Weight Loss Trajectories After Bariatric Surgery for Obesity: Mathematical Model and Proof-of-Concept Study.
Chloé DimeglioGuillaume BecouarnPhilippe TopartRodolphe BodinJean Christophe BuissonPatrick RitzPublished in: JMIR medical informatics (2020)
This modeling allowed correct classification of persons with EWL >50% and could identify early after surgery the patients with potentially less that optimal weight loss. Further studies are needed to validate this model in other populations, with other types of surgery, and with other medical-surgical teams.
Keyphrases
- weight loss
- bariatric surgery
- roux en y gastric bypass
- minimally invasive
- gastric bypass
- coronary artery bypass
- machine learning
- deep learning
- healthcare
- glycemic control
- depressive symptoms
- weight gain
- obese patients
- surgical site infection
- type diabetes
- metabolic syndrome
- percutaneous coronary intervention
- body mass index
- coronary artery disease
- physical activity
- acute coronary syndrome