AIMC Topic: Sjogren's Syndrome

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Artificial neural network and deep learning in Sjögren's disease: where we are and where we are going.

Clinical and experimental rheumatology Dec 13, 2023
Neural Networks, Computer Deep Learning Sjogren's Syndrome Humans
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Raman spectroscopy combined with a support vector machine algorithm as a diagnostic technique for primary Sjögren's syndrome.

Scientific reports Mar 29, 2023
The aim of this study was to explore the feasibility of Raman spectroscopy combined with computer algorithms in the diagnosis of primary Sjögren syndrome (pSS). In this study, Raman spectra of 60 serum samples were acquired from 30 patients with pSS ...
Algorithms Spectrum Analysis, Raman Support Vector Machine Humans Principal Component Analysis Sjogren's Syndrome
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Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images.

Computers in biology and medicine Nov 26, 2020
Salivary gland ultrasonography (SGUS) has proven to be a promising tool for diagnosing various diseases manifesting with abnormalities in salivary glands (SGs), including primary Sjögren's syndrome (pSS). At present, the major obstacle for establishi...
Sjogren's Syndrome Humans Salivary Glands Reproducibility of Results Deep Learning Ultrasonography
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Usefulness of a deep learning system for diagnosing Sjögren's syndrome using ultrasonography images.

Dento maxillo facial radiology Dec 11, 2019
OBJECTIVES: We evaluated the diagnostic performance of a deep learning system for the detection of Sjögren's syndrome (SjS) in ultrasonography (US) images, and compared it with the performance of inexperienced radiologists.
Sjogren's Syndrome Deep Learning Submandibular Gland Humans Ultrasonography Parotid Gland
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Preliminary study on the application of deep learning system to diagnosis of Sjögren's syndrome on CT images.

Dento maxillo facial radiology May 22, 2019
OBJECTIVES: This study estimated the diagnostic performance of a deep learning system for detection of Sjögren's syndrome (SjS) on CT, and compared it with the performance of radiologists.
Sensitivity and Specificity Deep Learning Parotid Gland Humans Tomography, X-Ray Computed Sjogren's Syndrome
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Artificial neural networks help to identify disease subsets and to predict lymphoma in primary Sjögren's syndrome.

Clinical and experimental rheumatology Aug 14, 2018
OBJECTIVES: Primary Sjögren's syndrome (pSS) is a complex chronic systemic disorder, for which specific and effective therapeutic interventions are still lacking. In this era of precision medicine, there is a clear need for a better definition of dis...
Autoantibodies Data Mining Serologic Tests Predictive Value of Tests Principal Component Analysis Sjogren's Syndrome Middle Aged Disease Progression Severity of Illness Index Diagnosis, Computer-Assisted Lymphoma Diagnosis, Differential Risk Factors Aged Male Female Reproducibility of Results Humans Phenotype Neural Networks, Computer Biomarkers Decision Support Techniques Prognosis
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Pathogenesis-based treatments in primary Sjogren's syndrome using artificial intelligence and advanced machine learning techniques: a systematic literature review.

Human vaccines & immunotherapeutics Jun 28, 2018
Big data analysis has become a common way to extract information from complex and large datasets among most scientific domains. This approach is now used to study large cohorts of patients in medicine. This work is a review of publications that have ...
Humans Natural Language Processing Machine Learning Sjogren's Syndrome Data Analysis Databases, Bibliographic Big Data
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Characterizing Autoimmune Disease-associated Diffuse Large B-cell Lymphoma in a SEER-Medicare Cohort.

Clinical lymphoma, myeloma & leukemia Dec 2, 2017
BACKGROUND: Severe immune dysregulation such as seen in autoimmune (AI) disease is known to act as a significant risk factor for diffuse large B-cell lymphoma (DLBCL). However, little is known about the demographics or clinical outcomes of DLBCL that...
Autoimmune Diseases SEER Program Survival Analysis Lupus Erythematosus, Systemic Lymphoma, Large B-Cell, Diffuse Medicare Male Female Arthritis, Rheumatoid Comorbidity Sjogren's Syndrome Aged United States Humans Aged, 80 and over Antineoplastic Combined Chemotherapy Protocols Retrospective Studies
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Marginal zone lymphoma: Associated autoimmunity and auto-immune disorders.

Best practice & research. Clinical haematology Nov 5, 2016
Large epidemiological studies have shown a consistent increased risk for developing lymphoma in the setting of autoimmune disorders (AID). It is known that this link appears to be stronger for some AID and certain non-Hodgkin lymphoma subtypes e.g. S...
Hashimoto Disease Humans Sjogren's Syndrome Autoimmunity Lymphoma, B-Cell, Marginal Zone
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Evaluation of minor labial salivary gland focus score in Sjögren's disease using deep learning: a tool for more efficient diagnosis and future tissue biomarker discovery.

Journal of autoimmunity May 1, 2025
BACKGROUND: Sjögren's Disease (SjD) is histopathologically characterized by focal sialadenitis in minor labial salivary gland biopsies (mLSGB), which is evaluated by utilizing the focus score (FS). Focus score ≥1 identification is a critical step of ...
Middle Aged Deep Learning Biopsy Sjogren's Syndrome Salivary Glands, Minor Female Adult Male Humans Biomarkers
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