Psycho web: A machine learning platform for the diagnosis and classification of mental disorders

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationAdvances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019
EditorsHasan Ayaz
PublisherSpringer Verlag
Pages399-410
Number of pages12
ISBN (Print)9783030204723
DOIs
StatePublished - 1 Jan 2020
EventAHFE International Conference on Neuroergonomics and Cognitive Engineering, 2019 and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019 - Washington D.C., United States
Duration: 24 Jul 201928 Jul 2019

Publication series

NameAdvances in Intelligent Systems and Computing
Volume953
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

ConferenceAHFE International Conference on Neuroergonomics and Cognitive Engineering, 2019 and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019
CountryUnited States
CityWashington D.C.
Period24/07/1928/07/19

Fingerprint

Learning systems
Health
Taxonomies
Ergonomics

Keywords

  • Diagnosis prediction
  • ICD-10
  • k-NN
  • Machine learning
  • Mental disorders
  • TF-IDF

Cite this

Morillo, P., Ortega, H., Chauca, D., Proaño, J., Vallejo-Huanga, D., & Cazares, M. (2020). Psycho web: A machine learning platform for the diagnosis and classification of mental disorders. In H. Ayaz (Ed.), Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019 (pp. 399-410). (Advances in Intelligent Systems and Computing; Vol. 953). Springer Verlag. https://doi.org/10.1007/978-3-030-20473-0_39
Morillo, Paulina ; Ortega, Holger ; Chauca, Diana ; Proaño, Julio ; Vallejo-Huanga, Diego ; Cazares, María. / Psycho web : A machine learning platform for the diagnosis and classification of mental disorders. Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019. editor / Hasan Ayaz. Springer Verlag, 2020. pp. 399-410 (Advances in Intelligent Systems and Computing).
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Morillo, P, Ortega, H, Chauca, D, Proaño, J, Vallejo-Huanga, D & Cazares, M 2020, Psycho web: A machine learning platform for the diagnosis and classification of mental disorders. in H Ayaz (ed.), Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019. Advances in Intelligent Systems and Computing, vol. 953, Springer Verlag, pp. 399-410, AHFE International Conference on Neuroergonomics and Cognitive Engineering, 2019 and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019, Washington D.C., United States, 24/07/19. https://doi.org/10.1007/978-3-030-20473-0_39

Psycho web : A machine learning platform for the diagnosis and classification of mental disorders. / Morillo, Paulina; Ortega, Holger; Chauca, Diana; Proaño, Julio; Vallejo-Huanga, Diego; Cazares, María.

Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019. ed. / Hasan Ayaz. Springer Verlag, 2020. p. 399-410 (Advances in Intelligent Systems and Computing; Vol. 953).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Morillo, Paulina

AU - Ortega, Holger

AU - Chauca, Diana

AU - Proaño, Julio

AU - Vallejo-Huanga, Diego

AU - Cazares, María

PY - 2020/1/1

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KW - Diagnosis prediction

KW - ICD-10

KW - k-NN

KW - Machine learning

KW - Mental disorders

KW - TF-IDF

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T3 - Advances in Intelligent Systems and Computing

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Morillo P, Ortega H, Chauca D, Proaño J, Vallejo-Huanga D, Cazares M. Psycho web: A machine learning platform for the diagnosis and classification of mental disorders. In Ayaz H, editor, Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019. Springer Verlag. 2020. p. 399-410. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-20473-0_39