Statistical methodology;
information technologies;
ethics;
individual psychotherapy;
service users;
DEPRESSION;
D O I:
10.1192/bjp.2022.132
中图分类号:
R749 [精神病学];
学科分类号:
100205 ;
摘要:
Recently, there has been growing interest in artificial intelligence (AI) to improve efficiency and personalisation of mental health services. So far, the progress has been slow, however, advancements in deep learning may change this. This paper discusses the role for AI in psychiatry, in particular (a) diagnosis tools, (b) monitoring of symptoms, and (c) delivering personalised treatment recommendations. Finally, I discuss ethical concerns and technological limitations.
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USA
Yale New Haven Hosp, Ctr Outcomes Res & Evaluat, 20 York St, New Haven, CT 06504 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Chekroud, Adam Mourad
;
Zotti, Ryan Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Capital One, Mclean, VA USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Zotti, Ryan Joseph
;
Shehzad, Zarrar
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Shehzad, Zarrar
;
Gueorguieva, Ralitza
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Biostat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Gueorguieva, Ralitza
;
Johnson, Marcia K.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Johnson, Marcia K.
;
Trivedi, Madhukar H.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern, Dept Psychiat, Dallas, TX USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Trivedi, Madhukar H.
;
Cannon, Tyrone D.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USA
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Cannon, Tyrone D.
;
Krystal, John Harrison
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Krystal, John Harrison
;
Corlett, Philip Robert
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
机构:
Univ New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
NICTA, ATP Res Lab, Eveleigh, NSW, AustraliaUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Cummins, Nicholas
;
Scherer, Stefan
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Inst Creat Technol, Playa Vista, CA 90094 USAUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Scherer, Stefan
;
Krajewski, Jarek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wuppertal, Expt Ind Psychol, Wuppertal, Germany
Rhenish Univ Appl Sci, Ind Psychol, Cologne, GermanyUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Krajewski, Jarek
;
Schnieder, Sebastian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wuppertal, Expt Ind Psychol, Wuppertal, Germany
Rhenish Univ Appl Sci, Ind Psychol, Cologne, GermanyUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Schnieder, Sebastian
;
Epps, Julien
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
NICTA, ATP Res Lab, Eveleigh, NSW, AustraliaUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Epps, Julien
;
Quatieri, Thomas F.
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Lincoln Lab, Lexington, MA 02421 USAUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
机构:
Birmingham & Solihull Mental Hlth NHS Fdn Trust, Birmingham, W Midlands, England
Aston Univ, Aston Med Sch, Aston, EnglandKoa Hlth, Barcelona, Spain
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Graham, Sarah
;
Depp, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
VA San Diego Healthcare Syst, San Diego, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Depp, Colin
;
Lee, Ellen E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
VA San Diego Healthcare Syst, San Diego, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Lee, Ellen E.
;
Nebeker, Camille
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif La Jolla, Dept Family Med & Publ Hlth, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Nebeker, Camille
;
Tu, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Tu, Xin
;
Kim, Ho-Cheol
论文数: 0引用数: 0
h-index: 0
机构:
IBM Res Almaden, Scalable Knowledge Intelligence, San Jose, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Kim, Ho-Cheol
;
Jeste, Dilip V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
Univ Calif La Jolla, Dept Neurosci, La Jolla, CA USA
Univ Calif San Diego, 9500 Gilman Dr,Mail Code 0664, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USA
Yale New Haven Hosp, Ctr Outcomes Res & Evaluat, 20 York St, New Haven, CT 06504 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Chekroud, Adam Mourad
;
Zotti, Ryan Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Capital One, Mclean, VA USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Zotti, Ryan Joseph
;
Shehzad, Zarrar
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Shehzad, Zarrar
;
Gueorguieva, Ralitza
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Biostat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Gueorguieva, Ralitza
;
Johnson, Marcia K.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Johnson, Marcia K.
;
Trivedi, Madhukar H.
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern, Dept Psychiat, Dallas, TX USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Trivedi, Madhukar H.
;
Cannon, Tyrone D.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychol, New Haven, CT 06511 USA
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Cannon, Tyrone D.
;
Krystal, John Harrison
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
Krystal, John Harrison
;
Corlett, Philip Robert
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Dept Psychiat, New Haven, CT 06511 USAYale Univ, Dept Psychol, New Haven, CT 06511 USA
机构:
Univ New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
NICTA, ATP Res Lab, Eveleigh, NSW, AustraliaUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Cummins, Nicholas
;
Scherer, Stefan
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Inst Creat Technol, Playa Vista, CA 90094 USAUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Scherer, Stefan
;
Krajewski, Jarek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wuppertal, Expt Ind Psychol, Wuppertal, Germany
Rhenish Univ Appl Sci, Ind Psychol, Cologne, GermanyUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Krajewski, Jarek
;
Schnieder, Sebastian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wuppertal, Expt Ind Psychol, Wuppertal, Germany
Rhenish Univ Appl Sci, Ind Psychol, Cologne, GermanyUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Schnieder, Sebastian
;
Epps, Julien
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
NICTA, ATP Res Lab, Eveleigh, NSW, AustraliaUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
Epps, Julien
;
Quatieri, Thomas F.
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Lincoln Lab, Lexington, MA 02421 USAUniv New S Wales, Sch Elec Eng & Telecomm, Sydney, NSW, Australia
机构:
Birmingham & Solihull Mental Hlth NHS Fdn Trust, Birmingham, W Midlands, England
Aston Univ, Aston Med Sch, Aston, EnglandKoa Hlth, Barcelona, Spain
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Graham, Sarah
;
Depp, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
VA San Diego Healthcare Syst, San Diego, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Depp, Colin
;
Lee, Ellen E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
VA San Diego Healthcare Syst, San Diego, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Lee, Ellen E.
;
Nebeker, Camille
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif La Jolla, Dept Family Med & Publ Hlth, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Nebeker, Camille
;
Tu, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Tu, Xin
;
Kim, Ho-Cheol
论文数: 0引用数: 0
h-index: 0
机构:
IBM Res Almaden, Scalable Knowledge Intelligence, San Jose, CA USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Kim, Ho-Cheol
;
Jeste, Dilip V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
Univ Calif La Jolla, Sam & Rose Stein Inst Res Aging, La Jolla, CA USA
Univ Calif La Jolla, Dept Neurosci, La Jolla, CA USA
Univ Calif San Diego, 9500 Gilman Dr,Mail Code 0664, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA