Utility of Smartphone-Based Digital Phenotyping Biomarkers in Assessing Treatment Response to Transcranial Magnetic Stimulation in Depression: Proof-of-Concept Study.

Radhika Suneel Kelkar Danielle Currey Srilakshmi Nagendra Urvakhsh Meherwan Mehta Vanteemar S Sreeraj John B Torous Jagadisha Tirthalli

Published in: JMIR formative research (2023)

The results of our study suggest that it is feasible to use digital phenotyping data to assess response to TMS in depression. Early changes in digital phenotyping biomarkers, such as predicting response from the first week of data, as shown in our results, may also help guide the treatment course.

Keyphrases

transcranial magnetic stimulation
high frequency
high throughput
electronic health record
depressive symptoms
big data
sleep quality
clinical trial
data analysis
physical activity
single cell
deep learning
replacement therapy