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Accepted for/Published in: JMIR Mental Health

Date Submitted: Jul 13, 2022
Open Peer Review Period: Jul 13, 2022 - Sep 7, 2022
Date Accepted: Oct 4, 2022
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders

Loch A, Lopes-Rocha AC, Ara A, Gondim JM, Cecchi G, Corcoran CM, Mota NB, Argolo F

Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders

JMIR Ment Health 2022;9(11):e41014

DOI: 10.2196/41014

PMID: 36318266

PMCID: 9667377

Ethical implications on the use of language analysis technologies for the diagnosis and prediction of psychiatric disorders

  • Alexandre Loch; 
  • Ana Caroline Lopes-Rocha; 
  • Anderson Ara; 
  • João Medrado Gondim; 
  • Guillermo Cecchi; 
  • Cheryl Mary Corcoran; 
  • Natália Bezerra Mota; 
  • Felipe Argolo

ABSTRACT

Recent developments in artificial intelligence technologies have come up to a point where machine learning algorithms can infer mental status based on someone's photos and texts posted on social media. More than that, these algorithms are able to predict, with a reasonable degree of accuracy, future mental illness. They potentially represent an important advance in mental healthcare for preventive and early diagnosis initiatives, and for aiding professionals in the follow-up and prognosing of their patients. However, important issues call for major caution in the use of such technologies, namely privacy and the stigma related to mental disorders. In this article we discuss the bioethical implications of using such technologies to diagnose and to predict future mental illness, given the current scenario of swiftly growing technologies to analyze human language, and the online availability of personal information given by social media. We also suggest future directions to be taken to minimize the misuse of such important technologies.


 Citation

Please cite as:

Loch A, Lopes-Rocha AC, Ara A, Gondim JM, Cecchi G, Corcoran CM, Mota NB, Argolo F

Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders

JMIR Ment Health 2022;9(11):e41014

DOI: 10.2196/41014

PMID: 36318266

PMCID: 9667377

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