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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 Role of Artificial Intelligence in Neuroimaging for Cognitive Research Description An account of the resource Artificial intelligence (AI)-based solutions are used in most of our daily activities. AI has been adapted and it has found various applications. Cognitive research is one area where AI has been applied to understand the hidden patterns in the data. Neuroimaging techniques investigate the neural basis of cognitive processes like perception, attention, memory, language, reasoning, decision-making, and problem-solving. The irregularities in the cognitive process lead to cognitive disabilities and diseases. Neuroimaging techniques, including magnetic resonance imaging (MRI), functional MRI (fMRI), electroencephalography (EEG), and positron emission tomography (PET), along with other data-gathering techniques, are studied to identify cognitive disorders. The imaging techniques generate large amounts of complex data. AI methods, including machine learning (ML), deep learning (DL), natural language processing (NLP), and computer vision, are applied and used to analyse and interpret the data generated by various imagining techniques. Numerous techniques have been designed, developed, and proposed to handle the neuroimaging data for cognitive research with the help of AI techniques. AI techniques include ML algorithms like decision trees, random forest, support vector machine (SVM), principal component analysis (PCA), and DL algorithms, including convolution neural networks (CNNs), long short-term memory (LSTM), and generative adversarial networks (GANs). Recent advancements in the field of neuroimages use AI techniques to preprocess, process, and analyse the data generated by various neuroimaging modalities. This chapter provides an in-depth analysis and summary of various AI techniques for processing neuroimages for cognitive disorders. 2024 selection and editorial matter, Anitha S. Pillai and Bindu Menon; individual chapters, the contributors. Creator An entity primarily responsible for making the resource Malviya M.; Joseph A.; Chandra J.; Pooja V. Source A related resource from which the described resource is derived Machine Learning and Deep Learning in Neuroimaging Data Analysis, pp. 91-108. Publisher An entity responsible for making the resource available CRC Press 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/10.1201/9781003264767-6" target="_blank" rel="noreferrer noopener">https://doi.org/10.1201/9781003264767-6</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195914752&amp;doi=10.1201%2F9781003264767-6&amp;partnerID=40&amp;md5=68237c2fcc2487fe35b19a5c00ee1aee" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195914752&amp;doi=10.1201%2f9781003264767-6&amp;partnerID=40&amp;md5=68237c2fcc2487fe35b19a5c00ee1aee</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-100381554-9; 978-103219068-6 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Malviya M., Christ University, Bangalore, India; Joseph A., Christ University, Pune, India; Chandra J., Christ University, Bangalore, India; Pooja V., Christ University, Bangalore, India