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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
1880 2
1964 1
1975 10
1976 14
1977 11
1978 13
1979 24
1980 24
1981 24
1982 34
1983 31
1984 24
1985 36
1986 39
1987 30
1988 40
1989 29
1990 30
1991 29
1992 39
1993 47
1994 54
1995 47
1996 50
1997 69
1998 58
1999 77
2000 51
2001 70
2002 58
2003 63
2004 59
2005 55
2006 43
2007 46
2008 59
2009 61
2010 80
2011 76
2012 62
2013 74
2014 91
2015 98
2016 111
2017 103
2018 117
2019 118
2020 128
2021 127
2022 133
2023 113
2024 47

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2,682 results

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Page 1
Neural Granger Causality.
Tank A, Covert I, Foti N, Shojaie A, Fox EB. Tank A, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Aug;44(8):4267-4279. doi: 10.1109/TPAMI.2021.3065601. Epub 2022 Jul 1. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33705309 Free PMC article.
While most classical approaches to Granger causality detection assume linear dynamics, many interactions in real-world applications, like neuroscience and genomics, are inherently nonlinear. ...We show that our neural Granger causality methods outperform state-of-th …
While most classical approaches to Granger causality detection assume linear dynamics, many interactions in real-world applications, …
Granger Causality-Based Analysis for Classification of Fibrillation Mechanisms and Localization of Rotational Drivers.
Handa BS, Li X, Aras KK, Qureshi NA, Mann I, Chowdhury RA, Whinnett ZI, Linton NWF, Lim PB, Kanagaratnam P, Efimov IR, Peters NS, Ng FS. Handa BS, et al. Circ Arrhythm Electrophysiol. 2020 Mar;13(3):e008237. doi: 10.1161/CIRCEP.119.008237. Epub 2020 Feb 16. Circ Arrhythm Electrophysiol. 2020. PMID: 32064900 Free PMC article.
RESULTS: Global VF organization quantified by causality pairing index showed a negative correlation at progressively lower resolutions (50% resolution: P=0.006, R(2)=0.38, 12.5% resolution, P=0.004, R(2)=0.41) with a phase analysis derived measure of disorganization …
RESULTS: Global VF organization quantified by causality pairing index showed a negative correlation at progressively lower resolutions (50% …
Celebrating 40 Years of Accomplishments.
Dominiczak AF, Kuo D, Bhalla V, Granger JP, Griffin KA. Dominiczak AF, et al. Hypertension. 2019 Jan;73(1):3-6. doi: 10.1161/HYPERTENSIONAHA.118.12252. Hypertension. 2019. PMID: 30571572 No abstract available.
Intestinal blood flow.
Granger DN, Richardson PD, Kvietys PR, Mortillaro NA. Granger DN, et al. Gastroenterology. 1980 Apr;78(4):837-63. Gastroenterology. 1980. PMID: 6101568 Review. No abstract available.
Impact of the Global Fear Index (COVID-19 Panic) on the S&P Global Indices Associated with Natural Resources, Agribusiness, Energy, Metals, and Mining: Granger Causality and Shannon and Renyi Transfer Entropy.
Celso-Arellano P, Gualajara V, Coronado S, Martinez JN, Venegas-Martínez F. Celso-Arellano P, et al. Entropy (Basel). 2023 Feb 8;25(2):313. doi: 10.3390/e25020313. Entropy (Basel). 2023. PMID: 36832679 Free PMC article.
This paper aims to examine the interconnection or interdependencies between the GFI and a set of global indexes related to the financial and economic activities associated with natural resources, raw materials, agribusiness, energy, metals, and mining, such as: the S&P …
This paper aims to examine the interconnection or interdependencies between the GFI and a set of global indexes related to the financial and …
Electroencephalogram-Based Brain Connectivity Analysis in Prolonged Disorders of Consciousness.
Wu Y, Li Z, Qu R, Wang Y, Li Z, Wang L, Zhao G, Feng K, Cheng Y, Yin S. Wu Y, et al. Neural Plast. 2023 Apr 18;2023:4142053. doi: 10.1155/2023/4142053. eCollection 2023. Neural Plast. 2023. PMID: 37113750 Free PMC article.
Granger causality showed that the intensity of directed connections between the two hemispheres in the DOC group at the same threshold was significantly reduced (Z = -82.43, P < 0.01). The PTE of each frequency band in the DOC group was lower than that in the CG. …
Granger causality showed that the intensity of directed connections between the two hemispheres in the DOC group at the same threshol …
Granger Causality Testing with Intensive Longitudinal Data.
Molenaar PCM. Molenaar PCM. Prev Sci. 2019 Apr;20(3):442-451. doi: 10.1007/s11121-018-0919-0. Prev Sci. 2019. PMID: 29858760
VARs have two equivalent representations: standard and structural. Results obtained with Granger causality testing depend upon which representation is chosen, yet no criteria exist on which this important choice can be based. ...Partial directed coherence, a frequency-doma …
VARs have two equivalent representations: standard and structural. Results obtained with Granger causality testing depend upon which …
Enhanced Myocardial Adenylyl Cyclase Activity Alters Heart-Brain Communication.
Agrimi J, Menicucci D, Qu JH, Laurino M, Mackey CD, Hasnain L, Tarasova YS, Tarasov KV, McDevitt RA, Hoover DB, Gemignani A, Paolocci N, Lakatta EG. Agrimi J, et al. JACC Clin Electrophysiol. 2023 Nov;9(11):2219-2235. doi: 10.1016/j.jacep.2023.07.023. Epub 2023 Sep 20. JACC Clin Electrophysiol. 2023. PMID: 37737772
METHODS: A telemetry system was used to record electrocardiogram (ECG) and electroencephalogram (EEG) in TGAC8 and wild-type mice simultaneously. The Granger causality statistical approach evaluated variations in the ECG/EEG relationship. ...RESULTS: Behavioral testing rev …
METHODS: A telemetry system was used to record electrocardiogram (ECG) and electroencephalogram (EEG) in TGAC8 and wild-type mice simultaneo …
Data-driven causal analysis of observational biological time series.
Yuan AE, Shou W. Yuan AE, et al. Elife. 2022 Aug 19;11:e72518. doi: 10.7554/eLife.72518. Elife. 2022. PMID: 35983746 Free PMC article. Review.
Here, we provide an accessible and critical review of three statistical causal discovery approaches (pairwise correlation, Granger causality, and state space reconstruction), using examples inspired by ecological processes. ...
Here, we provide an accessible and critical review of three statistical causal discovery approaches (pairwise correlation, Granger ca …
Schizophrenia MEG Network Analysis Based on Kernel Granger Causality.
Wang Q, Yao W, Bai D, Yi W, Yan W, Wang J. Wang Q, et al. Entropy (Basel). 2023 Jun 30;25(7):1006. doi: 10.3390/e25071006. Entropy (Basel). 2023. PMID: 37509953 Free PMC article.
We first generate data based on coupled autoregressive processes to test the effectiveness of MKGC in comparison with the bivariate linear Granger causality and bivariate inhomogeneous polynomial kernel Granger causality. ...The most significant difference in the in …
We first generate data based on coupled autoregressive processes to test the effectiveness of MKGC in comparison with the bivariate linear …
2,682 results