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Integrating Big Data in Introductory Statistics Education-Challenges for Instructors and Students

science instructors

Hsu JL.
GSID: 1jpkLmUy550J
JL Hsu, YR Chen - … Conference on Innovative Technologies and Learning, 2020 - Springer

… Challenges for instructors/students are: Software acquaintance – Python is a powerful software for data science. Instructors may have more knowledge than students in coding. For first-time statistics learners, training in software coding can be very challenging. Additional help...

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Hsu, J. L., & Chen, Y. R. (2020, November). Integrating Big Data in Introductory Statistics Education-Challenges for Instructors and Students. In International Conference on Innovative Technologies and Learning (pp. 263-267). Springer, Cham.
Hsu, Jane Lu, and You-Ren Chen. "Integrating Big Data in Introductory Statistics Education-Challenges for Instructors and Students." International Conference on Innovative Technologies and Learning. Springer, Cham, 2020.
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Recent trends in school-based mental health services among low-income and racial and ethnic minority adolescents

Minority STEM training

Cummings JR, Hu JC, Wen H, Wilk AS.
GSID: Zig39_K7JAMJ
AS Wilk, JC Hu, H Wen, JR Cummings - JAMA pediatrics, 2022 - jamanetwork.com

Methods| In this survey study, we used 2009-2019 public-use data from the National Survey on Drug Use and Health (NSDUH) to evaluate trends in self-reported receipt of any past-…

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Wilk, A. S., Hu, J. C., Wen, H., & Cummings, J. R. (2022). Recent trends in school-based mental health services among low-income and racial and ethnic minority adolescents. JAMA pediatrics, 176(8), 813-815.
Wilk, Adam S., et al. "Recent trends in school-based mental health services among low-income and racial and ethnic minority adolescents." JAMA pediatrics 176.8 (2022): 813-815.
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The physics of tossing fried rice

science instructors

Hu DL, Ko H.
GSID: LkA5qn5lwpsJ
H Ko, DL Hu - Journal of the Royal Society Interface, 2020 - royalsocietypublishing.org

Fried rice is a 1500-year-old dish that is prepared using wok tossing, a technique that enables food to undergo temperatures of 1200° C without burning. Tossing of the heavy wok …

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Ko, H., & Hu, D. L. (2020). The physics of tossing fried rice. Journal of the Royal Society Interface, 17(163), 20190622.
Ko, Hungtang, and David L. Hu. "The physics of tossing fried rice." Journal of the Royal Society Interface 17.163 (2020): 20190622.
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Bis[μ-N-(pyridin-2-yl)methane-sulfon-amido-κ(2) N:N']silver(I).

Acta crystallographica. Section E, Structure reports online

Hu HL, Yeh CW.
PMID: 24860285
Acta Crystallogr Sect E Struct Rep Online. 2013 Nov 27;69:m682. doi: 10.1107/S1600536813031814. eCollection 2013 Dec 01.

In the title compound, [Ag2(C6H7N2O2S)2], the Ag(I) atom is coordinated by two N atoms from two N-(pyridin-2-yl)methane-sulfonamidate anions in a slightly bent linear geometry [N-Ag-N = 166.03 (7)°]. The Ag(I) atoms are bridged by the N-(pyridin-2-yl)methane-sulfonamidate anions, forming a...

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Hu HL, Yeh CW. Bis[μ-N-(pyridin-2-yl)methane-sulfon-amido-κ(2) N:N']silver(I). Acta Crystallogr Sect E Struct Rep Online. 2013;69:m682doi: 10.1107/S1600536813031814.
Hu, H. L., & Yeh, C. W. (2013). Bis[μ-N-(pyridin-2-yl)methane-sulfon-amido-κ(2) N:N']silver(I). Acta crystallographica. Section E, Structure reports online, 69m682. https://doi.org/10.1107/S1600536813031814
Hu, Hui-Ling, and Yeh, Chun-Wei. "Bis[μ-N-(pyridin-2-yl)methane-sulfon-amido-κ(2) N:N']silver(I)." Acta crystallographica. Section E, Structure reports online vol. 69 (2013): m682. doi: https://doi.org/10.1107/S1600536813031814
Hu HL, Yeh CW. Bis[μ-N-(pyridin-2-yl)methane-sulfon-amido-κ(2) N:N']silver(I). Acta Crystallogr Sect E Struct Rep Online. 2013 Nov 27;69:m682. doi: 10.1107/S1600536813031814. eCollection 2013 Dec 01. PMID: 24860285; PMCID: PMC4004429.
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Metabolic Covariant Network in Relation to Nigrostriatal Degeneration in Carbon Monoxide Intoxication-Related Parkinsonism.

Frontiers in neuroscience

Chang CC, Hsu JL, Chang WN, Huang SH, Huang CW, Chang YT, Chen NC, Lui CC, Lee CC, Hsu SW.
PMID: 27199649
Front Neurosci. 2016 May 03;10:187. doi: 10.3389/fnins.2016.00187. eCollection 2016.

Presence of parkinsonian features after carbon monoxide (CO) intoxication is well known and the severity was found to relate to the pre-synaptic dopaminergic deficits. There is no systemic study to analyse the functional network involved in CO-related Parkinsonism. Forty-five...

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Chang CC, Hsu JL, Chang WN, et al. Metabolic Covariant Network in Relation to Nigrostriatal Degeneration in Carbon Monoxide Intoxication-Related Parkinsonism. Front Neurosci. 2016;10:187doi: 10.3389/fnins.2016.00187.
Chang, C. C., Hsu, J. L., Chang, W. N., Huang, S. H., Huang, C. W., Chang, Y. T., Chen, N. C., Lui, C. C., Lee, C. C., & Hsu, S. W. (2016). Metabolic Covariant Network in Relation to Nigrostriatal Degeneration in Carbon Monoxide Intoxication-Related Parkinsonism. Frontiers in neuroscience, 10187. https://doi.org/10.3389/fnins.2016.00187
Chang, Chiung-Chih, et al. "Metabolic Covariant Network in Relation to Nigrostriatal Degeneration in Carbon Monoxide Intoxication-Related Parkinsonism." Frontiers in neuroscience vol. 10 (2016): 187. doi: https://doi.org/10.3389/fnins.2016.00187
Chang CC, Hsu JL, Chang WN, Huang SH, Huang CW, Chang YT, Chen NC, Lui CC, Lee CC, Hsu SW. Metabolic Covariant Network in Relation to Nigrostriatal Degeneration in Carbon Monoxide Intoxication-Related Parkinsonism. Front Neurosci. 2016 May 03;10:187. doi: 10.3389/fnins.2016.00187. eCollection 2016. PMID: 27199649; PMCID: PMC4853409.
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Bisphenol A exposure promotes HTR-8/SVneo cell migration and impairs mouse placentation involving upregulation of integrin-β1 and MMP-9 and stimulation of MAPK and PI3K signaling pathways.

Oncotarget

Lan X, Fu LJ, Zhang J, Liu XQ, Zhang HJ, Zhang X, Ma MF, Chen XM, He JL, Li LB, Wang YX, Ding YB.
PMID: 28881663
Oncotarget. 2017 May 16;8(31):51507-51521. doi: 10.18632/oncotarget.17882. eCollection 2017 Aug 01.

In this study, we investigated the effect of Bisphenol A (BPA), an endocrine-disrupting chemical, on the migration of human trophoblasts and mouse placentation by using the primary extravillous trophoblast (EVT) and its cell line HTR-8/SVneo, villous explant cultures, and...

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Lan X, Fu LJ, Zhang J, et al. Bisphenol A exposure promotes HTR-8/SVneo cell migration and impairs mouse placentation involving upregulation of integrin-β1 and MMP-9 and stimulation of MAPK and PI3K signaling pathways. Oncotarget. 2017;8(31):51507-51521doi: 10.18632/oncotarget.17882.
Lan, X., Fu, L. J., Zhang, J., Liu, X. Q., Zhang, H. J., Zhang, X., Ma, M. F., Chen, X. M., He, J. L., Li, L. B., Wang, Y. X., & Ding, Y. B. (2017). Bisphenol A exposure promotes HTR-8/SVneo cell migration and impairs mouse placentation involving upregulation of integrin-β1 and MMP-9 and stimulation of MAPK and PI3K signaling pathways. Oncotarget, 8(31), 51507-51521. https://doi.org/10.18632/oncotarget.17882
Lan, Xi, et al. "Bisphenol A exposure promotes HTR-8/SVneo cell migration and impairs mouse placentation involving upregulation of integrin-β1 and MMP-9 and stimulation of MAPK and PI3K signaling pathways." Oncotarget vol. 8,31 (2017): 51507-51521. doi: https://doi.org/10.18632/oncotarget.17882
Lan X, Fu LJ, Zhang J, Liu XQ, Zhang HJ, Zhang X, Ma MF, Chen XM, He JL, Li LB, Wang YX, Ding YB. Bisphenol A exposure promotes HTR-8/SVneo cell migration and impairs mouse placentation involving upregulation of integrin-β1 and MMP-9 and stimulation of MAPK and PI3K signaling pathways. Oncotarget. 2017 May 16;8(31):51507-51521. doi: 10.18632/oncotarget.17882. eCollection 2017 Aug 01. PMID: 28881663; PMCID: PMC5584264.
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Optimizing the De-Noise Neural Network Model for GPS Time-Series Monitoring of Structures.

Sensors (Basel, Switzerland)

Kaloop MR, Hu JW.
PMID: 26402687
Sensors (Basel). 2015 Sep 22;15(9):24428-44. doi: 10.3390/s150924428.

The Global Positioning System (GPS) is recently used widely in structures and other applications. Notwithstanding, the GPS accuracy still suffers from the errors afflicting the measurements, particularly the short-period displacement of structural components. Previously, the multi filter method is...

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Kaloop MR, Hu JW. Optimizing the De-Noise Neural Network Model for GPS Time-Series Monitoring of Structures. Sensors (Basel). 2015;15(9):24428-44doi: 10.3390/s150924428.
Kaloop, M. R., & Hu, J. W. (2015). Optimizing the De-Noise Neural Network Model for GPS Time-Series Monitoring of Structures. Sensors (Basel, Switzerland), 15(9), 24428-44. https://doi.org/10.3390/s150924428
Kaloop, Mosbeh R, and Hu, Jong Wan. "Optimizing the De-Noise Neural Network Model for GPS Time-Series Monitoring of Structures." Sensors (Basel, Switzerland) vol. 15,9 (2015): 24428-44. doi: https://doi.org/10.3390/s150924428
Kaloop MR, Hu JW. Optimizing the De-Noise Neural Network Model for GPS Time-Series Monitoring of Structures. Sensors (Basel). 2015 Sep 22;15(9):24428-44. doi: 10.3390/s150924428. PMID: 26402687; PMCID: PMC4610480.
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Kinetics of cytochrome P450 enzymes for metabolism of sodium tanshinone IIA sulfonate in vitro.

Chinese medicine

Ouyang DS, Huang WH, Chen D, Zhang W, Tan ZR, Peng JB, Wang YC, Guo Y, Hu DL, Xiao J, Chen Y.
PMID: 27006687
Chin Med. 2016 Mar 22;11:11. doi: 10.1186/s13020-016-0083-z. eCollection 2016.

BACKGROUND: Sodium tanshinone IIA sulfonate (STS) is a water-soluble derivative of tanshinone IIA for treating cardiovascular disorders. The roles of cytochrome P450 enzymes (CYPs) in the metabolism of STS have remained unclear. This study aims to screen the main...

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Ouyang DS, Huang WH, Chen D, et al. Kinetics of cytochrome P450 enzymes for metabolism of sodium tanshinone IIA sulfonate in vitro. Chin Med. 2016;11:11doi: 10.1186/s13020-016-0083-z.
Ouyang, D. S., Huang, W. H., Chen, D., Zhang, W., Tan, Z. R., Peng, J. B., Wang, Y. C., Guo, Y., Hu, D. L., Xiao, J., & Chen, Y. (2016). Kinetics of cytochrome P450 enzymes for metabolism of sodium tanshinone IIA sulfonate in vitro. Chinese medicine, 1111. https://doi.org/10.1186/s13020-016-0083-z
Ouyang, Dong-Sheng, et al. "Kinetics of cytochrome P450 enzymes for metabolism of sodium tanshinone IIA sulfonate in vitro." Chinese medicine vol. 11 (2016): 11. doi: https://doi.org/10.1186/s13020-016-0083-z
Ouyang DS, Huang WH, Chen D, Zhang W, Tan ZR, Peng JB, Wang YC, Guo Y, Hu DL, Xiao J, Chen Y. Kinetics of cytochrome P450 enzymes for metabolism of sodium tanshinone IIA sulfonate in vitro. Chin Med. 2016 Mar 22;11:11. doi: 10.1186/s13020-016-0083-z. eCollection 2016. PMID: 27006687; PMCID: PMC4802617.
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De novo transcriptome assembly databases for the butterfly orchid Phalaenopsis equestris.

Scientific data

Niu SC, Xu Q, Zhang GQ, Zhang YQ, Tsai WC, Hsu JL, Liang CK, Luo YB, Liu ZJ.
PMID: 27673730
Sci Data. 2016 Sep 27;3:160083. doi: 10.1038/sdata.2016.83.

Orchids are renowned for their spectacular flowers and ecological adaptations. After the sequencing of the genome of the tropical epiphytic orchid Phalaenopsis equestris, we combined Illumina HiSeq2000 for RNA-Seq and Trinity for de novo assembly to characterize the transcriptomes...

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Niu SC, Xu Q, Zhang GQ, et al. De novo transcriptome assembly databases for the butterfly orchid Phalaenopsis equestris. Sci Data. 2016;3:160083doi: 10.1038/sdata.2016.83.
Niu, S. C., Xu, Q., Zhang, G. Q., Zhang, Y. Q., Tsai, W. C., Hsu, J. L., Liang, C. K., Luo, Y. B., & Liu, Z. J. (2016). De novo transcriptome assembly databases for the butterfly orchid Phalaenopsis equestris. Scientific data, 3160083. https://doi.org/10.1038/sdata.2016.83
Niu, Shan-Ce, et al. "De novo transcriptome assembly databases for the butterfly orchid Phalaenopsis equestris." Scientific data vol. 3 (2016): 160083. doi: https://doi.org/10.1038/sdata.2016.83
Niu SC, Xu Q, Zhang GQ, Zhang YQ, Tsai WC, Hsu JL, Liang CK, Luo YB, Liu ZJ. De novo transcriptome assembly databases for the butterfly orchid Phalaenopsis equestris. Sci Data. 2016 Sep 27;3:160083. doi: 10.1038/sdata.2016.83. PMID: 27673730; PMCID: PMC5037975.
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Fabrication of High-Q Nanobeam Photonic Crystals in Epitaxially Grown 4H-SiC.

Nano letters

Bracher DO, Hu EL.
PMID: 26305122
Nano Lett. 2015 Sep 09;15(9):6202-7. doi: 10.1021/acs.nanolett.5b02542. Epub 2015 Aug 28.

Silicon carbide (SiC) is an intriguing material due to the presence of spin-active point defects in several polytypes, including 4H-SiC. For many quantum information and sensing applications involving such point defects, it is important to couple their emission to...

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Bracher DO, Hu EL. Fabrication of High-Q Nanobeam Photonic Crystals in Epitaxially Grown 4H-SiC. Nano Lett. 2015;15(9):6202-7doi: 10.1021/acs.nanolett.5b02542.
Bracher, D. O., & Hu, E. L. (2015). Fabrication of High-Q Nanobeam Photonic Crystals in Epitaxially Grown 4H-SiC. Nano letters, 15(9), 6202-7. https://doi.org/10.1021/acs.nanolett.5b02542
Bracher, David O, and Hu, Evelyn L. "Fabrication of High-Q Nanobeam Photonic Crystals in Epitaxially Grown 4H-SiC." Nano letters vol. 15,9 (2015): 6202-7. doi: https://doi.org/10.1021/acs.nanolett.5b02542
Bracher DO, Hu EL. Fabrication of High-Q Nanobeam Photonic Crystals in Epitaxially Grown 4H-SiC. Nano Lett. 2015 Sep 09;15(9):6202-7. doi: 10.1021/acs.nanolett.5b02542. Epub 2015 Aug 28. PMID: 26305122.
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Robotic-assisted laparoscopic radical prostatectomy after aborted retropubic radical prostatectomy.

Journal of robotic surgery

Kowalczyk KJ, Huang AC, Williams SB, Yu HY, Hu JC.
PMID: 27000927
J Robot Surg. 2013 Sep;7(3):301-4. doi: 10.1007/s11701-012-0377-9. Epub 2012 Aug 19.

Robotic-assisted laparoscopic prostatectomy (RALP) has surged in popularity since US Food and Drug Administration approval in 2000. Advantages include improved visualization and increased instrument dexterity within the pelvis. Obesity and narrow pelves have been associated with increased difficulty during...

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Kowalczyk KJ, Huang AC, Williams SB, et al. Robotic-assisted laparoscopic radical prostatectomy after aborted retropubic radical prostatectomy. J Robot Surg. 2012;7(3):301-4doi: 10.1007/s11701-012-0377-9.
Kowalczyk, K. J., Huang, A. C., Williams, S. B., Yu, H. Y., & Hu, J. C. (2013). Robotic-assisted laparoscopic radical prostatectomy after aborted retropubic radical prostatectomy. Journal of robotic surgery, 7(3), 301-4. https://doi.org/10.1007/s11701-012-0377-9
Kowalczyk, Keith J, et al. "Robotic-assisted laparoscopic radical prostatectomy after aborted retropubic radical prostatectomy." Journal of robotic surgery vol. 7,3 (2013): 301-4. doi: https://doi.org/10.1007/s11701-012-0377-9
Kowalczyk KJ, Huang AC, Williams SB, Yu HY, Hu JC. Robotic-assisted laparoscopic radical prostatectomy after aborted retropubic radical prostatectomy. J Robot Surg. 2013 Sep;7(3):301-4. doi: 10.1007/s11701-012-0377-9. Epub 2012 Aug 19. PMID: 27000927.
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To Resolve or Not To Resolve, that Is the Question: The Dual-Path Model of Incongruity Resolution and Absurd Verbal Humor by fMRI.

Frontiers in psychology

Dai RH, Chen HC, Chan YC, Wu CL, Li P, Cho SL, Hu JF.
PMID: 28484402
Front Psychol. 2017 Apr 24;8:498. doi: 10.3389/fpsyg.2017.00498. eCollection 2017.

It is well accepted that the humor comprehension processing involves incongruity detection and resolution and then induces a feeling of amusement. However, this three-stage model of humor processing does not apply to absurd humor (so-called nonsense humor). Absurd humor...

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Dai RH, Chen HC, Chan YC, et al. To Resolve or Not To Resolve, that Is the Question: The Dual-Path Model of Incongruity Resolution and Absurd Verbal Humor by fMRI. Front Psychol. 2017;8:498doi: 10.3389/fpsyg.2017.00498.
Dai, R. H., Chen, H. C., Chan, Y. C., Wu, C. L., Li, P., Cho, S. L., & Hu, J. F. (2017). To Resolve or Not To Resolve, that Is the Question: The Dual-Path Model of Incongruity Resolution and Absurd Verbal Humor by fMRI. Frontiers in psychology, 8498. https://doi.org/10.3389/fpsyg.2017.00498
Dai, Ru H, et al. "To Resolve or Not To Resolve, that Is the Question: The Dual-Path Model of Incongruity Resolution and Absurd Verbal Humor by fMRI." Frontiers in psychology vol. 8 (2017): 498. doi: https://doi.org/10.3389/fpsyg.2017.00498
Dai RH, Chen HC, Chan YC, Wu CL, Li P, Cho SL, Hu JF. To Resolve or Not To Resolve, that Is the Question: The Dual-Path Model of Incongruity Resolution and Absurd Verbal Humor by fMRI. Front Psychol. 2017 Apr 24;8:498. doi: 10.3389/fpsyg.2017.00498. eCollection 2017. PMID: 28484402; PMCID: PMC5402715.
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Showing 1 to 12 of 2177 entries