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Precision Medicine - AI Medical Compendium

AIMC Topic: Precision Medicine

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The use of machine learning and artificial intelligence within pediatric critical care.

Pediatric research Nov 14, 2022
The field of pediatric critical care has been hampered in the era of precision medicine by our inability to accurately define and subclassify disease phenotypes. This has been caused by heterogeneity across age groups that further challenges the abil...
Machine Learning Algorithms Humans Artificial Intelligence Child Precision Medicine Critical Care
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Radiation Dosimetry, Artificial Intelligence and Digital Twins: Old Dog, New Tricks.

Seminars in nuclear medicine Nov 12, 2022
Developments in artificial intelligence, particularly convolutional neural networks and deep learning, have the potential for problem solving that has previously confounded human intelligence. Accurate prediction of radiation dosimetry pre-treatment ...
Precision Medicine Radiometry Artificial Intelligence Humans Neural Networks, Computer
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NAVIGATOR: an Italian regional imaging biobank to promote precision medicine for oncologic patients.

European radiology experimental Nov 8, 2022
NAVIGATOR is an Italian regional project boosting precision medicine in oncology with the aim of making it more predictive, preventive, and personalised by advancing translational research based on quantitative imaging and integrative omics analyses....
Artificial Intelligence Precision Medicine Positron-Emission Tomography Biomarkers Biological Specimen Banks
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Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning.

Clinical oral investigations Nov 3, 2022
OBJECTIVES: The aim of this review was to investigate the application of artificial intelligence (AI) in maxillofacial computer-assisted surgical planning (CASP) workflows with the discussion of limitations and possible future directions.
Humans Artificial Intelligence Imaging, Three-Dimensional Surgery, Computer-Assisted Computers Precision Medicine
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Multi-omics disease module detection with an explainable Greedy Decision Forest.

Scientific reports Oct 7, 2022
Machine learning methods can detect complex relationships between variables, but usually do not exploit domain knowledge. This is a limitation because in many scientific disciplines, such as systems biology, domain knowledge is available in the form ...
Precision Medicine Computational Biology Systems Biology Machine Learning Humans Algorithms
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Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning.

IEEE journal of biomedical and health informatics Oct 4, 2022
Nowadays, predictive medicine begins to become a reality thanks to Artificial Intelligence (AI) which allows, through the processing of huge amounts of data, to identify correlations not perceptible to the human brain. The application of AI in predic...
Deep Learning Salivary Gland Neoplasms Precision Medicine Retrospective Studies Artificial Intelligence Humans
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One Size Does Not Fit All: Methodological Considerations for Brain-Based Predictive Modeling in Psychiatry.

Biological psychiatry Sep 29, 2022
Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way across individuals, and no two patients with a shared diagnosis exhibit identical symptom profiles. Over the last several decades, group-level analyses of in vivo...
Precision Medicine Machine Learning Neuroimaging Psychiatry Brain
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Explainable artificial intelligence for precision medicine in acute myeloid leukemia.

Frontiers in immunology Sep 29, 2022
Artificial intelligence (AI) can unveil novel personalized treatments based on drug screening and whole-exome sequencing experiments (WES). However, the concept of "black box" in AI limits the potential of this approach to be translated into the clin...
Leukemia, Myeloid, Acute Artificial Intelligence Humans Crizotinib Precision Medicine
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How has artificial intelligence impacted COVID-19 drug repurposing and what lessons have we learned?

Expert opinion on drug discovery Sep 26, 2022
Algorithms Precision Medicine Drug Repositioning COVID-19 Drug Treatment Humans Artificial Intelligence
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Precision Medicine Approaches with Metabolomics and Artificial Intelligence.

International journal of molecular sciences Sep 24, 2022
Recent technological innovations in the field of mass spectrometry have supported the use of metabolomics analysis for precision medicine. This growth has been allowed also by the application of algorithms to data analysis, including multivariate and...
Support Vector Machine Algorithms Artificial Intelligence Precision Medicine Machine Learning
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