Ml Tlachac’s research while affiliated with Bryant University and other places

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Publications (3)


Multi-Task Learning Using Facial Features for Mental Health Screening
  • Conference Paper

December 2023

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15 Reads

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1 Citation

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Ml Tlachac

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Citations (2)


... d) DAIC-WOZ: In this platform, clinical interview data is provided. It is created to support the diagnosis of psychological distress conditions (anxiety, depression, and post-traumatic stress disorder) [20]. e) UCI: The UCI machine learning repository contains a collection of databases and domain theories. ...

Reference:

Confidentiality, Integrity, and Availability (CIA) Approach for Private Dataset Management System Design
Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews
  • Citing Conference Paper
  • December 2021

... Despite searching for articles published from 2012 onwards, most of the studies were published in the last 5 years (n = 28, 84.8%; 26, 28, 53, 55, 57-59, 61-65, 67-71, 73, 75-84). The majority of studies were conducted in North America (n = 10, 30.3%; 53,57,60,64,66,72,75,78,80,84) or Europe (n = 9, 27.3%; 26,28,55,63,65,67,69,71,74), followed by those conducted in Asia (n = 8, 24.2%; 59, 61-62, 68, 70, 73, 76-77) and Australia (n = 1, 3.0%; 82). The remaining studies used international samples (n = 2, 6.1%; 56, 81) or did not contain information on geographical location (n = 3, 9.1%; 58,79,83). ...

EMU: Early Mental Health Uncovering Framework and Dataset
  • Citing Conference Paper
  • December 2021