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MethyAnno: An Interpretable Automated Annotation Method Leveraging Multi‐Scale Information and Metric Learning Framework for scDNAm Data

open access: yesAdvanced Science, EarlyView.
MethyAnno enables robust and interpretable annotation of single‐cell DNA methylation data by integrating multi‐scale epigenetic information, bidirectional cross‐attention, and prototype‐based metric learning. The framework resolves rare and novel cell types across datasets while revealing cell‐type‐specific epigenetic signatures associated with disease
Yuhang Jia   +4 more
wiley   +1 more source

Assessment of the variational quantum eigensolver (VQE) for bond dissociation of H 2 , H 3 + , and CH 5 +. [PDF]

open access: yesJ Mol Model
Marques de Lima A   +3 more
europepmc   +1 more source

A systematic review of spatial epidemiological modeling approaches applied during the COVID-19 pandemic. [PDF]

open access: yesBMC Public Health
Oshinubi K   +8 more
europepmc   +1 more source

Quantum ensembling methods for healthcare and life science. [PDF]

open access: yesBrief Bioinform
Rhrissorrakrai K   +7 more
europepmc   +1 more source
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The Parameterized Complexity of Abduction

Proceedings of the AAAI Conference on Artificial Intelligence, 2021
Abduction belongs to the most fundamental reasoning methods. It is a method for reverse inference, this means one is interested in explaining observed behavior by finding appropriate causes. We study logic-based abduction, where knowledge is represented by propositional formulas.
Michael R. Fellows   +3 more
openaire   +2 more sources

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