A Non-Frequently Considered Diagnosis of Dysphagia; Eosinophilic Esophagitis
Güncel Pediatri, 2015 Eosinophilic Esophagitis is infiltration of esophagus mucosa by eosinophil leucocyte. It is rarely observed in children and the symptoms are similar to gastroesophageal reflux. This case, which was applied esophagus balloon dilatation in the pediatric
Mehmet Ağın +2 more
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Uncertainty Quantification for Eosinophil Segmentation [PDF]
arXiv, 2023 Eosinophilic Esophagitis (EoE) is an allergic condition increasing in prevalence. To diagnose EoE, pathologists must find 15 or more eosinophils within a single high-power field (400X magnification). Determining whether or not a patient has EoE can be an arduous process and any medical imaging approaches used to assist diagnosis must consider both ...
arxiv
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics [PDF]
arXiv, 2021 Background. Eosinophilic esophagitis (EoE) is an allergic inflammatory condition of the esophagus associated with elevated numbers of eosinophils. Disease diagnosis and monitoring requires determining the concentration of eosinophils in esophageal biopsies, a time-consuming, tedious and somewhat subjective task currently performed by pathologists ...
arxiv
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features [PDF]
arXiv, 2021 Goal: Eosinophilic esophagitis (EoE) is an allergic inflammatory condition characterized by eosinophil accumulation in the esophageal mucosa. EoE diagnosis includes a manual assessment of eosinophil levels in mucosal biopsies - a time-consuming, laborious task that is difficult to standardize. One of the main challenges in automating this process, like
arxiv
Eosinophilic cholecystitis: a rare cause of acute cholecystitis ‘case report’
Al-Azhar Assiut Medical Journal, 2019 We report two cases of eosinophilic acute cholecystitis in two male patients aged 43 and 20 years without peripheral eosinophilia.
Abdulkarim Hasan, Khalid Nafie
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Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis [PDF]
arXiv, 2023 Eosinophilic Esophagitis (EoE) is a chronic, immune/antigen-mediated esophageal disease, characterized by symptoms related to esophageal dysfunction and histological evidence of eosinophil-dominant inflammation. Owing to the intricate microscopic representation of EoE in imaging, current methodologies which depend on manual identification are not only ...
arxiv
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task [PDF]
IEEE Transactions on Artificial Intelligence, 2021, 2020 The black-box nature of machine learning models hinders the deployment of some high-accuracy models in medical diagnosis. It is risky to put one's life in the hands of models that medical researchers do not fully understand. However, through model interpretation, black-box models can promptly reveal significant biomarkers that medical practitioners may
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Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation [PDF]
arXiv, 2023 Eosinophilic esophagitis (EoE) is a chronic and relapsing disease characterized by esophageal inflammation. Symptoms of EoE include difficulty swallowing, food impaction, and chest pain which significantly impact the quality of life, resulting in nutritional impairments, social limitations, and psychological distress.
arxiv
Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population [PDF]
International Immunopharmacology, Volume 86,2020,106705,, 2020 Since December 2019 the novel coronavirus SARS-CoV-2 has been identified as the cause of the pandemic COVID-19. Early symptoms overlap with other common conditions such as common cold and Influenza, making early screening and diagnosis are crucial goals for health practitioners.
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Optimal Management of Allergic Fungal Rhinosinusitis
Journal of Asthma and Allergy, 2020 Gaurav Medikeri,1 Amin Javer2 1Medikeri’s Superspeciality ENT Center, Bangalore, India; 2Rhinology & Skull Base Surgery, St. Paul’s Sinus Center, Vancouver, BC, CanadaCorrespondence: Amin JaverSt.
Medikeri G, Javer A
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