Artificial Intelligence in Cancer: A SWOT Analysis

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dc.contributor.authorTorkay, Gülşah
dc.contributor.authorFadlallah, Nouran
dc.contributor.authorKaragöz, Ahmet
dc.contributor.authorCanlı, Mesut
dc.contributor.authorSaydam, Ezgi
dc.contributor.authorMete, Ayşenur
dc.contributor.authorKızılışık, Furkan
dc.date.accessioned2025-03-15T05:22:21Z
dc.date.available2025-03-15T05:22:21Z
dc.date.issued2024
dc.departmentBilgi Üniversitesi
dc.description.abstractCancer, a collection of maladies that has undergone extensive examination over centuries, remains a formidable challenge. Despite the array of available pharmacological and therapeutic interventions, the intricate molecular dynamics and heterogeneity of cancer continue to challenge the scientific community. Artificial Intelligence (AI) emerges as a promising avenue, offering the potential for expedited, precise diagnostics devoid of human expertise. Additionally, AI facilitates the tailoring of patient-specific therapeutic strategies targeting various facets of cancer, spanning macroscopic to microscopic levels. Nonetheless, it is imperative to scrutinize the potential benefits and limitations of AI technologies in this context. This review undertakes a comprehensive Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis of AI's application in cancer. An extensive compilation of AI applications encompasses predictive modeling, diagnostic capabilities, prognostic assessments, and personalized therapeutic modalities, spanning genomic analyses to individualized treatment regimens. The synthesis of evidence suggests that the advantages of AI outweigh its drawbacks; nevertheless, obstacles to its widespread integration persist.
dc.identifier.doi10.61969/jai.1469589
dc.identifier.endpage137
dc.identifier.issn3023-4018
dc.identifier.issue1
dc.identifier.startpage107
dc.identifier.urihttps://doi.org/10.61969/jai.1469589
dc.identifier.urihttps://hdl.handle.net/11411/9426
dc.identifier.volume8
dc.language.isoen
dc.publisherİzmir Academy Association
dc.relation.ispartofJournal of AI
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_DergiPark_20250339
dc.subjectArtificial intelligence
dc.subjectcancer
dc.subjectdeep learning
dc.subjectmachine learning
dc.subjectprecision oncology
dc.subjectSWOT analysis
dc.titleArtificial Intelligence in Cancer: A SWOT Analysis
dc.typeReview Article

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