Convolutional dictionary learning for blind deconvolution of optical coherence tomography images. [PDF]
Biomed Opt Express, 2022 Wang J, Wohlberg B, Adamson RBA.
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Copula‐based joint modelling of emergency department visits with time‐varying dependence
Canadian Journal of Statistics, EarlyView.Abstract Jointly modelling multiple correlated count time series is essential in health services research, where outcomes like emergency visits for mental health and substance use often evolve together. Ignoring these dependencies can obscure meaningful trends and limit the effectiveness of policy evaluation.
Guanjie Lyu, Cindy Feng, Lihui Liu
wiley +1 more source
Pseudo-HFOs Elimination in iEEG Recordings Using a Robust Residual-Based Dictionary Learning Framework. [PDF]
IEEE J Biomed Health InformBesheli BF +9 more
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Dictionary learning allows model-free pseudotime estimation of transcriptomic data. [PDF]
BMC Genomics, 2022 Rams M, Rams M, Conrad TOF.
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The life and work of Ernest Sydney Keeping
Canadian Journal of Statistics, EarlyView.Abstract This article reviews the life and contributions of Ernest S. Keeping (1895–1984), a British‐born physicist who became a mathematics professor at the University of Alberta in 1929. He played a pivotal role in shaping the university's Mathematics Department, serving as its head from 1954 to 1961, and continuing to teach until 1970, nine years ...
David R. Bellhouse, Christian Genest
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Enhancing photon-counting computed tomography reconstruction via subspace dictionary learning and spatial sparsity regularization. [PDF]
Quant Imaging Med SurgXing Q, Cai A, Zheng Z, Li L, Yan B.
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Sparse dictionary learning recovers pleiotropy from human cell fitness screens. [PDF]
Cell Syst, 2022 Pan J +9 more
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Intelligent Automation Improved Efficiency in Pharmacovigilance Safety Signal Assessment
Clinical Pharmacology &Therapeutics, EarlyView.Pharmacovigilance is the science involving the detection, assessment, understanding, and prevention of adverse events associated with drugs, biologics, or medical devices. In pharmacovigilance, information that suggests a new potential causal relationship between an intervention and an adverse event is called a safety signal. Following their detection,
Jeffrey Warner +3 more
wiley +1 more source
Mapping longitudinally consistent intrinsic connectivity networks in macaque brain via longitudinal sparse dictionary learning. [PDF]
IBRO Neurosci RepZidan AH, Jahin A, Bao Y, Zhang W.
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Dictionary learning for signal classification.
, 2014 Signal classification is widely applied in science and engineering such as in audio and visual signal processing. The performance of a typical classification system depends highly on the features (used to represent a signal in a lower dimensional space) and the classification algorithms (used to determine the category of the signal based on the ...
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