Harnessing machine learning potential for personalised drug design and overcoming drug resistance

MA Hakami - Journal of Drug Targeting, 2024 - Taylor & Francis
Drug resistance in cancer treatment presents a significant challenge, necessitating
innovative approaches to improve therapeutic efficacy. Integrating machine learning (ML) in …

ChatGPT and autoimmunity–A new weapon in the battlefield of knowledge

M Darkhabani, MA Alrifaai, A Elsalti, YM Dvir… - Autoimmunity …, 2023 - Elsevier
The field of medical research has been always full of innovation and huge leaps
revolutionizing the scientific world. In the recent years, we have witnessed this firsthand by …

Platelets-related signature based diagnostic model in rheumatoid arthritis using WGCNA and machine learning

Y Liu, H Jiang, T Kang, X Shi, X Liu, C Li… - Frontiers in …, 2023 - frontiersin.org
Background and aim Rheumatoid arthritis (RA) is an autoinflammatory disease that may
lead to severe disability. The diagnosis of RA is limited due to the need for biomarkers with …

Unleashing the power of advanced technologies for revolutionary medical imaging: pioneering the healthcare frontier with artificial intelligence

AS Chauhan, R Singh, N Priyadarshi, B Twala… - Discover Artificial …, 2024 - Springer
This study explores the practical applications of artificial intelligence (AI) in medical imaging,
focusing on machine learning classifiers and deep learning models. The aim is to improve …

[HTML][HTML] Decoding applications of artificial intelligence in rheumatology

S Chinnadurai, S Mahadevan, B Navaneethakrishnan… - Cureus, 2023 - ncbi.nlm.nih.gov
Artificial intelligence (AI) is not a newcomer in medicine. It has been employed for image
analysis, disease diagnosis, drug discovery, and improving overall patient care. ChatGPT …

A stepwise approach to analyzing musculoskeletal imaging data with artificial intelligence

JP Mickley, AF Grove, P Rouzrokh… - Arthritis Care & …, 2024 - Wiley Online Library
The digitization of medical records and expanding electronic health records has created an
era of “Big Data” with an abundance of available information ranging from clinical notes to …

[HTML][HTML] AI and Deep Learning in Understanding the Etiology and Pathogenesis of Autoimmune Diseases

A Rigi, K Harati, M Abbaspour, SF Fattahpour… - Kindle, 2024 - preferpub.org
Autoimmune diseases arise when the immune system mistakenly attacks the body's own
tissues, leading to chronic inflammation and organ damage. These disorders are complex …

Revolutionizing rheumatoid arthritis treatment with emerging cutaneous drug delivery systems: overcoming the challenges and paving the way forward

S Priya, KK Jain, J Daryani, VM Desai, H Kathuria… - Nanoscale, 2025 - pubs.rsc.org
Rheumatoid arthritis (RA) is a chronic inflammatory disorder of the articulating joints. Though
considerable progress has been made in understanding the disease in the past 50 years, its …

Implementation of artificial intelligence models in magnetic resonance imaging with focus on diagnosis of rheumatoid arthritis and axial spondyloarthritis: narrative …

AI Nicoara, LM Sas, CE Bita, SC Dinescu… - Frontiers in …, 2023 - frontiersin.org
Early diagnosis in rheumatoid arthritis (RA) and axial spondyloarthritis (axSpA) is essential
to initiate timely interventions, such as medication and lifestyle changes, preventing …

An AI Approach to Identifying Novel Therapeutics for Rheumatoid Arthritis

JR Rajan, S McDonald, AJ Bjourson, SD Zhang… - Journal of Personalized …, 2023 - mdpi.com
Rheumatoid arthritis (RA) is a chronic autoimmune disorder that has a significant impact on
quality of life and work capacity. Treatment of RA aims to control inflammation and alleviate …