Machine learning techniques for personalised medicine approaches in immune-mediated chronic inflammatory diseases: applications and challenges
In the past decade, the emergence of machine learning (ML) applications has led to
significant advances towards implementation of personalised medicine approaches for …
significant advances towards implementation of personalised medicine approaches for …
The promise of precision medicine in rheumatology
Systemic autoimmune rheumatic diseases (SARDs) exhibit extensive heterogeneity in
clinical presentation, disease course, and treatment response. Therefore, precision …
clinical presentation, disease course, and treatment response. Therefore, precision …
Signatures of GVHD and relapse after posttransplant cyclophosphamide revealed by immune profiling and machine learning
The key immunologic signatures associated with clinical outcomes after posttransplant
cyclophosphamide (PTCy)-based HLA-haploidentical (haplo) and HLA-matched bone …
cyclophosphamide (PTCy)-based HLA-haploidentical (haplo) and HLA-matched bone …
Precision medicine in systemic lupus erythematosus
S Fasano, A Milone, GF Nicoletti, DA Isenberg… - Nature Reviews …, 2023 - nature.com
Systemic lupus erythematosus (SLE) is an autoimmune disease that has diverse clinical
manifestations, ranging from restricted cutaneous involvement to life-threatening systemic …
manifestations, ranging from restricted cutaneous involvement to life-threatening systemic …
An introduction to machine learning and analysis of its use in rheumatic diseases
Abstract Machine learning (ML) is a computerized analytical technique that is being
increasingly employed in biomedicine. ML often provides an advantage over explicitly …
increasingly employed in biomedicine. ML often provides an advantage over explicitly …
The impact of artificial intelligence in the odyssey of rare diseases
Emerging machine learning (ML) technologies have the potential to significantly improve the
research and treatment of rare diseases, which constitute a vast set of diseases that affect a …
research and treatment of rare diseases, which constitute a vast set of diseases that affect a …
Investigating sex differences in T regulatory cells from cisgender and transgender healthy individuals and patients with autoimmune inflammatory disease: a cross …
Background Sexual dimorphisms, which vary depending on age group and pubertal status,
have been described across both the innate and adaptive immune system. We explored the …
have been described across both the innate and adaptive immune system. We explored the …
Lupus nephritis risk factors and biomarkers: An update
Y Renaudineau, W Brooks, J Belliere - International Journal of Molecular …, 2023 - mdpi.com
Lupus nephritis (LN) represents the most severe organ manifestation of systemic lupus
erythematosus (SLE) in terms of morbidity and mortality. To reduce these risks, tremendous …
erythematosus (SLE) in terms of morbidity and mortality. To reduce these risks, tremendous …
[HTML][HTML] COVID-19 and systemic lupus erythematosus: a case series
Y Gartshteyn, AD Askanase, NM Schmidt… - The Lancet …, 2020 - ncbi.nlm.nih.gov
The COVID-19 pandemic has spread across New York City, NY, USA, affecting more than
150 000 of its 8· 5 million inhabitants as of April 26, 2020. 1 Severe illness resulting in …
150 000 of its 8· 5 million inhabitants as of April 26, 2020. 1 Severe illness resulting in …
A study of the recent trends of immunology: Key challenges, domains, applications, datasets, and future directions
The human immune system is very complex. Understanding it traditionally required
specialized knowledge and expertise along with years of study. However, in recent times …
specialized knowledge and expertise along with years of study. However, in recent times …