metastases From Breast Cancer

(2017) Jeffrey Alan Golden   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Heterogeneous Enhancement Patterns of Tumor-adjacent Parenchyma at MR Imaging Are Associated with Dysregulated Signaling Pathways and Poor Survival in Breast Cancer

(2017) Jia Wu et al.   RADIOLOGY

A Risk-prediction Model Based on Lymph-node Metastasis for Incorporation Into a Treatment Algorithm for Signet Ring Cell-type Intramucosal Gastric Cancer

(2016) Jeung Hui Pyo et al.   ANNALS OF SURGERY

A nomogram for predicting the likelihood of lymph node metastasis in early gastric patients

(2016) Zhixue Zheng et al.   BMC CANCER

Gastric cancer: texture analysis from multidetector computed tomography as a potential preoperative prognostic biomarker

(2016) Francesco Giganti et al.   EUROPEAN RADIOLOGY

Japanese gastric cancer treatment guidelines 2014 (ver. 4)

(2016)   Gastric Cancer

Metastatic lymph node ratio successfully predicts prognosis in western gastric cancer patients

(2015) Onur C. Kutlu et al.   SURGICAL ONCOLOGY-OXFORD

Mechanisms of lymphatic metastasis

(2014) Sinem Karaman et al.   JOURNAL OF CLINICAL INVESTIGATION

Endoscopic submucosal dissection for early gastric cancer: a large-scale feasibility study

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