Publications

2025 AI

Automated CT segmentation for lower extremity tissues in lymphedema evaluation using deep learning

JOURNAL Eur Radiol. (Online ahead of print)

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2025 AI

Implementation of Fully Automated AI-Integrated System for Body Composition Assessment on CT for Opportunistic Sarcopenia Screening: Multicenter Prospective Study

JOURNAL JMIR Form Res.

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2024 Oncology

A Bioinformatics Investigation of Hub Genes Involved in Treg Migration and Its Synergistic Effects, Using Immune Checkpoint Inhibitors for Immunotherapies

JOURNAL Int J Mol Sci.

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2023 AI

Sequence-Type Classification of Brain MRI for Acute Stroke Using a Self-Supervised Machine Learning Algorithm

JOURNAL Diagnostics (Basel).

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2023 Oncology

Obesity paradox in patients with non-small cell lung cancer undergoing immune checkpoint inhibitor therapy

JOURNAL J Cachexia Sarcopenia Muscle

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2023 Oncology

Relationship between body composition and PBRM1 mutations in clear cell renal cell carcinoma: a propensity score matching analysis

JOURNAL Rev Assoc Med Bras (1992).

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2023 AI

Artificial Intelligence in Gastric Cancer Imaging With Emphasis on Diagnostic Imaging and Body Morphometry

JOURNAL J Gastric Cancer

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2023 AI

Prognostic artificial intelligence model to predict 5 year survival at 1 year after gastric cancer surgery based on nutrition and body morphometry

JOURNAL J Cachexia Sarcopenia Muscle

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2023 Oncology

Association between visceral obesity and tumor recurrence in hepatocellular carcinoma recipients undergoing liver transplantation

JOURNAL Int J Obes (Lond).

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2022 Body Composition Research

A new finding for the obesity paradox? Evaluation of the relationship between muscle and adipose tissue in nuclear grade prediction in patients with clear cell renal cell carcinoma

JOURNAL Acta Radiol.

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2022 Oncology

Lifestyle interventions after colorectal cancer surgery using a mobile digital device: A study protocol for a randomized controlled trial

JOURNAL Medicine (Baltimore).

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2022 Body Composition Research

Association of sex-specific donor skeletal muscle index with surgical outcomes in living donor liver transplantation recipients

JOURNAL Liver Int.

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2022 Oncology

Impact of Baseline Muscle Mass and Myosteatosis on the Development of Early Toxicity During First-Line Chemotherapy in Patients With Initially Metastatic Pancreatic Cancer.

JOURNAL Front Oncol.

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2022 Body Composition Research

The Impact of Myosteatosis Percentage on Short-Term Mortality in Patients with Septic Shock.

JOURNAL J Clin Med.

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2022 AI

Development and validation of an ensemble AI model for comprehensive imaging quality check to classify body parts and contrast enhancemen

JOURNAL BMC Med Imaging.

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2022 Body Composition Research

Visceral Fat Area Is an Independent Risk Factor for Overweight or Obese Nonalcoholic Fatty Liver Disease in Potential Living Liver Donors

JOURNAL Transplant Proc.

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2022 Sarcopenia

Benefit of Sarcopenia Screening in Older Patients Undergoing Surgical Aortic Valve Replacement.

JOURNAL Ann Thorac Surg.

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2022 Body Composition Research

Sex-specific Cutoff Values of Visceral Fat Area for Lean vs. Overweight/Obese Nonalcoholic Fatty Liver Disease in Asians

JOURNAL J Clin Transl Hepatol.

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2022 Sarcopenia

Associations of sarcopenia with graft failure and mortality in patients undergoing living donor liver transplantation.

JOURNAL Liver Transpl.

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2022 Sarcopenia

Prognostic Value of Sarcopenia and Myosteatosis in Patients with Resectable Pancreatic Ductal Adenocarcinoma.

JOURNAL Korean J Radiol.

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2022 Oncology

Larger Remaining Stomach Volume Is Associated With Better Nutrition and Muscle Preservation in Patients With Gastric Cancer Receiving Distal Gastrectomy With Gastroduodenostomy.

JOURNAL J Gastric Cancer.

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2022 AI

Artificial Intelligence Mortality Prediction Model for Gastric Cancer Surgery Based on Body Morphometry, Nutritional, and Surgical Information: Feasibility Study

JOURNAL Appl. Sci.

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2022 Body Composition Research

Change of Computed Tomography-Based Body Composition after Adrenalectomy in Patients with Pheochromocytoma.

JOURNAL Cancers (Basel).

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2021 Oncology

Intermuscular fat density as a novel prognostic factor in breast cancer patients treated with adjuvant chemotherapy.

JOURNAL Breast Cancer Res Treat.

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2021 Body Composition Research

Effects of Contrast Phases on Automated Measurements of Muscle Quantity and Quality Using CT.

JOURNAL Korean J Radiol.

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2021 Sarcopenia

Impact of Sarcopenia on Acute Kidney Injury after Infrarenal Abdominal Aortic Aneurysm Surgery: A Propensity Matching Analysis.

JOURNAL Nutrients.

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2021 Body Composition Research

Age-related changes in muscle quality and development of diagnostic cutoff points for myosteatosis in lumbar skeletal muscles measured by CT scan.

JOURNAL Clin Nutr.

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2021 Oncology

Impact of Comorbidities, Sarcopenia, and Nutritional Status on the Long-Term Outcomes after Endoscopic Submucosal Dissection for Early Gastric Cancer in Elderly Patients Aged ≥ 80 Years.

JOURNAL Cancers (Basel).

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2021 Body Composition Research

Long-Term Outcomes After In-Hospital Cardiac Arrest: Does Pre-arrest Skeletal Muscle Depletion Matter?

JOURNAL Front Physiol.

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2021 Body Composition Research

Association Between Muscle Quality Measured by Abdominal Computed Tomography and Subclinical Coronary Atherosclerosis.

JOURNAL Arterioscler Thromb Vasc Biol.

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2021 Sarcopenia

Preoperative nutritional risk index and postoperative one-year skeletal muscle loss can predict the prognosis of patients with gastric adenocarcinoma: a registry-based study.

JOURNAL BMC Cancer.

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2021 Oncology

Longitudinal Changes in Body Composition of Long-Term Survivors of Pancreatic Head Cancer and Factors Affecting the Changes.

JOURNAL J Clin Med.

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2021 Body Composition Research

Reliability of Skeletal Muscle Area Measurement on CT with Different Parameters: A Phantom Study.

JOURNAL Korean J Radiol.

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2020 AI

Assessment of Myosteatosis on Computed Tomography by Automatic Generation of a Muscle Quality Map Using a Web-Based Toolkit: Feasibility Study

JOURNAL JMIR Med Inform.

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