# Smartphones in Mental Health: Detecting Depressive and Manic Episodes

arXiv: https://arxiv.org/abs/1510.01665 · HTML: https://mlsanity.com/paper/1510.01665/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 6 Oct 2015.

## Built on by (most cited first, 1 of 1)

- [Predicting Human Depression with Hybrid Data Acquisition utilizing Physical Activity Sensing and Social Media Feeds](https://mlsanity.com/paper/2505.22779/) (2025)

## Abstract (arXiv)

An observational study with patients diagnosed with bipolar disorder investigates whether data from smartphone sensors can be used to recognize bipolar disorder episodes and detect behavior changes that can signal an onset of an episode using objective data.