Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A Feasibility StudyArticle Published on 2024-06-262024-09-05 Journal: Diagnostics [Category] update2024, [키워드] artificial intelligence blood tests Diagnosis Explainability Feature importance healthcare machine learning model fairness primary immune thrombocytopenia UK adult ITP registry [DOI] 10.3390/diagnostics14131352 PMC 바로가기 [Article Type] Article
Hematologic tests and their association with the severity of COVID-19 and periodontitis in hospitalized patients: a case–control studyResearch Published on 2023-07-112024-09-05 Journal: BMC Oral Health [Category] update2024, [키워드] blood tests COVID-19 Hematological tests hematology Periodontitis severity [DOI] 10.1186/s12903-023-03208-3 PMC 바로가기 [Article Type] Research
Longitudinal changes in inflammatory biomarkers among patients with COVID-19: A nationwide study in IcelandCOVID-19 환자의 염증성 바이오마커의 종단적 변화: 아이슬란드의 전국 연구Article Published on 2022-09-012022-09-11 Journal: Acta Anaesthesiologica Scandinavica [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] Admission admitted to ICU Ambulatory care Analysis Biomarker Biomarkers blood cell blood test blood tests C-reactive protein C-reactive protein (CRP Care Chain Reaction changes in Clinical outcome clinical outcomes collected correlated COVID-19 Critical Critical care CRP D-dimer death died disease severity elevated Evolution ferritin ferritin level ferritin levels groups hospital Hospitalization Hospitalized Iceland ICU individual Infection Inflammatory biomarker inflammatory biomarkers intensive care Laboratory laboratory markers Landspitali longitudinal longitudinal change longitudinal changes Lower lymphocyte Lymphocyte count measurement medical record neutrophil neutrophil counts occurred onset of symptoms outcome parameter Patient patients patients with COVID-19 plasma plasma CRP polymerase chain polymerase chain reaction positive predictor procalcitonin real-time polymerase chain reaction required RT-PCR SARS-CoV-2 scatterplot stratified sustained tested the mean Treatment university White blood cell [DOI] 10.1111/aas.14109 PMC 바로가기 [Article Type] Article
Hematological abnormalities in immunosuppressed patients with COVID-19: Evidence from a single center. A cross sectional studyResearch article Published on 2022-08-012022-10-05 Journal: International immunopharmacology [Category] 바이오마커, [키워드] abnormality age baseline Blood blood cell count blood tests can be used Cell change Characteristics Complete complete blood count Concentration controls corpuscular corpuscular hemoglobin corticoid COVID-19 cross cross-sectional distribution enrolled feature finding General population hematological hematological parameter hemoglobin Immunosuppressed immunosuppressed patient immunosuppressed patients Immunosuppression individual leucocytes lymphocyte Lymphocytes management MLR neutrophil NLR Patient patients patients with COVID-19 Perspective Platelets PLR Prevalence proportion Rapid red blood cells reduced reduction Result Sex significantly significantly higher single center the disease the median therapy Volume White blood cells with COVID-19 [DOI] 10.1016/j.intimp.2022.108862 [Article Type] Research article
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methodsCOVID-19의 임상 바이오마커 공간 디코딩: 매트릭스 인수분해 기반 특징 선택 방법 탐색Article Published on 2022-07-012022-09-11 Journal: Computers in biology and medicine [Category] MERS, 바이오마커, 진단, [키워드] ABG Algorithm approach arterial arterial blood arterial blood gas Biomarker blood gas blood test blood tests C-reactive protein C-reactive protein (CRP Characteristics classification clinical Clinical biomarker clinical evidence Clinical management complex disease complex diseases COVID-19 COVID-19 crisis COVID-19 patient Critical Critical care CRP determine Dimensionality reduction Diseases Feature selection forest former global pandemic identify matrix Matrix factorization. morbidity path Patient patients performed poor prognosis Predictive Quantitative Random forest reveal saturation Selection unmet need [DOI] 10.1016/j.compbiomed.2022.105426 PMC 바로가기 [Article Type] Article
Development of a Mortality Prediction Model in Hospitalised SARS-CoV-2 Positive Patients Based on Routine Kidney Biomarkers일상적인 신장 바이오마커를 기반으로 입원한 SARS-CoV-2 양성 환자의 사망률 예측 모델 개발Article Published on 2022-06-302022-09-11 Journal: International Journal of Molecular Sciences [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] Acute kidney injury acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 age AKI an area analysed AUROC Biomarker Blood blood test blood tests characteristic Cohort coronavirus COVID-19 creatinine develop development Ethnicity focus foundation hospital hospitalised Humber in-hospital mortality increased mortality Inpatients kidney Kidney function kidney function test Kidney function tests Kidney injury Logistic regression logistic regression model main outcome measure Model Mortality National Health Service NHS outcome Patient patients without AKI PCR test positive positive RT-PCR prediction Prediction model predictor prevalent random Random forest receiver operating characteristic regions respiratory resulting retrospective cohort study routine RT-PCR test SARS-CoV-2 SARS-CoV-2 infected patients SARS-CoV-2 positive patient SARS-CoV-2 positive patients severe acute respiratory syndrome Coronavirus Sex sodium test dataset Trust United Kingdom urea [DOI] 10.3390/ijms23137260 PMC 바로가기 [Article Type] Article
The potential impact of COVID-19 on thyroid gland volumes among COVID-19 survivorsCOVID-19 생존자의 갑상선 양에 대한 COVID-19의 잠재적 영향Article Published on 2022-06-012022-09-11 Journal: Endocrine [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute COVID-19 acute infection antibody asked assessments blood test blood tests calculation Control control subject convenience sampling COVID COVID-19 Effect ellipsoid Endocrine endocrine system enrolled euthyroid evaluated groups healthy controls healthy subjects investigated median Mild no significant difference Patient recruited SARS-CoV-2 significant difference significantly lower survivor Survivors Thyroid thyroid function Thyroid function tests thyroid gland Thyroid gland volume. thyroid-stimulating hormone thyroxine triiodothyronine TSH Volume was done was used [DOI] 10.1007/s12020-022-03019-6 PMC 바로가기 [Article Type] Article
One-year evolution of DLCO changes and respiratory symptoms in patients with post COVID-19 respiratory syndromeObservational Study Published on 2022-04-012022-10-04 Journal: Infection [Category] 임상, [키워드] age blood tests change changes in clinically Complete cough COVID-19 died diffusing discharge DLCO Dyspnea ECG eligible patient evaluate Evolution fatigue Follow-up greater Hospitalization IMPROVE long-COVID lung capacity males Myocardial infarction non-ICU one patient Patient patients physical exam Post-acute sequelae of SARS-CoV-2 infection predicted Prevalence prospective observational study questionnaire remained respiratory respiratory symptom respiratory symptoms SARS-CoV-2 significant increase significantly spirometry Symptoms syndrome unit [DOI] 10.1007/s15010-022-01755-5 PMC 바로가기 [Article Type] Observational Study
An Ensemble Learning Model for COVID-19 Detection from Blood Test SamplesArticle Published on 2022-03-132022-11-16 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy AdaBoost approach AUC Blood blood tests Classifier clinician CNN conducted COVID-19 COVID-19 disease current dataset datasets decision deep learning descent detection detection system develop diagnose Diagnosis diagnostic Diagnostic model diagnostics Discriminant effective Ensemble learning experiment feature forest Gradient Laboratory learning limitation machine learning algorithm Model Naïve Bayes outperform Passive perceptron polymerase chain Regression Research reverse transcription ridge RT-PCR Sample San Raffaele Hospital small data. stochastic support vector machine Test tree virus [DOI] 10.3390/s22062224 PMC 바로가기
Post-COVID-19 syndrome. SARS-CoV-2 RNA detection in plasma, stool, and urine in patients with persistent symptoms after COVID-19Covid-19 증후군.COVID-19 후 지속적인 증상이있는 환자의 혈장, 대변 및 소변에서 SARS-COV-2 RNA 검출Research Article Published on 2022-03-032022-09-10 Journal: BMC Infectious Diseases [Category] MERS, SARS, 유전자 메커니즘, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus Antiviral treatment benefit blood tests Chain Reaction Clinical data Cohort cohort of patient collected compassionate use conducted constellation coronavirus COVID-19 COVID-19 patient detectable diagnosed with COVID-19 Diagnosis dysfunction Dyspnea evaluated explain fatigue Fever functional functional capacity Functional status Hypothesis immune activation immunological improvement inflammatory markers knowledge Mild Most patients muscle pain offered outcome Pain Patient patients performed physiopathological mechanism plasma polymerase chain polymerase chain reaction positive positive RT-PCR reduced rehabilitation reported respiratory Result reverse transcription reverse transcription polymerase chain reaction RT-PCR SARS-CoV-2 SARS-CoV-2 RNA SARS-CoV-2 RNA detection severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 significant difference significant differences Stool subjects Symptom Symptomatic treatment Symptoms syndrome Tachycardia therapeutic option treatment group Urine Viral viral persistence [DOI] 10.1186/s12879-022-07153-4 PMC 바로가기 [Article Type] Research Article