AIMC Topic: Clinical Laboratory Techniques

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Digital metrology in laboratory medicine: a call for bringing order to chaos to facilitate precision diagnostics.

Clinical chemistry and laboratory medicine Apr 16, 2025
Laboratory medicine is faced with rapid developments in data exchange, secondary use of data and artificial intelligence. Safe exchange of laboratory data requires a suitable terminology standard. NPU, LOINC and SNOMED CT are increasingly used for th...
Precision Medicine Terminology as Topic Clinical Laboratory Techniques Laboratories, Clinical Humans
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Harnessing AI for enhanced evidence-based laboratory medicine (EBLM).

Clinica chimica acta; international journal of clinical chemistry Feb 3, 2025
The integration of artificial intelligence (AI) into laboratory medicine, is revolutionizing diagnostic accuracy, operational efficiency, and personalized patient care. AI technologies(machine learning, natural language processing and computer vision...
Humans Artificial Intelligence Precision Medicine Evidence-Based Medicine Clinical Laboratory Techniques
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The Laboratory Diagnosis of Malaria: A Focus on the Diagnostic Assays in Non-Endemic Areas.

International journal of molecular sciences Jan 5, 2024
Even if malaria is rare in Europe, it is a medical emergency and programs for its control should ensure both an early diagnosis and a prompt treatment within 24-48 h from the onset of the symptoms. The increasing number of imported malaria cases as w...
Laboratories Clinical Laboratory Techniques Artificial Intelligence Algorithms Malaria Humans
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Artificial intelligence in pathology and laboratory medicine.

Journal of clinical pathology May 24, 2021
Artificial Intelligence Automation, Laboratory Big Data Humans Data Mining Pathology, Clinical Clinical Laboratory Techniques
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Development of machine learning model for diagnostic disease prediction based on laboratory tests.

Scientific reports Apr 7, 2021
The use of deep learning and machine learning (ML) in medical science is increasing, particularly in the visual, audio, and language data fields. We aimed to build a new optimized ensemble model by blending a DNN (deep neural network) model with two ...
Humans Neural Networks, Computer Machine Learning ROC Curve Databases, Factual Disease Diagnosis, Computer-Assisted Clinical Laboratory Techniques Deep Learning
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Evaluating eligibility criteria of oncology trials using real-world data and AI.

Nature Apr 7, 2021
There is a growing focus on making clinical trials more inclusive but the design of trial eligibility criteria remains challenging. Here we systematically evaluate the effect of different eligibility criteria on cancer trial populations and outcomes ...
Lung Neoplasms Carcinoma, Non-Small-Cell Lung Patient Selection Medical Oncology Patient Safety Electronic Health Records Reproducibility of Results Clinical Laboratory Techniques Datasets as Topic Clinical Trials as Topic Proportional Hazards Models Humans Artificial Intelligence
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Correlation between lung infection severity and clinical laboratory indicators in patients with COVID-19: a cross-sectional study based on machine learning.

BMC infectious diseases Feb 18, 2021
BACKGROUND: Coronavirus disease 2019 (COVID-19) has caused a global pandemic that has raised worldwide concern. This study aims to investigate the correlation between the extent of lung infection and relevant clinical laboratory testing indicators in...
Neutrophils Lymphocytes COVID-19 Testing Lymphocyte Count Clinical Laboratory Techniques Male Middle Aged Lung Severity of Illness Index Female Adult Cross-Sectional Studies Humans Machine Learning Pandemics COVID-19 Prognosis Tomography, X-Ray Computed
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Prototype Development of an Expert System of Computerized Clinical Guidelines for COVID-19 Diagnosis and Management in Saudi Arabia.

International journal of environmental research and public health Nov 2, 2020
The increasing number of COVID-19 patients has increased health care professionals' workloads, making the management of dynamic patient information in a timely and comprehensive manner difficult and sometimes impossible. Compounding this problem is a...
Humans Pandemics COVID-19 SARS-CoV-2 Pneumonia, Viral Expert Systems Practice Guidelines as Topic Saudi Arabia Clinical Laboratory Techniques Coronavirus Infections Betacoronavirus COVID-19 Testing
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Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach.

PloS one Oct 28, 2020
In this work we present a three-stage Machine Learning strategy to country-level risk classification based on countries that are reporting COVID-19 information. A K% binning discretisation (K = 25) is used to create four risk groups of countries base...
International Cooperation Global Health Clinical Laboratory Techniques COVID-19 Risk Assessment Humans Betacoronavirus Models, Theoretical Algorithms Machine Learning Pneumonia, Viral Support Vector Machine Pandemics Classification Forecasting Decision Trees Reagent Kits, Diagnostic SARS-CoV-2 Coronavirus Infections Disaster Planning COVID-19 Testing
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The implementation of a rapid sample preparation method for the detection of SARS-CoV-2 in a diagnostic laboratory in South Africa.

PloS one Oct 20, 2020
The SARS-CoV-2 pandemic has resulted in shortages of both critical reagents for nucleic acid purification and highly trained staff as supply chains are strained by high demand, public health measures and frequent quarantining and isolation of staff. ...
Clinical Laboratory Techniques Betacoronavirus Pneumonia, Viral Coronavirus Infections Reproducibility of Results COVID-19 Testing Humans Specimen Handling SARS-CoV-2 Pandemics Laboratories, Hospital Sensitivity and Specificity COVID-19 Robotics Reverse Transcriptase Polymerase Chain Reaction South Africa RNA, Viral
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