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Applicability and interpretability of Ward's hierarchical agglomerative clustering with or without contiguity constraints
Hierarchical agglomerative clustering (HAC) with Ward's linkage has been widely used
since its introduction by Ward (Journal of the American Statistical Association, 58 (301), 236 …
since its introduction by Ward (Journal of the American Statistical Association, 58 (301), 236 …
The shape of chromatin: insights from computational recognition of geometric patterns in Hi-C data
The three-dimensional organization of chromatin plays a crucial role in gene regulation and
cellular processes like deoxyribonucleic acid (DNA) transcription, replication and repair. Hi …
cellular processes like deoxyribonucleic acid (DNA) transcription, replication and repair. Hi …
Neuron-level explainable AI for Alzheimer's disease assessment from fundus images
Alzheimer's Disease (AD) is a progressive neurodegenerative disease and the leading
cause of dementia. Early diagnosis is critical for patients to benefit from potential intervention …
cause of dementia. Early diagnosis is critical for patients to benefit from potential intervention …
The three-dimensional landscape of cortical chromatin accessibility in Alzheimer's disease
To characterize the dysregulation of chromatin accessibility in Alzheimer's disease (AD), we
generated 636 ATAC-seq libraries from neuronal and nonneuronal nuclei isolated from the …
generated 636 ATAC-seq libraries from neuronal and nonneuronal nuclei isolated from the …
Genetic effects on molecular network states explain complex traits
M Weith, J Großbach, M Clement‐Ziza… - Molecular Systems …, 2023 - embopress.org
The complexity of many cellular and organismal traits results from the integration of genetic
and environmental factors via molecular networks. Network structure and effect propagation …
and environmental factors via molecular networks. Network structure and effect propagation …
Chromatin domain alterations linked to 3D genome organization in a large cohort of schizophrenia and bipolar disorder brains
Chromosomal organization, scaling from the 147-base pair (bp) nucleosome to megabase-
ranging domains encompassing multiple transcriptional units, including heritability loci for …
ranging domains encompassing multiple transcriptional units, including heritability loci for …
A comparison of topologically associating domain callers over mammals at high resolution
E Sefer - BMC bioinformatics, 2022 - Springer
Abstract Background Topologically associating domains (TADs) are locally highly-
interacting genome regions, which also play a critical role in regulating gene expression in …
interacting genome regions, which also play a critical role in regulating gene expression in …
Early fault-tolerant quantum algorithms in practice: Application to ground-state energy estimation
We explore the practicality of early fault-tolerant quantum algorithms, focusing on ground-
state energy estimation problems. Specifically, we address the computation of the …
state energy estimation problems. Specifically, we address the computation of the …
Research on a new standardization method for milk FT-MIRS on different instruments based on agglomerative clustering and application strategies
Y Fan, Z Yang, G Yang, C Li, X Ren, C Chu… - … and Electronics in …, 2024 - Elsevier
Fourier transform mid-infrared spectroscopy (FT-MIRS) technique has been extensively
employed for performance measurement of dairy cows and dairy herd improvement (DHI) …
employed for performance measurement of dairy cows and dairy herd improvement (DHI) …
[HTML][HTML] Prediction of fatty acid composition using milk spectral data and its associations with various mid-infrared spectral regions in Michigan Holsteins
G Rovere, G de Los Campos, AL Lock, L Worden… - Journal of dairy …, 2021 - Elsevier
Fatty acid composition in milk is not only reflective of nutritional quality but also potentially
predictive of other attributes (eg including the cow's energy balance and its relative output of …
predictive of other attributes (eg including the cow's energy balance and its relative output of …