Adaptive Dimensionality Reduction with Semi-Supervision (AdDReSS): Classifying Multi-Attribute Biomedical Data - Lee, George; Romo Bucheli, David Edmundo; Madabhushi, Anant (PloS one, 2016)
Keywords: Active learning; Algorithms; Artificial Intelligence; Biology and Life Sciences; Biomedical data; Biomedical engineering; Brain; Breast - pathology; Breast Neoplasms - diagnosis; Classification; Computer and Information Sciences; Data mining; Data processing; Diagnosis, Computer-Assisted - methods; Diagnostic imaging; Dimensional analysis; Disease; Embedding; Female; Gene expression; Gene Expression Regulation, Neoplastic; Histopathology; Humans; Image Processing, Computer-Assisted - methods; Learning; Magnetic resonance; Magnetic resonance imaging; Male; Medicine and Health Sciences; Methods; Mitosis; Neuroimaging; NMR; Nuclear magnetic resonance; Ovarian Neoplasms - diagnosis; Ovary - pathology; Pattern Recognition, Automated - methods; Physical Sciences; Principal components analysis; Prostate; Prostate - pathology; Prostate cancer; Prostatic Neoplasms - diagnosis; Prostatic Neoplasms - genetics; Proteomics; Random sampling; Reduction; Representations; Research and Analysis Methods; Statistical sampling; Colombia; Cleveland Ohio; United States--US