EEG-based epilepsy detection using CNN-SVM and DNN-SVM with feature dimensionality reduction by PCA. [PDF]
Berrich Y, Guennoun Z.
europepmc +1 more source
Abstract Purpose/objective We propose a novel lattice deployment for spatially fractionated radiotherapy (SFRT) treatments. In this approach, a larger diameter high‐dose sphere is centrally placed in the bulky tumor mass and surrounded by smaller diameter high‐dose spheres.
Joshua Misa+2 more
wiley +1 more source
Wilson loop and dimensional reduction in noncommutative gauge theories [PDF]
Sunggeun Lee, Sang-Jin Sin
openalex +1 more source
TEMPTED: time-informed dimensionality reduction for longitudinal microbiome studies. [PDF]
Shi P+9 more
europepmc +1 more source
Abstract Purpose Stereotactic radiotherapy (SRT) is a highly effective treatment with precision for small, localized lesions. Proton therapy, characterized by the Bragg peak, offers superior dose conformity compared to photon‐based approaches. However, challenges remain in minimizing lateral penumbra and optimizing dose delivery, particularly for small
Chen‐Yu Chou+3 more
wiley +1 more source
Application of Dimensionality Reduction in Recommender System - A Case Study
Badrul Sarwar+3 more
openalex +2 more sources
Evaluating dimensionality reduction of comorbidities for predictive modeling in individuals with neurofibromatosis type 1. [PDF]
Gupta A+7 more
europepmc +1 more source
Localization accuracy of 6‐second CBCT for lung IGRT with various breathing patterns
Abstract Purpose The 6‐second cone beam computed tomography (CBCT) acquisition of the Ethos HyperSight (Varian Medical Systems, Inc. Palo Alto, CA, USA) on‐board imaging system offers benefits, but could be too fast to accurately capture an average target position in a free‐breathing lung cancer patient. This study aimed to ascertain whether a 6‐second
Jihye Koo+5 more
wiley +1 more source
Author Correction: Learning model combined with data clustering and dimensionality reduction for short-term electricity load forecasting. [PDF]
Bae HJ, Park JS, Choi JH, Kwon HY.
europepmc +1 more source
nPCA: a linear dimensionality reduction method using a multilayer perceptron. [PDF]
Li J, Wang Y.
europepmc +1 more source