Results 171 to 180 of about 293,806 (294)

From tests to truth: A misclassification-aware machine learning framework for estimating brucellosis seroprevalence in wild canids. [PDF]

PLoS Negl Trop Dis
Sarvestani N, Shams F, Mirshahi A, Pato M, Farbod AJ, Khayatderafshi A, Payami M, Abdous A.   +7 more
europepmc   +1 more source

Random Errors and Misclassification Bias [PDF]

Anesthesia & Analgesia, 2014
openaire   +2 more sources

Equilibrium Propagation for Dissipative Dynamics

Advanced Intelligent Systems, EarlyView.
This work develops local learning rules for damped linear dynamical systems, including mechanical structures and resistor‐inductor‐capacitor (RLC) circuits, by leveraging an effective action formulation. It demonstrates how physical systems can autonomously compute gradients and learn temporal patterns, enabling applications such as sound ...
Marc Berneman, Daniel Hexner
wiley   +1 more source

Interpretation of the IARC quantitative bias analysis of talc and ovarian cancer. [PDF]

Glob Epidemiol
Goodman JE, Boon DN.
europepmc   +1 more source

An Intelligent Feature Engineering‐Driven Hybrid Framework for Adversarial Domain Name System Tunneling Detection

Advanced Intelligent Systems, EarlyView.
This study presents a novel framework that enhances the reliability of DNS traffic monitoring using a hybrid long short‐term memory‐deep neural network (LSMT‐DNN) architecture, enabling robust detection of adversarial DNS tunneling. The proposed framework leverages feature extraction from DNS traffic patterns, including domain request sequences, query ...
Ahmad Almadhor, Shtwai Alsubai, Monji Mohamed Zaidi, Natalia Kryvinska, Abdullah Al Hejaili, Sidra Abbas   +5 more
wiley   +1 more source

Editorial: Quantifying and Addressing Bias Associated With Imperfect Observation Processes in Epidemiological Studies

Frontiers in Veterinary Science, 2019
Timothée Vergne, Julian A. Drewe
doaj   +1 more source

Misclassification Produced by Rapid-Guessing Identification Methods and Their Suitability Under Various Conditions. [PDF]

Educ Psychol Meas
Holopainen S, Metsämuuronen J, Laakso MJ, Kujala J.   +3 more
europepmc   +1 more source

Entropy‐Guided Convolutional Neural Network Classification of Sensor Signals for Real‐Time Surface Quality Monitoring in Direct Laser Interference Patterning

Advanced Intelligent Systems, EarlyView.
Neural‐network pipeline for real‐time DLIP surface‐quality monitoring: spectral entropy of WLI topographies is used to generate interpretable K‐means labels, which are transferred to time‐resolved photodiode traces. A compact dual‐input 1D‐CNN (signal + laser parameters) learns discriminative spatiotemporal features and predicts “OK/NOK” surface ...
Marcelo Daniel Sallese, Ignacio Tabares, Wei Wang, Marcos Soldera, Andrés Fabián Lasagni   +4 more
wiley   +1 more source

MTCA‐Net: Multi‐Task Cascade Analysis Network for Real‐Time Sperm Quality Analysis

Advanced Intelligent Systems, EarlyView.
This article proposes MTCA‐Net, a multi‐task cascaded analysis network for real‐time sperm quality assessment in intracytoplasmic sperm injection. The framework integrates detection, tracking, and segmentation modules to jointly analyze sperm morphology and motility.
Jiajin Li, Wenwen Sun, Jun He, Xinyu Fan, Xuecheng Ge, Fengya Lu, Yadan Wang, Yi Wang, Zhiguo Zhang, Qibing Wu, Jinhua Zhou   +10 more
wiley   +1 more source

Impact of Outdated Clinical and Laboratory Standards Institute (CLSI) Breakpoint Implementation on Antimicrobial Susceptibility Interpretation: A Retrospective Analytical Study. [PDF]

Cureus
Goyal N, Gangar S, Ramakrishnan B, Goma M, Sj G, Das S.   +5 more
europepmc   +1 more source