Precision meets generalization: Enhancing brain tumor classification via pretrained DenseNet with global average pooling and hyperparameter tuning

• Najam Aziz ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: najam.aziz@uetpeshawar.edu.pk

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology(UET), Peshawar, Khyber Pakhtunkhwa, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology, Peshawar, Khyber Pakhtunkhwa, Pakistan

  https://orcid.org/0000-0001-5106-4168

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• Nasru Minallah,

  Roles Conceptualization, Data curation, Formal analysis, Software, Supervision, Validation, Writing – review & editing

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology(UET), Peshawar, Khyber Pakhtunkhwa, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology, Peshawar, Khyber Pakhtunkhwa, Pakistan

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• Jaroslav Frnda,

  Roles Funding acquisition, Project administration, Supervision, Validation

  Affiliations Department of Quantitative Methods and Economic Informatics, Faculty of Operation and Economics of Transport and Communication, University of Zilina, Zilina, Slovakia, Department of Telecommunications, Faculty of Electrical Engineering and Computer Science, VSB - Technical University, Ostrava-Poruba, Czechia

  https://orcid.org/0000-0001-6065-3087

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• Madiha Sher,

  Roles Data curation, Formal analysis, Project administration, Software, Validation, Visualization, Writing – review & editing

  Affiliation Department of Computer Systems Engineering, University of Engineering and Technology(UET), Peshawar, Khyber Pakhtunkhwa, Pakistan

  https://orcid.org/0000-0002-4084-422X

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• Muhammad Zeeshan,

  Roles Data curation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology, Peshawar, Khyber Pakhtunkhwa, Pakistan

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• Amara Haroon Durrani

  Roles Data curation, Resources, Validation, Writing – review & editing

  Affiliation Department of Radiology, Hayatabad Medical Complex, Peshawar, Pakistan

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