Uniform Manifold Approximation and Projection(English)

• a manifold learning technique for dimension reduction, constructed from a theoretical framework based in Riemannian geometry and algebraic topology
• CMR, DEG, HFpEF, HFrEF, ML, HCM, L-NAME, LGE, LVM, LVOT, LVOTS, NAMPT, NO2-OA, OFT, P/LP, PBMC, PCA, PDSR, PGS, RVOTO, SARC-NEG, SARC-P/LP, SARC-VUS, TFBS, VIPER, VUS
• Statistics, Machine learning, Artificial intelligence, Medical imaging, Cardiology, Big data
• https://arxiv.org/abs/1802.03426
• https://doi.org…NAHA.120.049922
• https://doi.org…science.abn3100
• https://doi.org…CGEN.123.004200
• https://doi.org…SAHA.125.326249