A framework or Multimodal Risk Assessment And Symptom Tracking: MRAST Framework

The MRAST framework is built on top of the cutting-edge AI algorithms and machine learning models for feature extraction. The final structure of the MRAST framework is given in the figure above. The goal of the framework is to extract observable biomarkers of depression from patient diaries and risk asses individuals against depression. It is built on top of PERSIST Sensing network.

Related Organizations

University of Maribor
Slovenia

Keywords

depression classification, language cues, end-to-end pipline, speech cues, digital biomarkers of depression, facial cues

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average