Research graph
References from Integrated Assessment of Sarcopenia in Patients with Gastric Cancer Using Deep Learning and Radiomics. Local targets link to admitted publications; unresolved targets remain external evidence.
Global Cancer Statistics 2022: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
2024 · External reference
Nutrition Interventions in the Treatment of Gastrointestinal Symptoms During Cancer Therapy: A Systematic Review and Meta‐Analysis
10.1016/j.advnut.2025.100485 · 2025 · External reference
The Conceptual Definition of Sarcopenia: Delphi Consensus From the Global Leadership Initiative in Sarcopenia (GLIS)
10.1093/ageing/afae052 · 2024 · External reference
Sarcopenia Defined by the Global Leadership Initiative in Sarcopenia (GLIS) Consensus Predicts Adverse Postoperative Outcomes in Patients Undergoing Radical Gastrectomy for Gastric Cancer: Analysis From a Prospective Cohort Study
10.1186/s12885-025-13967-7 · 2025 · External reference
Sarcopenia: Revised European Consensus on Definition and Diagnosis
10.1093/ageing/afy169 · 2019 · External reference
L3‐SMI as a Predictor of Overall Survival in Oesophageal Cancer Patients Receiving PD‐1 Inhibitors Combined with Chemotherapy
10.1080/07853890.2024.2440114 · 2025 · External reference
Impact of Low Skeletal Muscle Mass and Quality on Clinical Outcomes in Patients With Head and Neck Cancer Undergoing (Chemo)Radiation
10.3389/fnut.2022.994499 · 2022 · External reference
CT‐Based Muscle and Adipose Measurements Predict Prognosis in Patients With Digestive System Malignancy
10.1038/s41598-024-63806-1 · 2024 · External reference
Body Composition From Single Versus Multi‐Slice Abdominal Computed Tomography: Concordance and Associations With Colorectal Cancer Survival
10.1002/jcsm.13080 · 2022 · External reference
Comparison Between Single‐ And Multi‐Slice Computed Tomography Body Composition Analysis in Patients With Oesophagogastric Cancer
10.1002/jcsm.13673 · 2025 · External reference
Radiomics: Extracting More Information From Medical Images Using Advanced Feature Analysis
10.1016/j.ejca.2011.11.036 · 2012 · External reference
Sarcopenia Identified by Computed Tomography Imaging Using a Deep Learning‐Based Segmentation Approach Impacts Survival in Patients With Newly Diagnosed Multiple Myeloma
10.1002/cncr.34545 · 2023 · External reference
Identifying Sarcopenia in Advanced Non‐Small Cell Lung Cancer Patients Using Skeletal Muscle CT Radiomics and Machine Learning
10.1111/1759-7714.13598 · 2020 · External reference
Prognostic Role of Radiomics‐Based Body Composition Analysis for the 1‐Year Survival for Hepatocellular Carcinoma Patients
10.1002/jcsm.13315 · 2023 · External reference
End‐to‐End Automated Body Composition Analyses With Integrated Quality Control for Opportunistic Assessment of Sarcopenia in CT
10.1007/s00330-021-08313-x · 2022 · External reference
Development of a Fully Automatic Deep Learning System for L3 Selection and Body Composition Assessment on Computed Tomography
10.1038/s41598-021-00161-5 · 2021 · External reference
Development and Validation of a Deep Learning System for Segmentation of Abdominal Muscle and Fat on Computed Tomography
10.3348/kjr.2019.0470 · 2020 · External reference
Deep Learning Radiomics Under Multimodality Explore Association Between Muscle/Fat and Metastasis and Survival in Breast Cancer Patients
10.1093/bib/bbac432 · 2022 · External reference
Muscle‐Driven Prognostication in Gastric Cancer: A Multicenter Deep Learning Framework Integrating Iliopsoas and Erector Spinae Radiomics for 5‐Year Survival Prediction
10.1038/s41598-025-09083-y · 2025 · External reference
TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images
10.1148/ryai.230024 · 2023 · External reference
Sarcopenia Is an Independent Predictor of Severe Postoperative Complications and Long‐Term Survival After Radical Gastrectomy for Gastric Cancer
10.1097/md.0000000000003164 · 2016 · External reference
Asian Working Group for Sarcopenia: 2019 Consensus Update on Sarcopenia Diagnosis and Treatment
10.1016/j.jamda.2019.12.012 · 2020 · External reference
Systemic Inflammation with Sarcopenia Predicts Survival in Patients With Gastric Cancer
10.1007/s00432-022-03925-2 · 2022 · External reference
Prehabilitation Strategies: Enhancing Surgical Resilience With a Focus on Nutritional Optimization and Multimodal Interventions
10.1016/j.advnut.2025.100392 · 2025 · External reference
ESPEN Practical Guideline: Clinical Nutrition in Cancer
10.1016/j.clnu.2021.02.005 · 2021 · External reference
Impact of Sarcopenia on Outcomes in Surgical Patients: A Systematic Review and Meta‐Analysis
10.1097/js9.0000000000000688 · 2023 · External reference
Clinical Practice Guidelines for Nutritional Assessment and Monitoring of Adult ICU Patients in China
10.1016/j.jointm.2023.12.002 · 2024 · External reference
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High‐Throughput Image‐based Phenotyping
10.1148/radiol.2020191145 · 2020 · External reference
Deep Learning Auto‐Segmentation of Cervical Skeletal Muscle for Sarcopenia Analysis in Patients With Head and Neck Cancer
10.3389/fonc.2022.930432 · 2022 · External reference
A Novel Skeletal Muscle Quantitative Method and Deep Learning‐Based Sarcopenia Diagnosis for Cervical Cancer Patients Treated With Radiotherapy
10.1002/mp.17791 · 2025 · External reference
Chest X‐Ray‐Based Opportunistic Screening of Sarcopenia Using Deep Learning
10.1002/jcsm.13144 · 2022 · External reference
Comparing Three‐Dimensional and Two‐Dimensional Deep‐Learning, Radiomics, and Fusion Models for Predicting Occult Lymph Node Metastasis in Laryngeal Squamous Cell Carcinoma Based on CT Imaging: A Multicentre, Retrospective, Diagnostic Study
10.1016/j.eclinm.2023.102385 · 2024 · External reference
Transformer‐Based Biomarker Prediction From Colorectal Cancer Histology: A Large‐Scale Multicentric Study
10.1016/j.ccell.2023.08.002 · 2023 · External reference
Machine Learning Models for Sarcopenia Identification Based on Radiomic Features of Muscles in Computed Tomography
10.3390/ijerph18168710 · 2021 · External reference