Results 61 to 70 of about 278,527 (254)

End‐to‐End Sensing Systems for Breast Cancer: From Wearables for Early Detection to Lab‐Based Diagnosis Chips

Advanced Materials Technologies, EarlyView.
This review explores advances in wearable and lab‐on‐chip technologies for breast cancer detection. Covering tactile, thermal, ultrasound, microwave, electrical impedance tomography, electrochemical, microelectromechanical, and optical systems, it highlights innovations in flexible electronics, nanomaterials, and machine learning.
Neshika Wijewardhane, Lyn I. Jones, Richard M. Martin, Helen Winter, Faezeh Arab Hassani   +4 more
wiley   +1 more source

Comparison of linear discriminant analysis methods for the classification of cancer based on gene expression data

Journal of Experimental & Clinical Cancer Research, 2009
Background More studies based on gene expression data have been reported in great detail, however, one major challenge for the methodologists is the choice of classification methods.
He Miao, Quan Yu, Huang Desheng, Zhou Baosen   +3 more
doaj   +1 more source

Flexible Sensor‐Based Human–Machine Interfaces with AI Integration for Medical Robotics

Advanced Robotics Research, EarlyView.
This review explores how flexible sensing technology and artificial intelligence (AI) significantly enhance human–machine interfaces in medical robotics. It highlights key sensing mechanisms, AI‐driven advancements, and applications in prosthetics, exoskeletons, and surgical robotics.
Yuxiao Wang, Zhipeng Jiang, Sun Hwa Kwon, Matthew Ibrahim, Alexander Dang, Lin Dong   +5 more
wiley   +1 more source

A breakdown-free block conjugate gradient method for large-scale discriminant analysis

AIMS Mathematics
Rayleigh-Ritz discriminant analysis (RRDA) is an effective algorithm for linear discriminant analysis (LDA), but there are some drawbacks in its implementation.
Wenya Shi , Zhixiang Chen
doaj   +1 more source

Linear discriminant analysis of spatial Gaussian data with estimated anisotropy ratio

Lietuvos Matematikos Rinkinys, 2011
The paper deals with a problem of classification of Gaussian spatial data into one of two populations specified by different parametric mean models and common geometric anisotropic covariance function.
Lina Dreižienė
doaj   +1 more source

Exemplar-based Linear Discriminant Analysis for Robust Object Tracking

, 2014
Tracking-by-detection has become an attractive tracking technique, which treats tracking as a category detection problem. However, the task in tracking is to search for a specific object, rather than an object category as in detection.
Chen, Feifei, Gao, Changxin, Huang, Rui, Sang, Nong, Yu, Jin-Gang   +4 more
core   +1 more source

Smart REASSURED Sensors via Machine‐Augmented Printable On‐Paper Arrays

Advanced Sensor Research, EarlyView.
This perspective highlights the emerging role of pattern‐recognition, printable on‐paper sensor arrays for intelligent PoC diagnostics. It discusses how paper's inherent limitations can be overcome through surface modification and scalable printing, and how machine‐learning analysis of cross‐reactive arrays enables multiplexed, low‐cost, and REASSURED ...
Naimeh Naseri, Saba Ranjbar
wiley   +1 more source

Near-infrared spectroscopy and multivariate analysis as effective, fast, and cost-effective methods to discriminate Candida auris from Candida haemulonii

Frontiers in Chemistry
Candida auris and Candida haemulonii are two emerging opportunistic pathogens that have caused an increase in clinical cases in the recent years worldwide.
Ayrton L. F. Nascimento, Anthony G. J. de Medeiros, Ana C. O. Neves, Ana B. N. de Macedo, Luana Rossato, Daniel Assis Santos, Daniel Assis Santos, André L. S. dos Santos, Kássio M. G. Lima, Rafael W. Bastos, Rafael W. Bastos   +10 more
doaj   +1 more source

A Complete Subspace Analysis of Linear Discriminant Analysis and Its Robust Implementation

Journal of Electrical and Computer Engineering, 2016
Linear discriminant analysis has been widely studied in data mining and pattern recognition. However, when performing the eigen-decomposition on the matrix pair (within-class scatter matrix and between-class scatter matrix) in some cases, one can find ...
Zhicheng Lu, Zhizheng Liang
doaj   +1 more source

Saisir l’« Europe » à la lueur du discours officiel de l’UE : l’analyse de données au service d’une régionalisation critique de l’Europe

Belgeo, 2020
How to make the difference between a “European” state and a “non-European” state? This question is at the heart of the EU’s political project, which has already decided on this point to assess the candidacy of potential new members (case of Morocco in ...
Etienne Toureille
doaj   +1 more source