Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Brain Tumor Classification Using an Ensemble of Deep Learning Techniques Subject The topic of the resource Brain tumor; deep learning; ensemble; glioma; meningioma; MRI; pituitary Description An account of the resource The article reflects on the classification of brain tumors where several deep learning (DL) approaches are used. Both primary and secondary brain tumors reduce the patient's quality of life, and therefore, any sign of the tumor should be treated immediately for adequate response and survival rates. DL, especially in the diagnosis of brain tumors using MRI and CT scans, has applied its abilities to identify excellent patterns. The proposed ensemble framework begins with the image preprocessing of the brain MRI to enhance the quality of images. These images are then utilized to train seven DL models and all of these models recognize the features related to the tumor. There are four models which are General, Glioma, Meningioma, and Pituitary tumors or No Tumor model, which helps in reaching a joint profitable prediction and concentrating solely on the strength of the estimation and outcome. This is a significant improvement over all the individual models, attaining a 99. 43% accuracy. The data used in this research was gotten from Kaggle website and comprised of 7023 images belonging to four classes. Future work will focus on increasing the dataset size, investigating additional DL architectures, and enhancing real-Time detection to improve the accuracy of diagnostic scans and their overall relevance to clinical practice. 2013 IEEE. Creator An entity primarily responsible for making the resource Patro S.G.K.; Govil N.; Saxena S.; Kishore Mishra B.; Taha Zamani A.; Ben Miled A.; Parveen N.; Elshafie H.; Hamdan M. Source A related resource from which the described resource is derived IEEE Access, Vol-12, pp. 162094-162106. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ACCESS.2024.3485895" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCESS.2024.3485895</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208098560&amp;doi=10.1109%2FACCESS.2024.3485895&amp;partnerID=40&amp;md5=a40b0faf48f63117d0db9c94f405b08d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208098560&amp;doi=10.1109%2fACCESS.2024.3485895&amp;partnerID=40&amp;md5=a40b0faf48f63117d0db9c94f405b08d</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21693536 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Patro S.G.K., Woxsen University, School of Technology, Hyderabad, 502345, India; Govil N., GLA University, Department of Computer Engineering and Applications (CEA), Mathura, 281406, India; Saxena S., CHRIST University, Department of Computer Science, Bengaluru, 560074, India; Kishore Mishra B., NIST University, Department of Computer Science and Engineering, Berhampur, 761008, India; Taha Zamani A., Northern Border University, Department of Computer Science, Arar, 91431, Saudi Arabia; Ben Miled A., Northern Border University, Department of Computer Science, Arar, 91431, Saudi Arabia; Parveen N., Koneru Lakshmaiah Education Foundation, Department of Computer Science and Engineering, Guntur, 522302, India; Elshafie H., King Khalid University, College of Computer Science, Department of Computer Engineering, Abha, 61421, Saudi Arabia; Hamdan M., South East Technological University, Walton Institute for Information and Communication Systems Science, Waterford, X91 HE36, Ireland