Using a machine learning approach to investigate factors associated with treatment-resistant depression among adults with chronic non-cancer pain conditions and major depressive disorder.
Drishti R ShahWanhong ZhengLindsay AllenWenhui WeiTraci LeMastersSuresh MadhavanUsha SambamoorthiPublished in: Current medical research and opinion (2021)
Machine learning identified several factors that warrant further investigation and may serve as potential targets for clinical intervention to improve treatment outcomes in patients with TRD and CNPC.
Keyphrases
- major depressive disorder
- machine learning
- bipolar disorder
- papillary thyroid
- artificial intelligence
- chronic pain
- randomized controlled trial
- big data
- depressive symptoms
- squamous cell
- pain management
- neuropathic pain
- deep learning
- sleep quality
- spinal cord injury
- squamous cell carcinoma
- physical activity
- drug induced