Metabolomics in Bariatric and Metabolic Surgery Research and the Potential of Deep Learning in Bridging the Gap.
Athanasios G PantelisPublished in: Metabolites (2022)
During the past several years, there has been a shift in terminology from bariatric surgery alone to bariatric and metabolic surgery (BMS). More than a change in name, this signifies a paradigm shift that incorporates the metabolic effects of operations performed for weight loss and the amelioration of related medical problems. Metabolomics is a relatively novel concept in the field of bariatrics, with some consistent changes in metabolite concentrations before and after weight loss. However, the abundance of metabolites is not easy to handle. This is where artificial intelligence, and more specifically deep learning, would aid in revealing hidden relationships and would help the clinician in the decision-making process of patient selection in an individualized way.
Keyphrases
- weight loss
- deep learning
- artificial intelligence
- bariatric surgery
- roux en y gastric bypass
- gastric bypass
- minimally invasive
- machine learning
- obese patients
- coronary artery bypass
- big data
- mass spectrometry
- decision making
- convolutional neural network
- healthcare
- mental health
- glycemic control
- weight gain
- case report
- ms ms
- type diabetes
- climate change
- percutaneous coronary intervention
- body mass index
- atrial fibrillation
- coronary artery disease
- human health