Short-term mortality prediction in acute pulmonary embolism: Radiomics values of skeletal muscle and intramuscular adipose tissue.
Iram ShahzadiAlex ZwanenburgLynn Johann FrohweinDominik SchrammHans Jonas MeyerMattes HinnerichsChristoph MoenninghoffJulius Henning NiehoffJan Robert KroegerJan BorggrefeAlexey SurovPublished in: Journal of cachexia, sarcopenia and muscle (2024)
We developed and tested radiomic signatures for predicting 7- and 30-day all-cause mortality in APE using a multicentric retrospective dataset. The present multicentre work shows that radiomics parameters extracted from SM and IMAT can predict 30-day all-cause mortality in patients with APE.
Keyphrases
- pulmonary embolism
- skeletal muscle
- adipose tissue
- insulin resistance
- lymph node metastasis
- inferior vena cava
- liver failure
- cross sectional
- contrast enhanced
- respiratory failure
- cardiovascular events
- clinical trial
- high fat diet
- study protocol
- drug induced
- aortic dissection
- squamous cell carcinoma
- magnetic resonance imaging
- type diabetes
- randomized controlled trial
- metabolic syndrome
- gene expression
- cardiovascular disease
- mechanical ventilation