Concepedia

Single-nucleus RNA sequencing and machine learning identify CACNA1A as a myocyte-specific biomarker for sudden unexplained death in schizophrenia

Xuanlong Chen, Lu Ma, Yiming Bo, Bing Xia, Yadong Guo, Yanjie Shang, Fengping Yan, Erwen Huang, Weibo Shi, Runtao Ding,

Forensic Science International · 2025 · 26 citations · 33 references

Concepts

Life SciencesMolecular BiologyMolecular GeneticsGene ExpressionGenomicsTranscriptomicsEpigenetic Biomarker DiscoveryNucleic Acid SequencingSchizophrenia Spectrum DisordersSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsNucleic Acid BiomarkersSingle-cell Rna SequencingSingle-nucleus Differential ExpressionSingle-nucleus Rna SequencingSingle-nucleus SequencingSingle-nucleus Transcriptomics

References

33

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16