2024
Bioinformatics advances in eccDNA identification and analysis
Li F, Ming W, Lu W, Wang Y, Dong X, Bai Y. Bioinformatics advances in eccDNA identification and analysis. Oncogene 2024, 43: 3021-3036. PMID: 39209966, DOI: 10.1038/s41388-024-03138-6.Peer-Reviewed Original ResearchConceptsEccDNA identificationHigh-throughput sequencing technologyExtrachromosomal circular DNACircular DNA moleculesFunctional annotationSequence dataSequencing technologiesBioinformatics AdvancesBioinformatics methodologiesBioinformatics toolsEccDNABioinformatics methodsAnnotation databasesCircular DNABioinformaticsDNA moleculesFunctional analysisOncogene amplificationIdentification toolAnnotationUnique classDNAIdentificationSequenceOncogene
2022
Machine Learning and Non-Affective Psychosis: Identification, Differential Diagnosis, and Treatment
Ferrara M, Franchini G, Funaro M, Cutroni M, Valier B, Toffanin T, Palagini L, Zerbinati L, Folesani F, Murri M, Caruso R, Grassi L. Machine Learning and Non-Affective Psychosis: Identification, Differential Diagnosis, and Treatment. Current Psychiatry Reports 2022, 24: 925-936. PMID: 36399236, PMCID: PMC9780131, DOI: 10.1007/s11920-022-01399-0.Peer-Reviewed Original ResearchConceptsMachine learning techniquesBinary classification caseSetting of hyperparametersSupport vector machineArtificial intelligenceLearning techniquesMachine learningML applicationsElectronic health recordsDigital contentML toolsSupervised approachClassification casesVector machineRandom forestGradient boostingML approachHealth recordsIllness detectionOverall performancePromising resultsSources of dataIdentification toolToolPreprocessing
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