Results 171 to 180 of about 60,468 (320)
ABSTRACT Modelling the evolution of Alzheimer's disease (AD) requires a thorough spatiotemporal study of longitudinal neuroimaging data. We propose in this paper a novel deep learning framework that uses a parallel combination of Recurrent Neural Networks (RNNs) and Vision Transformers (ViT) to extract temporal disease dynamics and spatial structural ...
Sahbi Bahroun, Gwanggil Jeon
wiley +1 more source
NeuroAgeFusionNet an ensemble deep learning framework integrating CNN, transformers, and GNN for robust brain age estimation using MRI scans. [PDF]
Sowmya M, Dutta SR.
europepmc +1 more source
Sequential Reservoir Computing for Log File‐Based Behavior Process Data Analyses
Abstract The use of process data in assessment has gained attention in recent years as more assessments are administered by computers. Process data, recorded in computer log files, capture the sequence of examinees' response activities, for example, timestamped keystrokes, during the assessment.
Jiawei Xiong +8 more
wiley +1 more source
An EEG Dataset on Aesthetic and Creative Judgments of Brief Structured Poetry. [PDF]
Chaudhuri S, Bhattacharya J.
europepmc +1 more source
AI and Measurement Concerns: Dealing with Imbalanced Data in Autoscoring
Abstract Unbiasedness for proficiency estimates is important for autoscoring engines since the outcome might be used for future learning or placement. Imbalanced training data may lead to certain biases and lower the prediction accuracy for classification algorithms.
Yunting Liu +3 more
wiley +1 more source
A comprehensive suite for extracting neuron signals across multiple sessions in one-photon calcium imaging. [PDF]
Vergara P +15 more
europepmc +1 more source
We integrated four omics to build a breast cancer immunotherapy predictor. Survival‐associated biomarkers were compressed into 200 latent features via an autoencoder, then refined using three survival models. K‐means defined two subgroups (C1, high‐risk and C2, low‐risk).
Houda Bendani +3 more
wiley +1 more source
A fault-tolerant neutral-atom architecture for universal quantum computation. [PDF]
Bluvstein D +22 more
europepmc +1 more source
Using 7‐Tesla fMRI and dynamic causal modelling (DCM), we identified a dual‐route mechanism for high‐precision predictions: direct excitatory modulation from the insula to V1, and indirect inhibitory modulation from the insula to V1 via the pulvinar.
Linzhi Tao +5 more
wiley +1 more source
Accurate detection of tandem repeats from error-prone sequences with EquiRep. [PDF]
Song Z, Zahin T, Li X, Shao M.
europepmc +1 more source

