A recent study by the Indian Institute of Technology (IIT), Indore, has suggested that early diagnosis of Alzheimer's Disease (AD) is possible with advanced artificial intelligence (AI) techniques.

A recent study by the Indian Institute of Technology (IIT), Indore, has suggested that early diagnosis of Alzheimer's Disease (AD) is possible with advanced artificial intelligence (AI) techniques. The study, published in the Nature Mental Health journal, leverages advanced AI techniques to unlock new potentials in Alzheimer’s research, marking a significant advancement in understanding and diagnosing this challenging condition. The study was led by Professor M Tanveer of IIT Indore. The study not only highlights the transformative role of AI in advancing medical diagnostics but also emphasises the critical role of multidisciplinary expertise and international collaboration in tackling complex healthcare challenges. Alzheimer's is a devastating condition characterised by the progressive deterioration of cognitive abilities in the elderly population, presenting a major global health challenge. A look at ensemble deep learning The study provides an in-depth exploration of recent advancements in ensemble deep learning, delving into sophisticated design features, diversity, and the combination of different types of data, including neuroimaging and genetic information. Also read | Strong link found between Alzheimer's disease and intake of processed food: Study "Lately, ensemble deep learning has become popular for enhancing the performance and reliability of Alzheimer’s disease diagnosis," the study said. "Leveraging neuroimaging data obtained from advanced techniques such as magnetic resonance imaging (MRI) and positron emission tomography (PET), the researchers have meticulously reviewed sophisticated ensemble deep learning models in the manuscript," it added. 'Early diagnosis of Alzheimer's crucial' Professor Tanveer said that an accurate and early diagnosis of Alzheimer's disease is paramount for effective intervention and treatment planning. "Our research not only enhances diagnostic precision but also enriches our understanding of the intricate dynamics underlying AD,” said Tanveer. "Early and accurate diagnosis of Alzheimer’s is crucial. It allows for timely intervention, better management of the condition, and helps in planning appropriate treatments. Moreover, understanding the brain's dynamics through advanced AI techniques can significantly enhance the quality of life for patients and their families," the professor added. (With inputs from agencies)

IIT Indore study reveals early diagnosis of Alzheimer's possible with advanced AI techniques

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IIT Indore study reveals early diagnosis of Alzheimer's possible with advanced AI techniques