Using Latent Representations to Link Disjoint Longitudinal Data for Mixed‐Effects Regression
Statistics in Medicine, Volume 45, Issue 18-19, August 2026.ABSTRACT Many rare diseases offer limited established treatment options, leading patients to switch therapies when new medications emerge. To analyze the impact of such treatment switches within the low sample size limitations of rare disease trials, it is important to use all available data sources.
Clemens Schächter +8 more
wiley +1 more source
Mitigating label noise in network intrusion detection via graph-based sample selection and purification. [PDF]
Sci RepZhao R, Ding J, Dong Q, Cheng H.
europepmc +1 more source
Automated Mineral Identification and Rock‐Type Classification of Lunar Mare Basalts Using SEM Images
Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 4, August 2026.Abstract We present an automated system for identifying minerals and classifying rock types in Apollo lunar mare basalts using scanning electron microscopy (SEM) imagery. Mineral segmentation is based on a U‐Net architecture, supplemented by two scale‐aware models designed to incorporate pixel size information.
Ji‐In Jung +3 more
wiley +1 more source
ResFouriONet: A Residual Fourier Operator Network with Synthetic Data Generation for Real-Time Laser-Induced Bioheat Transfer Modeling. [PDF]
Int Commun Heat Mass TransfRoy A, DuPlissis A, Ben-Yakar A.
europepmc +1 more source
Cell Structure Segmentation in TEM Images of Murine Skin Melanoma Cells by Deep Learning Model. [PDF]
J ImagingGenaev MA +6 more
europepmc +1 more source
ZeroGEN: leveraging language models for zero-shot ligand design from protein sequences. [PDF]
BioinformaticsChen Y +5 more
europepmc +1 more source
RadarSSM: A Lightweight Spatiotemporal State Space Network for Efficient Radar-Based Human Activity Recognition. [PDF]
Sensors (Basel)Zhao R, Miao F, Liu Y.
europepmc +1 more source