Open-source desktop tool for quantitative paraspinal muscle and dural sac analysis on lumbar spine MRI. Research use only.
The code for "A fast graph-based algorithm for automated segmentation of subcutaneous and visceral adipose tissue in 3D abdominal computed tomography images"
Avaliação do efeito pleiotrópico de subfenótipos da sarcopenia.
营养学 | 肌少症食养助手 Sarcopenia Nutrition Guide — 基于国家卫健委《成人肌少症食养指南2026》AI科普对话Skill · 使用WorkBuddy构建
A machine learning model was trained, on a cohort of head and neck cancer patients, to segment skeletal muscle in the neck at the level of the C3 vertebra. The model was a convolutional neural network and had a Dice score of 0.89 (89% accuracy). A value of skeletal muscle area (SMA) and density (SMD) was found for each patient in a cohort of aro…
R code for a CT-based body composition study investigating the association between sarcopenia and loss of response to biologic therapy in ulcerative colitis.
CpG-depleted, codon-optimised FST344 follistatin sequences for AAV gene therapy. AlphaFold3 validated.
Exploratory sarcopenia severity classification from protein-expression features with XGBoost, feature selection, and LOOCV; reported metrics pending within-fold re-evaluation
Jamar hand dynamometer telemetry, biological functional age calibration, sarcopenia screening, and neuromuscular motor unit conditioning. Built for GenPark (https://www.genpark.ai).
Analysis code and configuration for dual-frequency (50/100 kHz) EIM phase-angle reference limits across 18 bilateral muscle channels in 109 healthy adults aged 18-80. Participant data are not included (IRB CMUH114-REC3-142).
Statistical analysis of the relationship between thigh circumference and diabetes using NHANES 2005-2006 data
Integrative multi-omics analysis of shared molecular programs between osteoarthritis and sarcopenia
근감소증 예측 멀티모달 ML - 체성분/악력/음성/터치 피처, CatBoost+앙상블, 다기관 외부검증 (부트스트랩 AUC CI, 합성 데이터로 재현)
L3 skeletal muscle analysis from CT imaging for sarcopenia research.
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