Published on in Vol 8, No 10 (2020): October

Preprints (earlier versions) of this paper are available at, first published .
Assessment of Myosteatosis on Computed Tomography by Automatic Generation of a Muscle Quality Map Using a Web-Based Toolkit: Feasibility Study

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

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


  1. Ahn H, Kim D, Ko Y, Ha J, Shin Y, Lee J, Sung Y, Kim K. Updated systematic review and meta-analysis on diagnostic issues and the prognostic impact of myosteatosis: A new paradigm beyond sarcopenia. Ageing Research Reviews 2021;70:101398 View
  2. Jeon Y, Park H, Ko Y, Sung Y, Shim B, Suh Y, Kim H. Intermuscular fat density as a novel prognostic factor in breast cancer patients treated with adjuvant chemotherapy. Breast Cancer Research and Treatment 2021;189(3):759 View
  3. Kim A, Lee J, Ko Y, Park T, Jo H, Jang J, Lee K, Kim K, Lee I. Larger Remaining Stomach Volume Is Associated With Better Nutrition and Muscle Preservation in Patients With Gastric Cancer Receiving Distal Gastrectomy With Gastroduodenostomy. Journal of Gastric Cancer 2022;22(2):145 View
  4. Kim D, Kim K, Ko Y, Park T, Lee J, Lee J, Ha J, Ahn H, Sung Y, Kim H. Effects of Contrast Phases on Automated Measurements of Muscle Quantity and Quality Using CT. Korean Journal of Radiology 2021;22(11):1909 View
  5. Nam K, Lee J, Ko Y, Kim K, Lee H, Hong S, Park J, Hwang S, Yang D, Ye B, Byoun J, Myung S, Yang S, Park S. Impact of Sarcopenia on Clinical Course of Inflammatory Bowel Disease in Korea. Digestive Diseases and Sciences 2023;68(6):2165 View
  6. Ko Y, Shin Y, Sung Y, Lee J, Lee J, Kim J, Park J, Ko H, Kim K, Huh J. A reliable and robust method for the upper thigh muscle quantification on computed tomography: toward a quantitative biomarker for sarcopenia. BMC Musculoskeletal Disorders 2022;23(1) View
  7. Ko Y, Jeong H, Khang S, Lee J, Kim K, Kim B. Change of Computed Tomography-Based Body Composition after Adrenalectomy in Patients with Pheochromocytoma. Cancers 2022;14(8):1967 View
  8. Gagnat G, Hobeika C, Modzelewski R, Collet C, Di Fiore F, Druesne L, Tuech J, Schwarz L. Evaluation of sarcopenia biomarkers in older patients undergoing major surgery for digestive cancer. SAXO prospective cohort study. European Journal of Surgical Oncology 2023;49(1):285 View
  9. Koo B. Assessment of Muscle Quantity, Quality and Function. Journal of Obesity & Metabolic Syndrome 2022;31(1):9 View
  10. Imani M, Bani Hassan E, Vogrin S, Ch’Ng A, Lane N, Cauley J, Duque G. Validation of a Semiautomatic Image Analysis Software for the Quantification of Musculoskeletal Tissues. Calcified Tissue International 2022;110(3):294 View
  11. Chen W, Shen Z, Zhang F, Zhang X, Chen W, Yan X, Zhuang C, Chen X, Yu Z. Prognostic value of myosteatosis and sarcopenia for elderly patients with colorectal cancer: A large-scale double-center study. Surgery 2022;172(4):1185 View
  12. Chen X, Cheng G, Wang F, Tao X, Xie H, Xu L. Machine and cognitive intelligence for human health: systematic review. Brain Informatics 2022;9(1) View
  13. Smorchkova A, Petraikin A, Semenov D, Sharova D. Sarcopenia: modern approaches to solving diagnosis problems. Digital Diagnostics 2022;3(3):196 View
  14. Hong S, Kim K, Park H, Ko Y, Yoo C, Park S, Khang S, Jeong H, Lee J. Impact of Baseline Muscle Mass and Myosteatosis on the Development of Early Toxicity During First-Line Chemotherapy in Patients With Initially Metastatic Pancreatic Cancer. Frontiers in Oncology 2022;12 View
  15. Kim J, Ha J, Kim Y, Ko Y, Park T, Kim K, Kim W. The Impact of Myosteatosis Percentage on Short-Term Mortality in Patients with Septic Shock. Journal of Clinical Medicine 2022;11(11):3031 View
  16. Kim H, Jung H, Cho Y, Kim E, Lee M, Lee W, Park J, Kim H, Jung C. IDF2022-1139 Association Between Dyslipidemia And Myosteatosis Using Visual Muscular Quality Map In Computed Tomography. Diabetes Research and Clinical Practice 2023;197:110467 View
  17. Jung J, Lee J, Lim J, Kim Y, Ban T, Park W, Kim K, Kim K, Lee S, Shin S, Han S, Kim D, Ko Y, Kim K, Kim H, Park J. The effects of muscle mass and quality on mortality of patients with acute kidney injury requiring continuous renal replacement therapy. Scientific Reports 2023;13(1) View
  18. Zeng X, Shi Z, Yu J, Wang L, Sun C, Luo Y, Shi P, Lin Y, Chen Y, Guo J, Zhang C, Xie W. Skeletal muscle alterations indicate poor prognosis in cirrhotic patients: a multicenter cohort study in China. Hepatology International 2024;18(2):673 View
  19. Ostadan F, Donovan A, Matouk E, David F, Marchand D, Reinhold C, Nguyen D, Goldberg P, Benedetti A, Smith B, Petrof B. Computed tomography reveals hypertrophic remodelling of the diaphragm in cystic fibrosis but not in COPD. ERJ Open Research 2023;9(5):00282-2023 View
  20. Lee J, Hwang T, Lee H. CT Evaluation of Age-Related Changes in Epaxial Muscle Attenuation and Cross-Sectional Area for Sarcopenia and Myosteatosis in Small Breed Dogs. Journal of Veterinary Clinics 2023;40(3):182 View
  21. Kim K, Huh J, Urooj B, Lee J, Lee J, Lee I, Park H, Na S, Ko Y. Artificial Intelligence in Gastric Cancer Imaging With Emphasis on Diagnostic Imaging and Body Morphometry. Journal of Gastric Cancer 2023;23(3):388 View
  22. Sun C, Zhao T, Yang W, Guo G, Wang H, Li C, Hui Y, Cui B, Wang X, Fan X, Zhao X. Reduced muscle strength is closely linked to computed tomography-defined myosteatosis among inpatients with cirrhosis. Postgraduate Medical Journal 2023;100(1179):12 View
  23. Sabatino A, Pacchiarini M, Regolisti G, Ciuni A, Sverzellati N, Lesignoli M, Picetti E, Fiaccadori E, Di Mario F. The impact of muscle mass and myosteatosis on mortality in critically ill patients with Sars-Cov2-related pneumonia. Clinical Nutrition ESPEN 2023;58:409 View
  24. Oh E, Cho N, Kang H, Kim S, Park H, Kwon S, Guglielmi V. Computed tomography evaluation of skeletal muscle quality and quantity in people with morbid obesity with and without metabolic abnormality. PLOS ONE 2023;18(12):e0296073 View
  25. Chang C, Lenchik L, Blankemeier L, Chaudhari A, Boutin R. Biomarkers of Body Composition. Seminars in Musculoskeletal Radiology 2024;28(01):078 View
  26. Aguas‐Ayesa M, Yárnoz‐Esquiroz P, Perdomo C, Olazarán L, Vegas‐Aguilar I, García‐Almeida J, Gómez‐Ambrosi J, Frühbeck G. Revisiting the beyond BMI paradigm in excess weight diagnosis and management: A call to action. European Journal of Clinical Investigation 2024;54(7) View
  27. Oshida N, Oh S, Kim B, Miura I, Hasegawa N, Komine S, Isobe T, Shoda J. Muscle Quality as a Potential Diagnostic Marker of Advanced Liver Fibrosis in Patients with Non-alcoholic Fatty Liver Disease. Journal of Obesity & Metabolic Syndrome 2024;33(2):143 View

Books/Policy Documents

  1. Park H, Kim K, Lee S. Artificial Intelligence, Machine Learning, and Deep Learning in Precision Medicine in Liver Diseases. View