Search Results - "Teji, Jagjit S."
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Economics of Artificial Intelligence in Healthcare: Diagnosis vs. Treatment
Published in Healthcare (Basel) (01-12-2022)“…: The price of medical treatment continues to rise due to (i) an increasing population; (ii) an aging human growth; (iii) disease prevalence; (iv) a rise in…”
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COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans
Published in Diagnostics (Basel) (16-06-2022)“…Background: The previous COVID-19 lung diagnosis system lacks both scientific validation and the role of explainable artificial intelligence (AI) for…”
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COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models
Published in Diagnostics (Basel) (04-08-2021)“…Background: COVID-19 lung segmentation using Computed Tomography (CT) scans is important for the diagnosis of lung severity. The process of automated lung…”
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COVLIAS 1.0 vs. MedSeg: Artificial Intelligence-Based Comparative Study for Automated COVID-19 Computed Tomography Lung Segmentation in Italian and Croatian Cohorts
Published in Diagnostics (Basel) (15-12-2021)“…(1) Background: COVID-19 computed tomography (CT) lung segmentation is critical for COVID lung severity diagnosis. Earlier proposed approaches during 2020-2021…”
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COVLIAS 1.0Lesion vs. MedSeg: An Artificial Intelligence Framework for Automated Lesion Segmentation in COVID-19 Lung Computed Tomography Scans
Published in Diagnostics (Basel) (21-05-2022)“…Background: COVID-19 is a disease with multiple variants, and is quickly spreading throughout the world. It is crucial to identify patients who are suspected…”
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Inter-Variability Study of COVLIAS 1.0: Hybrid Deep Learning Models for COVID-19 Lung Segmentation in Computed Tomography
Published in Diagnostics (Basel) (01-11-2021)“…: For COVID-19 lung severity, segmentation of lungs on computed tomography (CT) is the first crucial step. Current deep learning (DL)-based Artificial…”
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DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images
Published in Diagnostics (Basel) (09-10-2023)“…Skin lesion classification plays a crucial role in dermatology, aiding in the early detection, diagnosis, and management of life-threatening malignant lesions…”
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Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review
Published in Diagnostics (Basel) (24-06-2022)“…: Parkinson's disease (PD) is one of the most serious, non-curable, and expensive to treat. Recently, machine learning (ML) has shown to be able to predict…”
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Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review
Published in Diagnostics (Basel) (17-05-2022)“…The role of erectile dysfunction (ED) has recently shown an association with the risk of stroke and coronary heart disease (CHD) via the atherosclerotic…”
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Pregnancy outcomes and vaccine effectiveness during the period of omicron as the variant of concern, INTERCOVID-2022: a multinational, observational study
Published in The Lancet (British edition) (11-02-2023)“…In 2021, we showed an increased risk associated with COVID-19 in pregnancy. Since then, the SARS-CoV-2 virus has undergone genetic mutations. We aimed to…”
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NeoAI 1.0: Machine learning-based paradigm for prediction of neonatal and infant risk of death
Published in Computers in biology and medicine (01-08-2022)“…The Neonatal mortality rate in the United States is 3.8 deaths per 1000 live births, which is comparably higher than other nations. The aim of the proposed…”
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Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0
Published in Computers in biology and medicine (01-07-2022)“…COVLIAS 1.0: an automated lung segmentation was designed for COVID-19 diagnosis. It has issues related to storage space and speed. This study shows that…”
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Maternal vaccination against COVID-19 and neonatal outcomes during Omicron: INTERCOVID-2022 study
Published in American journal of obstetrics and gynecology (01-10-2024)“…In early 2023, when Omicron was the variant of concern, we showed that vaccinating pregnant women decreased the risk for severe COVID-19–related complications…”
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Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation
Published in Journal of medical systems (21-08-2022)“…Variations in COVID-19 lesions such as glass ground opacities (GGO), consolidations, and crazy paving can compromise the ability of solo-deep learning (SDL) or…”
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Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort
Published in Computers in biology and medicine (01-10-2018)“…This study examines the association between six types of carotid artery disease image-based phenotypes and HbA1c in diabetes patients. Six phenotypes…”
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Polygenic Risk Score for Cardiovascular Diseases in Artificial Intelligence Paradigm: A Review
Published in Journal of Korean medical science (27-11-2023)“…Cardiovascular disease (CVD) related mortality and morbidity heavily strain society. The relationship between external risk factors and our genetics have not…”
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Risk factors of neonatal mortality and child mortality in Bangladesh
Published in Journal of global health (01-06-2018)“…Child and neonatal mortality is a serious problem in Bangladesh. The main objective of this study was to determine the most significant socio-economic factors…”
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Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study
Published in Journal of clinical medicine (19-11-2022)“…A diabetic foot infection (DFI) is among the most serious, incurable, and costly to treat conditions. The presence of a DFI renders machine learning (ML)…”
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Artificial intelligence for cardiovascular disease risk assessment in personalised framework: a scoping review
Published in EClinicalMedicine (01-07-2024)“…The field of precision medicine endeavors to transform the healthcare industry by advancing individualised strategies for diagnosis, treatment modalities, and…”
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Abstract 153: High Ambient Temperature During Pregnancy Predicts Vascular Disease in the Offspring as Adult
Published in Arteriosclerosis, thrombosis, and vascular biology (01-05-2013)“…Abstract only Introduction and Purpose It well known that being small at birth is a risk factor for hypertension and obesity and diabetes related disorders of…”
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