Utilising Artificial Intelligence (AI) in the Diagnosis of Psychiatric Disorders: A Narrative Review

被引:0
|
作者
Khare, Mansi [1 ,3 ]
Acharya, Sourya [1 ]
Shukla, Samarth [2 ]
Harshita [1 ]
Sachdev, Ankita [1 ]
机构
[1] Datta Meghe Inst Med Sci, Dept Med, Wardha, Maharashtra, India
[2] Datta Meghe Inst Med Sci, Dept Pathol, Wardha, Maharashtra, India
[3] Datta Meghe Inst Med Sci, Wardha 442001, Maharashtra, India
关键词
Bipolar; Mental; Neuroimaging; Robotics; Schizophrenia; MACHINE; PREDICTION; BIOMARKERS; PSYCHOSIS;
D O I
10.7860/JCDR/2023/61698.19249
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
In the era of machinery, Artificial Intelligence (AI) has become the new tool for managing patients in psychiatry. Nowadays, many psychiatric disorders are being diagnosed and treated with the help of AI. New technologies like Machine Learning (ML), robots, Deep Learning (DL), and sensor -based systems provide a different perspective on psychiatric disorders. The present narrative review article summarised the use of AI in diagnosing and treating psychiatric disorders. AI can assist a patients with a psychiatric diseases in prognosis, clinical diagnosis, management therapy, and addressing clinical and technological issues. It highlights various AI methods used in mental healthcare, with a focus on multiple ML perspectives. Additionally, AI has the potential to address several factors, including privacy, transparency, bias, and other social and ethical considerations. The aim of the present review was to redefine mental disorders more objectively, personalise treatments, facilitate early diagnosis, and provide patients with more choices in their care. Through the present article, author aimed to highlight the use of AI in the diagnosis of various psychiatric disorders such as depression, schizophrenia, bipolar disorder, Autism Spectrum Disorder (ASD), and Alzheimer's Disease (AD).
引用
收藏
页码:OE1 / OE5
页数:5
相关论文
共 50 条
  • [31] Artificial Intelligence in Dentistry-Narrative Review
    Ossowska, Agata
    Kusiak, Aida
    Swietlik, Dariusz
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (06)
  • [32] Epigenetic Basis of Psychiatric Disorders: A Narrative Review
    Panariello, Fabio
    Fanelli, Giuseppe
    Fabbri, Chiara
    Atti, Anna Rita
    De Ronchi, Diana
    Serretti, Alessandro
    [J]. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS, 2022, 21 (04) : 302 - 315
  • [33] Use of artificial intelligence in ophthalmology: a narrative review
    Dos Santos Martins, Thiago Goncalves
    Schor, Paulo
    Arneiro Mendes, Luis Guilherme
    Fowler, Susan
    Silva, Rufino
    [J]. SAO PAULO MEDICAL JOURNAL, 2022, 140 (06): : 837 - 845
  • [34] Artificial intelligence and opioid use: a narrative review
    Gadhia, Seema
    Richards, Georgia C.
    Marriott, Tracey
    Rose, James
    [J]. BMJ INNOVATIONS, 2023, 9 (02) : 78 - 96
  • [35] Artificial intelligence in thoracic surgery: a narrative review
    Bellini, Valentina
    Valente, Marina
    Del Rio, Paolo
    Bignami, Elena
    [J]. JOURNAL OF THORACIC DISEASE, 2021, 13 (12) : 6963 - 6975
  • [36] Usage of Artificial Intelligence in Pharmacy: A Narrative Review
    Gosselin, Laura
    Thibault, Maxime
    Lebel, Denis
    Bussieres, Jean-Francois
    [J]. CANADIAN JOURNAL OF HOSPITAL PHARMACY, 2021, 74 (02): : 135 - 143
  • [37] Role of artificial intelligence in defibrillators: a narrative review
    Brown, Grace
    Conway, Samuel
    Ahmad, Mahmood
    Adegbie, Divine
    Patel, Nishil
    Myneni, Vidushi
    Alradhawi, Mohammad
    Kumar, Niraj
    Obaid, Daniel R.
    Pimenta, Dominic
    Bray, Jonathan J. H.
    [J]. OPEN HEART, 2022, 9 (02):
  • [38] A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease
    S. Saravanan
    Kannan Ramkumar
    K. Adalarasu
    Venkatesh Sivanandam
    S. Rakesh Kumar
    S. Stalin
    Rengarajan Amirtharajan
    [J]. Archives of Computational Methods in Engineering, 2022, 29 : 3639 - 3653
  • [39] A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson's Disease
    Saravanan, S.
    Ramkumar, Kannan
    Adalarasu, K.
    Sivanandam, Venkatesh
    Kumar, S. Rakesh
    Stalin, S.
    Amirtharajan, Rengarajan
    [J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2022, 29 (06) : 3639 - 3653
  • [40] Artificial Intelligence (AI) for Early Diagnosis of Retinal Diseases
    Parmar, Uday Pratap Singh
    Surico, Pier Luigi
    Singh, Rohan Bir
    Romano, Francesco
    Salati, Carlo
    Spadea, Leopoldo
    Musa, Mutali
    Gagliano, Caterina
    Mori, Tommaso
    Zeppieri, Marco
    [J]. MEDICINA-LITHUANIA, 2024, 60 (04):