AIMC Topic: Bayes Theorem

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Towards robust medical machine olfaction: Debiasing GC-MS data enhances prostate cancer diagnosis from urine volatiles.

PloS one May 30, 2025
Prostate cancer (PCa) is a major, and increasingly global, health concern with current screening and diagnostic tools' severe limitations causing unnecessary, invasive biopsy procedures. While gas chromatography-mass spectrometry (GC-MS) has been use...
Gas Chromatography-Mass Spectrometry Volatile Organic Compounds Smell Bayes Theorem Prostatic Neoplasms Dogs Humans Neural Networks, Computer Machine Learning Animals Male
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Spatiotemporal patterns and climate-induced macroeconomic burden of malaria in sub-Saharan Africa.

BMC public health May 29, 2025
BACKGROUND: The global malaria burden is characterized by economic, geographical, and climatic disparities, especially in sub-Saharan Africa (SSA). Moreover, meteorological factors have become increasingly important to understand the malaria burden i...
Machine Learning Geographic Information Systems Spatio-Temporal Analysis Humans Cost of Illness Weather Africa South of the Sahara Incidence Climate Change Bayes Theorem Malaria
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Identification of a novel chemotherapy benefit index for patients with advanced ovarian cancer based on Bayesian network analysis.

PloS one May 27, 2025
BACKGROUND: This study aims to evaluate the efficacy of chemotherapy and optimize treatment strategies for patients with advanced ovarian cancer.
Biomarkers, Tumor Middle Aged Gene Expression Regulation, Neoplastic Machine Learning Prognosis Female Ovarian Neoplasms Bayes Theorem Humans
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EnsembleEdgeFusion: advancing semantic segmentation in microvascular decompression imaging with innovative ensemble techniques.

Scientific reports May 23, 2025
Semantic segmentation involves an imminent part in the investigation of medical images, particularly in the domain of microvascular decompression, where publicly available datasets are scarce, and expert annotation is demanding. In response to this c...
Image Processing, Computer-Assisted Bayes Theorem Semantics Microvessels Microvascular Decompression Surgery Humans Algorithms Deep Learning
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Predictive hybrid model of a grid-connected photovoltaic system with DC-DC converters under extreme altitude conditions at 3800 meters above sea level.

PloS one May 19, 2025
This study aims to develop a predictive hybrid model for a grid-connected PV system with DC-DC optimizers, designed to operate in extreme altitude conditions at 3800 m above sea level. This approach seeks to address the "curse of dimensionality" by r...
Solar Energy Altitude Electric Power Supplies Algorithms Models, Theoretical Bayes Theorem
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Enhancing clinical decision-making in closed pelvic fractures with machine learning models.

Biomolecules & biomedicine May 8, 2025
Closed pelvic fractures can lead to severe complications, including hemodynamic instability (HI) and mortality. Accurate prediction of these risks is crucial for effective clinical management. This study aimed to utilize various machine learning (ML)...
Bayes Theorem Hemodynamics Pelvic Bones Fractures, Bone Adult Female Humans Male Risk Factors Algorithms Neural Networks, Computer Middle Aged Aged Retrospective Studies Machine Learning Clinical Decision-Making
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Comparison of Machine Learning Algorithms and Bayesian Estimation in Predicting Tacrolimus Concentration in Tunisian Kidney Transplant Patients During the Early Post-Transplant Period.

European journal of drug metabolism and pharmacokinetics May 8, 2025
BACKGROUND AND OBJECTIVE: Model-informed precision dosing (MIPD), based on a Bayesian approach and machine learning (ML) algorithms, is a suitable approach to personalize dosage recommendations and to improve the concentration target attainment for e...
Drug Monitoring Tacrolimus Tunisia Humans Adult Middle Aged Algorithms Cross-Sectional Studies Machine Learning Male Kidney Transplantation Female Immunosuppressive Agents Bayes Theorem
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Predicting Mesothelioma Using Artificial Intelligence: A Scoping Review of Common Models and Applications.

Technology in cancer research & treatment May 8, 2025
IntroductionMesothelioma is a type of lung cancer caused by asbestos exposure, and early diagnosis is crucial for improving survival chances. Artificial intelligence offers a potential solution for the timely diagnosis and staging of the disease. Thi...
Mesothelioma Artificial Intelligence Humans Mesothelioma, Malignant Prognosis Neural Networks, Computer Bayes Theorem
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Analysis of collapse risks under cut and cover method based on multi-state fuzzy Bayesian network.

PloS one May 7, 2025
The collapse accidents under cut and cover method in metro station construction occurred frequently, leading to severe casualties and property damage. With increasing of metro station construction in China, more and more attention has been paid to co...
Bayes Theorem Railroads Structure Collapse Humans Risk Assessment China Fuzzy Logic
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Probabilistic design space exploration and optimization via bayesian approach for a fluid bed drying process.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences May 3, 2025
The concept of Design Space (DS), delineated as a region of investigated variables aimed at maintaining product quality, was introduced in the International Conference on Harmonisation (ICH) Q8 as a framework to direct pharmaceutical development. How...
Technology, Pharmaceutical Desiccation Uncertainty Reproducibility of Results Models, Statistical Bayes Theorem
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