International journal of laboratory hematology
May 18, 2026
INTRODUCTION: Current CALR mutation screening in myeloproliferative neoplasms (MPNs) faces a trade-off between coverage and cost: allele-specific qPCR and fragment analysis are inexpensive but cover only part of the variant landscape, while sequencin... read more
Unsupervised learning-learning through repeated exposure without instruction or reward-is central to both machine learning and human cognition, including language acquisition and statistical learning. However, its role in visual perceptual learning (... read more
Cross-linking mass spectrometry (XL-MS) is a powerful tool for probing protein structures and protein-protein interactions. While chemical cross-linkers target specific residues with defined chemistry, photo-cross-linkers offer superior reactivity bu... read more
Introducing probabilistic models into photonic neural networks, harnessing high-throughput and low-latency performance of photons, holds great promise for Bayesian inference. Photonic spiking neurons with stochasticity are essential to realize probab... read more
This data descriptor presents a globally compiled dataset of major element concentrations for mantle peridotite and pyroxenite xenoliths. The dataset includes whole-rock analyses, constituent mineral compositions, manually collated sample ages, and p... read more
Defining molecular pathways driving β-cell failure in type 2 diabetes (T2D) is challenging given donor heterogeneity. We developed an interpretable machine learning framework coupling sparse rule-based classification, pathway constrained modeling, an... read more
We introduce Longitudinal-CT, a publicly available resource of whole-body computed tomography (CT) studies with exhaustive expert manual annotations of tumor lesions across two timepoints. The dataset comprises 600 CT studies from 300 patients diagno... read more
Super Smart Grids (SSG) aim to provide large-scale, multi-zonal electricity access while dynamically balancing supply and demand. However, their implementation faces multidisciplinary challenges that range from ensuring grid stability to avoiding str... read more
The integration of intermittent renewable energy into smart grids introduces critical vulnerabilities in security, transparency, and real-time resilience. This paper presents a novel blockchain-secured 6G Smart grid framework that synergistically int... read more
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