Research and analysis of differential gene expression in CD34 hematopoietic stem cells in myelodysplastic syndromes - Wang, Min-xiao; Liao, Chang-sheng; Wei, Xue-qin; Xie, Yu-qin; Han, Peng-fei; Yu, Yan-hui (PloS one, 2025)
Keywords: Accuracy; Algorithms; Analysis; Anopheles; Antigens, CD34 - genetics; Antigens, CD34 - metabolism; Binomial distribution; Bioinformatics; Biology and Life Sciences; Bone marrow; Business metrics; Care and treatment; CD34 antigen; Computational Biology - methods; Computer and Information Sciences; Databases, Genetic; Datasets; Development and progression; Diagnosis; Disease; Disorders; Gene expression; Gene Expression Profiling; Genes; Genetic aspects; Health aspects; Health services; Hematopoietic stem cells; Hematopoietic Stem Cells - metabolism; Humans; Interferon regulatory factor 4; Machine learning; Medicine and Health Sciences; Molecular modelling; Myelodysplastic syndrome; Myelodysplastic syndromes; Myelodysplastic Syndromes - genetics; Myelodysplastic Syndromes - metabolism; Myelodysplastic Syndromes - pathology; Neural networks; Pathogenesis; Patients; Performance evaluation; Physical Sciences; Prediction models; Predictions; Regression analysis; Research and Analysis Methods; Software packages; Stem cells; Support Vector Machine; Support vector machines; Workflow; China; Japan; Taiwan