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
arxiv +1 more source
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.
arxiv +1 more source
Eosinophil Apoptosis and Clearance in Asthma [PDF]
, 2013 Peer reviewedPublisher ...
Bickham U.R. +9 more
core +3 more sources
Classification of All Blood Cell Images using ML and DL Models [PDF]
, 2023 Human blood primarily comprises plasma, red blood cells, white blood cells, and platelets. It plays a vital role in transporting nutrients to different organs, where it stores essential health-related data about the human body. Blood cells are utilized to defend the body against diverse infections, including fungi, viruses, and bacteria.
arxiv +1 more source
Nonesophageal Eosinophilic Gastrointestinal Disorders: Clinical Care and Future Directions [PDF]
, 2018 Eosinophilic gastrointestinal disorders are a set of conditions with a wide range of clinical manifestations and treatment modalities. The disorders are suspected to result from an abnormal inflammatory response to allergen(s), and individuals may ...
Gupta, Sandeep K., Naramore, Sara
core +1 more source
COVID-19 diagnosis by routine blood tests using machine learning [PDF]
, 2020 Physicians taking care of patients with coronavirus disease (COVID-19) have described different changes in routine blood parameters. However, these changes, hinder them from performing COVID-19 diagnosis. We constructed a machine learning predictive model for COVID-19 diagnosis.
arxiv +1 more source
気管支喘息症例における末梢血白血球のロイコトリエンC4産生能とロイコトリエン受容体括抗薬プランルカストの効果に関する検討 [PDF]
, 2001 The correlation between the efficacy of 4-weeks administration with pranlukast, leukotriene receptor antagonist, and LTs generation by peripheral leukocytes were evaluated in 18 patients with mild-persistent asthma.
Ashida, Kozo +8 more
core +1 more source
Functional and phenotypic evaluation of eosinophils from patients with the acute form of paracoccidioidomycosis. [PDF]
PLoS Neglected Tropical Diseases, 2017 Eosinophilia is a typical finding of the acute/juvenile form of paracoccidioidomycosis (PCM), a systemic mycosis endemic in Latin America. This clinical form is characterized by depressed cellular immune response and production of Th2 cytokines. Moreover,
Fernanda Gambogi Braga +6 more
doaj +1 more source