Revolutionizing Microbial Infection Diagnosis: The Role of Artificial Intelligence

سال انتشار: 1403
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 30

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شناسه ملی سند علمی:

JR_IJMM-18-2_001

تاریخ نمایه سازی: 23 خرداد 1403

چکیده مقاله:

Artificial intelligence (AI), described as computer algorithms that exhibit cognitive characteristics like learning abilities, now affecting our lives in many areas. In the medical field, AI-supported image analysis has already taken on a central role in pathology, radiology and dermatology. The policy of this review consisted of peer-reviewed literature annotated in the Web of Science, Scopus, PubMed and Google Scholar databases. Articles were reviewed that describe the use of AI to analyze images to diagnose infectious diseases. Digitization in healthcare is already having a profound impact on patients. It is expected that the development that has started will continue to gain momentum. Machine learning is fundamentally changing the way we interact with health-related data, including clinical microbiology and infectious disease data. We will likely transition from the Internet of Things environment to the Internet of Bodies with devices and providing detailed health data even in disease-free times. The focus of this study was to review current views on attempts to apply AI methods in daily practice, as well as to search for promising methods to diagnose infectious diseases in the most efficient way.

نویسندگان

Hadi Hossainpour

Department of Microbiology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran

Hassan Mahmoudi

Department of Microbiology, School of Medicine, Hamadan University of Medical Sciences, Hamadan, Iran

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  • Ghaderzadeh M, Hosseini A, Asadi F, Abolghasemi H, Bashash D, ...
  • Ghaderzadeh M, Asadi F, Ramezan Ghorbani N, Almasi S, Taami ...
  • Fasihfar Z, Rokhsati H, Sadeghsalehi H, Ghaderzadeh M, Gheisari M. ...
  • Gheisari M, Ghaderzadeh M, Li H, Taami T, Fernández-Campusano C, ...
  • Haenlein M, Kaplan A. Guest editorial to the special issue, ...
  • Silver D, Schrittwieser J, Simonyan K, Antonoglou I, Huang A, ...
  • Agrebi S, Larbi A. Use of artificial intelligence in infectious ...
  • Luo W, Nguyen T, Nichols M, Tran T, Rana S, ...
  • Abdulrazak A, Ibrahim Bitar Z, Ayesh Al-Shamali A, Ahmed Mobasher ...
  • Roeding F, Borner J, Kube M, Klages S, Reinhardt R, ...
  • Colubri A, Silver T, Fradet T, Retzepi K, Fry B, ...
  • Park JY, Kricka LJ. One hundred years of clinical laboratory ...
  • Delaney NF, Rojas Echenique JI, Marx CJ. Clarity: an open-source ...
  • Chapman T. Lab automation and robotics: Automation on the move. ...
  • Shaikh N, Shope TR, Hoberman A, Vigliotti A, Kurs-Lasky M, ...
  • Meraj M, Singh S, Johri P, Quasim MT, editors. An ...
  • Smith KP, Wang H, Durant TJ, Mathison BA, Sharp SE, ...
  • Miller MB, Atrzadeh F, Burnham C-AD, Cavalieri S, Dunn J, ...
  • Hamet P, Tremblay J. Artificial intelligence in medicine. Metabolism. ۲۰۱۷;۶۹:S۳۶-S۴۰ ...
  • Abdi J, Al-Hindawi A, Ng T, Vizcaychipi MP. Scoping review ...
  • Murphy M, Killen C, Burnham R, Sarvari F, Wu K, ...
  • Samorani M, Blount LG. Machine learning and medical appointment scheduling: ...
  • Bhandari M, Zeffiro T, Reddiboina M. Artificial intelligence and robotic ...
  • Moyle W, Arnautovska U, Ownsworth T, Jones C. Potential of ...
  • Lonner JH, Zangrilli J, Saini S. Emerging robotic technologies and ...
  • Huang S, Yang J, Fong S, Zhao Q. Artificial intelligence ...
  • Prados-Privado M, García Villalón J, Martínez-Martínez CH, Ivorra C, Prados-Frutos ...
  • Orhan K, Bayrakdar I, Ezhov M, Kravtsov A, Özyürek T. ...
  • Johari M, Esmaeili F, Andalib A, Garjani S, Saberkari H. ...
  • Aminoshariae A, Kulild J, Nagendrababu V. Artificial intelligence in endodontics: ...
  • Shu L-Q, Sun Y-K, Tan L-H, Shu Q, Chang AC. ...
  • Middleton B, Sittig D, Wright A. Clinical decision support: a ...
  • Sisodia DS, Pachori RB, Garg L. Handbook of research on ...
  • Chumbita M, Cillóniz C, Puerta-Alcalde P, Moreno-García E, Sanjuan G, ...
  • Schmidt-Erfurth U, Bogunovic H, Sadeghipour A, Schlegl T, Langs G, ...
  • Nicholson C. Artificial Intelligence (AI) vs. Machine Learning vs. Deep ...
  • Ferrucci D, Levas A, Bagchi S, Gondek D, Mueller ET. ...
  • Lamping F, Jack T, Rübsamen N, Sasse M, Beerbaum P, ...
  • Liang H, Tsui BY, Ni H, Valentim C, Baxter SL, ...
  • David L, Brata AM, Mogosan C, Pop C, Czako Z, ...
  • Couso I, Borgelt C, Hullermeier E, Kruse R. Fuzzy sets ...
  • Jordan MI, Mitchell TM. Machine learning: Trends, perspectives, and prospects. ...
  • Angermueller C, Pärnamaa T, Parts L, Stegle O. Deep learning ...
  • Ribeiro da Cunha B, Fonseca LP, Calado CR. Simultaneous elucidation ...
  • Hamamoto R, Suvarna K, Yamada M, Kobayashi K, Shinkai N, ...
  • Asada K, Kaneko S, Takasawa K, Machino H, Takahashi S, ...
  • Yasutomi S, Arakaki T, Matsuoka R, Sakai A, Komatsu R, ...
  • Jibril ML, Sharif US. Power of artificial intelligence to diagnose ...
  • Ford CA, Hurford IM, Cassat JE. Antivirulence strategies for the ...
  • Heymann DL. Data sharing and outbreaks: best practice exemplified. The ...
  • Gralinski LE, Menachery VD. Return of the Coronavirus: ۲۰۱۹-nCoV. Viruses. ...
  • Motamedi H, Ari MM, Dashtbin S, Fathollahi M, Hossainpour H, ...
  • Zhavoronkov A, Aladinskiy V, Zhebrak A, Zagribelnyy B, Terentiev V, ...
  • Organization WH. WHO recommendations to reduce risk of transmission of ...
  • Leo S, Cherkaoui A, Renzi G, Schrenzel J. Mini review: ...
  • Topol EJ. High-performance medicine: the convergence of human and artificial ...
  • Ruppé E, Schrenzel J. Messages from the second international conference ...
  • Bailey AL, Ledeboer N, Burnham C-AD. Clinical microbiology is growing ...
  • Kanaujia R, Biswal M, Angrup A, Ray P. Inhale, then ...
  • Cherkaoui A, Renzi G, Vuilleumier N, Schrenzel J. Copan WASPLab ...
  • Mutters NT, Hodiamont CJ, de Jong MD, Overmeijer HP, Van ...
  • Patel R. A moldy application of MALDI: MALDI-ToF mass spectrometry ...
  • Capanna F, Emonet S, Cherkaoui A, Irion O, Schrenzel J, ...
  • Cherkaoui A, Schrenzel J. Total Laboratory Automation for Rapid Detection ...
  • Rafeeq H, Zia MA, Hussain A, Safdar A, Bilal M, ...
  • Mahmoudi H, Moradi M. The Progress and Future of Artificial ...
  • Tran NK, Howard T, Walsh R, Pepper J, Loegering J, ...
  • Bibin D, Nair MS, Punitha P. Malaria parasite detection from ...
  • Mathison BA, Kohan JL, Walker JF, Smith RB, Ardon O, ...
  • Tice AM, Farag HA. Machine learning in microbiology: Finding the ...
  • Crawford JM, Shotorbani K, Sharma G, Crossey M, Kothari T, ...
  • Christenson RH, Snyder SR, Shaw CS, Derzon JH, Black RS, ...
  • Fanelli U, Pappalardo M, Chinè V, Gismondi P, Neglia C, ...
  • Deleger L, Molnar K, Savova G, Xia F, Lingren T, ...
  • Mani S, Ozdas A, Aliferis C, Varol HA, Chen Q, ...
  • Sánchez-Salmerón R, Gómez-Urquiza JL, Albendín-García L, Correa-Rodríguez M, Martos-Cabrera MB, ...
  • Liu W, Li M, Yi L. Identifying children with autism ...
  • Chen Y, Prentice C, Weaven S, Hsiao A. A systematic ...
  • van der Kamp A, Waterlander TJ, de Bel T, van ...
  • Desai SA, Mahitha G. Ayurnano: A Solution Towards Herbal Therapeutics ...
  • Patel SJ, Chamberlain DB, Chamberlain JM. A machine learning approach ...
  • Salazar BM, Balczewski EA, Ung CY, Zhu S. Neuroblastoma, a ...
  • Ramgopal S, Thome-Souza S, Jackson M, Kadish NE, Fernández IS, ...
  • Crippa A, Salvatore C, Perego P, Forti S, Nobile M, ...
  • Fanelli U, Chiné V, Pappalardo M, Gismondi P, Esposito S. ...
  • Ventola CL. The antibiotic resistance crisis: part ۱: causes and ...
  • Komorowski M, Celi LA, Badawi O, Gordon AC, Faisal AA. ...
  • Balogun OS, Olaleye SA, Moshin M, Haataja K, Gao X-Z, ...
  • Frøssing L, Hartvig Lindkaer Jensen T, Østrup Nielsen J, Hvidtfeldt ...
  • Wiens J, Shenoy ES. Machine learning for healthcare: on the ...
  • Savardi M, Ferrari A, Signoroni A. Automatic hemolysis identification on ...
  • Smith KP, Kang AD, Kirby JE. Automated interpretation of blood ...
  • Henry KE, Hager DN, Pronovost PJ, Saria S. A targeted ...
  • Bogle B, Balduino R, Wolk D, Farag H, Kethireddy S, ...
  • Guilamet MCV, Bernauer M, Micek ST, Kollef MH. Cluster analysis ...
  • Kaushal V, Gupta R. Role of Artificial Intelligence in Diagnosis ...
  • Mala R, Sood S, Kapil A, Gupta S, Singh N. ...
  • Smith KP, Kirby JE. Image analysis and artificial intelligence in ...
  • Cho S, Han B, Hur K, Mun JH. Perceptions and ...
  • Madeleine M, Patel N, Plasmeijer E, Engels E, Bouwes Bavinck ...
  • Gomolin A, Netchiporouk E, Gniadecki R, Litvinov IV. Artificial intelligence ...
  • Scull WR, Perkins MA, Carrier JW, Barber M. Community College ...
  • Lim SS, Ohn J, Mun J-H. Diagnosis of onychomycosis: from ...
  • Picek L, Šulc M, Matas J, Heilmann-Clausen J, Jeppesen TS, ...
  • Tahir MW, Zaidi NA, Rao AA, Blank R, Vellekoop MJ, ...
  • Van De Vooren J, Polder G, Van der Heijden G. ...
  • Zieliński B, Sroka-Oleksiak A, Rymarczyk D, Piekarczyk A, Brzychczy-Włoch M. ...
  • Fricker M, Boddy L, Bebber D. Network organisation of mycelial ...
  • Zhang J, Lu S, Wang X, Du X, Ni G, ...
  • Santosh K, Ghosh S, GhoshRoy D. Deep learning for covid-۱۹ ...
  • Arora N, Banerjee AK, Narasu ML. The role of artificial ...
  • Naaz S, Asghar A. Artificial intelligence, nano-technology and genomic medicine: ...
  • Gong H, Wang M, Zhang H, Elahe MF, Jin M. ...
  • Ghosal A, Gupta N, Nandi E, Somolu H. Biomedical Data ...
  • Huffman A, Ong E, Hur J, D’Mello A, Tettelin H, ...
  • Kumar N, Kharkwal N, Kohli R, Choudhary S, editors. Ethical ...
  • Briganti G, Le Moine O. Artificial intelligence in medicine: today ...
  • Naugler C, Church DL. Automation and artificial intelligence in the ...
  • Peiffer-Smadja N, Rawson TM, Ahmad R, Buchard A, Georgiou P, ...
  • Meraj SS, Yaakob R, Azman A, Rum SNM, Nazri ASA. ...
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