Integrated evaluation of rapid diagnostic testing, genotypic-phenotypic resistance profiling, and AI-Assisted prediction models for antimicrobial stewardship and clinical outcomes in a resource-limited setting

• Muhammad Hammad ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: mhhammad497@gmail.com

  Affiliations Department of Community Health Sciences, Sohail University, Karachi, Pakistan, Shifa College of Pharmaceutical Sciences, Shifa Tameer-e- Millat University, Islamabad, Pakistan

  https://orcid.org/0000-0001-8894-3692

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• Rasikh Arif,

  Roles Data curation, Formal analysis, Investigation, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation School of Public Health, AI-Shifa Eye Trust Hospital, Rawalpindi, Pakistan

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• Sadaf Fardoos,

  Roles Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Pharmaceutical Sciences, Riphah International University, Islamabad, Pakistan

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• Khadija Shakoor,

  Roles Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation MBBS Student, HBS Medical and Dental College, Islamabad, Pakistan

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• Ali Nasir

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Pharmacology, Ziauddin University & Hospital, Karachi, Pakistan

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