AIMC Topic: Autoimmune Diseases
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Machine learning for precision diagnostics of autoimmunity.
Scientific reports
Nov 13, 2024
Early and accurate diagnosis is crucial to prevent disease development and define therapeutic strategies. Due to predominantly unspecific symptoms, diagnosis of autoimmune diseases (AID) is notoriously challenging. Clinical decision support systems (...
A novel endoscopic artificial intelligence system to assist in the diagnosis of autoimmune gastritis: a multicenter study.
Endoscopy
Oct 24, 2024
BACKGROUND:  Autoimmune gastritis (AIG), distinct from Helicobacter pylori-associated atrophic gastritis (HpAG), is underdiagnosed due to limited awareness. This multicenter study aimed to develop a novel endoscopic artificial intelligence (AI) syste...
Artificial intelligence for predicting treatment responses in autoimmune rheumatic diseases: advancements, challenges, and future perspectives.
Frontiers in immunology
Oct 22, 2024
Autoimmune rheumatic diseases (ARD) present a significant global health challenge characterized by a rising prevalence. These highly heterogeneous diseases involve complex pathophysiological mechanisms, leading to variable treatment efficacies across...
Predicting autoimmune diseases: A comprehensive review of classic biomarkers and advances in artificial intelligence.
Autoimmunity reviews
Aug 28, 2024
Autoimmune diseases comprise a spectrum of disorders characterized by the dysregulation of immune tolerance, resulting in tissue or organ damage and inflammation. Their prevalence has been on the rise, significantly impacting patients' quality of lif...
Artificial intelligence in autoimmune bullous dermatoses.
Clinics in dermatology
Jun 22, 2024
Dermatologists treating patients with autoimmune bullous dermatoses (AIBDs), as well as the patients themselves, encounter challenges at every stage of their interaction, including dermatologic and comorbidities assessment, diagnosis, prognosis evalu...
Machine learning and artificial intelligence within pediatric autoimmune diseases: applications, challenges, future perspective.
Expert review of clinical immunology
Jun 14, 2024
INTRODUCTION: Autoimmune disorders affect 4.5% to 9.4% of children, significantly reducing their quality of life. The diagnosis and prognosis of autoimmune diseases are uncertain because of the variety of onset and development. Machine learning can i...
Machine-learning-based models assist the prediction of pulmonary embolism in autoimmune diseases: A retrospective, multicenter study.
Chinese medical journal
Jun 12, 2024
BACKGROUND: Pulmonary embolism (PE) is a severe and acute cardiovascular syndrome with high mortality among patients with autoimmune inflammatory rheumatic diseases (AIIRDs). Accurate prediction and timely intervention play a pivotal role in enhancin...
[Artificial intelligence-driven drug development against autoimmune diseases].
Medecine sciences : M/S
May 31, 2024
Microglial mediators in autoimmune Uveitis: Bridging neuroprotection and neurotoxicity.
International immunopharmacology
May 29, 2024
Autoimmune uveitis, a severe inflammatory condition of the eye, poses significant challenges due to its complex pathophysiology and the critical balance between protective and detrimental immune responses. Central to this balance are microglia, the r...
Machine learning techniques for prediction in pregnancy complicated by autoimmune rheumatic diseases: Applications and challenges.
International immunopharmacology
May 11, 2024
Autoimmune rheumatic diseases are chronic conditions affecting multiple systems and often occurring in young women of childbearing age. The diseases and the physiological characteristics of pregnancy significantly impact maternal-fetal health and pre...
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