Search Results - "Zulqarnain, Fatima"
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Identifying metabolic shifts in Crohn's disease using 'omics-driven contextualized computational metabolic network models
Published in Scientific reports (05-01-2023)“…Crohn's disease (CD) is a chronic inflammatory disease of the gastrointestinal tract. A clear gap in our existing CD diagnostics and current disease management…”
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Machine-learning-based integrative –‘omics analyses reveal immunologic and metabolic dysregulation in environmental enteric dysfunction
Published in iScience (21-06-2024)“…Environmental enteric dysfunction (EED) is a subclinical enteropathy challenging to diagnose due to an overlap of tissue features with other inflammatory…”
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Prediction of response to anti-TNFα using integrative computational approaches in Crohn’s disease—Needle in a haystack or a promising biomarker?
Published in Cell reports. Medicine (20-02-2024)“…In the January issue of Cell Reports Medicine, Gerassy-Vainberg et al.1 demonstrate the utility of integrative methods to reveal molecular mechanisms…”
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Machine and deep learning in inflammatory bowel disease
Published in Current opinion in gastroenterology (04-05-2023)Get full text
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Machine and deep learning in inflammatory bowel disease
Published in Current opinion in gastroenterology (01-07-2023)“…The Management of inflammatory bowel disease (IBD) has evolved with the introduction and widespread adoption of biologic agents; however, the advent of…”
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Tu2007 WHAT IS NORMAL? CHARACTERIZATION OF VARIATIONS IN CONTROL DUODENAL BIOPSIES BY MACHINE LEARNING IMAGE ANALYSIS
Published in Gastroenterology (New York, N.Y. 1943) (01-05-2023)Get full text
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Challenges in IBD Research 2024: Precision Medicine
Published in Inflammatory bowel diseases (23-05-2024)“…Precision medicine is part of 5 focus areas of the Challenges in IBD Research 2024 research document, which also includes preclinical human IBD mechanisms,…”
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Quantitative Morphometry and Machine Learning Model to Explore Duodenal and Rectal Mucosal Tissue of Children with Environmental Enteric Dysfunction
Published in The American journal of tropical medicine and hygiene (05-04-2023)“…Environmental enteric dysfunction (EED) is a subclinical enteropathy prevalent in resource-limited settings, hypothesized to be a consequence of chronic…”
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Association of Anti-Rotavirus IgA Seroconversion with Growth, Environmental Enteric Dysfunction and Enteropathogens in Rural Pakistani Infants
Published in Vaccine (31-05-2022)“…The underperformance of oral vaccines in children of low- and middle-income countries is partly attributable to underlying environmental enteric dysfunction…”
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Distance from Healthcare Facilities Is Associated with Increased Morbidity of Acute Infection in Pediatric Patients in Matiari, Pakistan
Published in International journal of environmental research and public health (07-11-2021)“…The relationship between environmental factors and child health is not well understood in rural Pakistan. This study characterized the environmental factors…”
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Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01-07-2022)“…Advancements in deep learning techniques have proved useful in biomedical image segmentation. However, the large amount of unlabeled data inherent in…”
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Deep Learning for Predicting Pediatric Crohn's Disease Using Histopathological Imaging
Published in 2022 Systems and Information Engineering Design Symposium (SIEDS) (28-04-2022)“…The current gold standard for Crohn's disease diagnosis involves the examination of biopsied tissue by a trained physician. However, endoscopic images and…”
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Conference Proceeding