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ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning

K-12 STEM training

Bai Z, Tang J, Wan X, Zhou X.
GSID: 5Rz9n_Y_dSgJ
J Tang, X Zhou, X Wan, M Daley, Z Bai - International Journal of Artificial …, 2022 - Springer

… K-12 STEM teachers to adopt ML in their classroom, as highlighted by a recent review study about the lack of suggestions and empirical evidence on “the training of … for K-12 STEM …

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Tang, J., Zhou, X., Wan, X., Daley, M., & Bai, Z. (2022). ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning. International Journal of Artificial Intelligence in Education, 1-40.
Tang, Jingwan, et al. "ML4STEM Professional Development Program: Enriching K-12 STEM Teaching with Machine Learning." International Journal of Artificial Intelligence in Education (2022): 1-40.
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SmileyCluster: supporting accessible machine learning in K-12 scientific discovery

K-12 STEM training

Bai Z, Wan X, Ye Z, Zhou X.
GSID: qQYW65j75U0J
X Wan, X Zhou, Z Ye, CK Mortensen, Z Bai - proceedings of the …, 2020 - dl.acm.org

… , robot control and model training [57]. Obstacles … STEM subjects such as biology [33] environmental science [1], and chemistry [45], which may lead to a tight connection with K-12 STEM …

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Wan, X., Zhou, X., Ye, Z., Mortensen, C. K., & Bai, Z. (2020, June). SmileyCluster: supporting accessible machine learning in K-12 scientific discovery. In proceedings of the Interaction Design and Children Conference (pp. 23-35).
Wan, Xiaoyu, et al. "SmileyCluster: supporting accessible machine learning in K-12 scientific discovery." proceedings of the Interaction Design and Children Conference. 2020.
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Outcome of endoscopic transsphenoidal surgery in combination with somatostatin analogues in patients with growth hormone producing pituitary adenoma.

Journal of Korean Neurosurgical Society

Zhou T, Wang F, Meng X, Ba J, Wei S, Xu B.
PMID: 25535518
J Korean Neurosurg Soc. 2014 Nov;56(5):405-9. doi: 10.3340/jkns.2014.56.5.405. Epub 2014 Nov 30.

OBJECTIVE: To determine the efficacy of endoscopic surgery in combination with long-acting somatostatin analogues (SSAs) in treating patients with growth hormone (GH)-secreting pituitary tumor.METHODS: We performed retrospective analysis of 133 patients with GH producing pituitary adenoma who underwent pure...

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Zhou T, Wang F, Meng X, et al. Outcome of endoscopic transsphenoidal surgery in combination with somatostatin analogues in patients with growth hormone producing pituitary adenoma. J Korean Neurosurg Soc. 2014;56(5):405-9doi: 10.3340/jkns.2014.56.5.405.
Zhou, T., Wang, F., Meng, X., Ba, J., Wei, S., & Xu, B. (2014). Outcome of endoscopic transsphenoidal surgery in combination with somatostatin analogues in patients with growth hormone producing pituitary adenoma. Journal of Korean Neurosurgical Society, 56(5), 405-9. https://doi.org/10.3340/jkns.2014.56.5.405
Zhou, Tao, et al. "Outcome of endoscopic transsphenoidal surgery in combination with somatostatin analogues in patients with growth hormone producing pituitary adenoma." Journal of Korean Neurosurgical Society vol. 56,5 (2014): 405-9. doi: https://doi.org/10.3340/jkns.2014.56.5.405
Zhou T, Wang F, Meng X, Ba J, Wei S, Xu B. Outcome of endoscopic transsphenoidal surgery in combination with somatostatin analogues in patients with growth hormone producing pituitary adenoma. J Korean Neurosurg Soc. 2014 Nov;56(5):405-9. doi: 10.3340/jkns.2014.56.5.405. Epub 2014 Nov 30. PMID: 25535518; PMCID: PMC4272999.
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Relapsed angioimmunoblastic T-cell lymphoma with acquired expression of CD20: a case report and review of the literature.

BMC clinical pathology

Banz Y, Krasniqi F, Dirnhofer S, Tzankov A.
PMID: 23738899
BMC Clin Pathol. 2013 Jun 05;13:18. doi: 10.1186/1472-6890-13-18.

BACKGROUND: Angioimmunoblastic T-cell lymphoma is one of the most common types of peripheral T-cell lymphomas, usually presenting at an older age with an aggressive clinical course. Its characteristic morphological presentation and follicular helper T-cell phenotype help to distinguish it...

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Banz Y, Krasniqi F, Dirnhofer S, et al. Relapsed angioimmunoblastic T-cell lymphoma with acquired expression of CD20: a case report and review of the literature. BMC Clin Pathol. 2013;13:18doi: 10.1186/1472-6890-13-18.
Banz, Y., Krasniqi, F., Dirnhofer, S., & Tzankov, A. (2013). Relapsed angioimmunoblastic T-cell lymphoma with acquired expression of CD20: a case report and review of the literature. BMC clinical pathology, 1318. https://doi.org/10.1186/1472-6890-13-18
Banz, Yara, et al. "Relapsed angioimmunoblastic T-cell lymphoma with acquired expression of CD20: a case report and review of the literature." BMC clinical pathology vol. 13 (2013): 18. doi: https://doi.org/10.1186/1472-6890-13-18
Banz Y, Krasniqi F, Dirnhofer S, Tzankov A. Relapsed angioimmunoblastic T-cell lymphoma with acquired expression of CD20: a case report and review of the literature. BMC Clin Pathol. 2013 Jun 05;13:18. doi: 10.1186/1472-6890-13-18. PMID: 23738899; PMCID: PMC3680012.
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Double-Walled Sb@TiO2-x Nanotubes as a Superior High-Rate and Ultralong-Lifespan Anode Material for Na-Ion and Li-Ion Batteries.

Advanced materials (Deerfield Beach, Fla.)

Wang N, Bai Z, Qian Y, Yang J.
PMID: 26923105
Adv Mater. 2016 Jun;28(21):4126-33. doi: 10.1002/adma.201505918. Epub 2016 Feb 29.

Double-walled Sb@TiO2- x nanotubes take full advantage of the high capacity of Sb, the good stability of TiO2- x , and their unique interaction, realizing excellent electrochemical performance both in lithium-ion batteries and sodium-ion batteries.

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Wang N, Bai Z, Qian Y, et al. Double-Walled Sb@TiO2-x Nanotubes as a Superior High-Rate and Ultralong-Lifespan Anode Material for Na-Ion and Li-Ion Batteries. Adv Mater. 2016;28(21):4126-33doi: 10.1002/adma.201505918.
Wang, N., Bai, Z., Qian, Y., & Yang, J. (2016). Double-Walled Sb@TiO2-x Nanotubes as a Superior High-Rate and Ultralong-Lifespan Anode Material for Na-Ion and Li-Ion Batteries. Advanced materials (Deerfield Beach, Fla.), 28(21), 4126-33. https://doi.org/10.1002/adma.201505918
Wang, Nana, et al. "Double-Walled Sb@TiO2-x Nanotubes as a Superior High-Rate and Ultralong-Lifespan Anode Material for Na-Ion and Li-Ion Batteries." Advanced materials (Deerfield Beach, Fla.) vol. 28,21 (2016): 4126-33. doi: https://doi.org/10.1002/adma.201505918
Wang N, Bai Z, Qian Y, Yang J. Double-Walled Sb@TiO2-x Nanotubes as a Superior High-Rate and Ultralong-Lifespan Anode Material for Na-Ion and Li-Ion Batteries. Adv Mater. 2016 Jun;28(21):4126-33. doi: 10.1002/adma.201505918. Epub 2016 Feb 29. PMID: 26923105.
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Effectiveness and safety of PD-1/PD-L1 inhibitors in the treatment of solid tumors: a systematic review and meta-analysis.

Oncotarget

Wang X, Bao Z, Zhang X, Li F, Lai T, Cao C, Chen Z, Li W, Shen H, Ying S.
PMID: 28938692
Oncotarget. 2017 May 31;8(35):59901-59914. doi: 10.18632/oncotarget.18316. eCollection 2017 Aug 29.

BACKGROUND: PD-1/PD-L1 inhibitors have been implicated as potentially effective anti-cancer therapies. Some clinical randomized controlled trials (RCTs) have been completed for a variety of PD-1/PD-L1 inhibitors to treat various malignancies, and more RCTs are still under way. We carried...

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Wang X, Bao Z, Zhang X, et al. Effectiveness and safety of PD-1/PD-L1 inhibitors in the treatment of solid tumors: a systematic review and meta-analysis. Oncotarget. 2017;8(35):59901-59914doi: 10.18632/oncotarget.18316.
Wang, X., Bao, Z., Zhang, X., Li, F., Lai, T., Cao, C., Chen, Z., Li, W., Shen, H., & Ying, S. (2017). Effectiveness and safety of PD-1/PD-L1 inhibitors in the treatment of solid tumors: a systematic review and meta-analysis. Oncotarget, 8(35), 59901-59914. https://doi.org/10.18632/oncotarget.18316
Wang, Xiaohui, et al. "Effectiveness and safety of PD-1/PD-L1 inhibitors in the treatment of solid tumors: a systematic review and meta-analysis." Oncotarget vol. 8,35 (2017): 59901-59914. doi: https://doi.org/10.18632/oncotarget.18316
Wang X, Bao Z, Zhang X, Li F, Lai T, Cao C, Chen Z, Li W, Shen H, Ying S. Effectiveness and safety of PD-1/PD-L1 inhibitors in the treatment of solid tumors: a systematic review and meta-analysis. Oncotarget. 2017 May 31;8(35):59901-59914. doi: 10.18632/oncotarget.18316. eCollection 2017 Aug 29. PMID: 28938692; PMCID: PMC5601788.
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Insight into the phase evolution of a NiMgAl catalyst from the reduction stage to the post-reaction stage during the dry reforming of methane.

Chemical communications (Cambridge, England)

Bao Z, Zhan Y, Street J, Xu W, To F, Yu F.
PMID: 28516177
Chem Commun (Camb). 2017 May 30;53(44):6001-6004. doi: 10.1039/c7cc03094k.

Herein, phase evolution of a NiMgAl oxide catalyst at the reduction stage was qualitatively analysed and quantitatively determined by employing the continuous changes in its XRD intensity and TPR information. The stable crystallite size of both the active metal...

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Bao Z, Zhan Y, Street J, et al. Insight into the phase evolution of a NiMgAl catalyst from the reduction stage to the post-reaction stage during the dry reforming of methane. Chem Commun (Camb). 2017;53(44):6001-6004doi: 10.1039/c7cc03094k.
Bao, Z., Zhan, Y., Street, J., Xu, W., To, F., & Yu, F. (2017). Insight into the phase evolution of a NiMgAl catalyst from the reduction stage to the post-reaction stage during the dry reforming of methane. Chemical communications (Cambridge, England), 53(44), 6001-6004. https://doi.org/10.1039/c7cc03094k
Bao, Zhenghong, et al. "Insight into the phase evolution of a NiMgAl catalyst from the reduction stage to the post-reaction stage during the dry reforming of methane." Chemical communications (Cambridge, England) vol. 53,44 (2017): 6001-6004. doi: https://doi.org/10.1039/c7cc03094k
Bao Z, Zhan Y, Street J, Xu W, To F, Yu F. Insight into the phase evolution of a NiMgAl catalyst from the reduction stage to the post-reaction stage during the dry reforming of methane. Chem Commun (Camb). 2017 May 30;53(44):6001-6004. doi: 10.1039/c7cc03094k. PMID: 28516177.
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Validation of the MASK-rhinitis visual analogue scale on smartphone screens to assess allergic rhinitis control.

Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology

Caimmi D, Baiz N, Tanno LK, Demoly P, Arnavielhe S, Murray R, Bedbrook A, Bergmann KC, De Vries G, Fokkens WJ, Fonseca J, Haahtela T, Keil T, Kuna P, Mullol J, Papadopoulos N, Passalacqua G, Samolinski B, Tomazic PV, Valiulis A, van Eerd M, Wickman M, Annesi-Maesano I, Bousquet J.
PMID: 28886234
Clin Exp Allergy. 2017 Dec;47(12):1526-1533. doi: 10.1111/cea.13025. Epub 2017 Oct 11.

BACKGROUND: Visual Analogue Scale (VAS) is a validated tool to assess control in allergic rhinitis patients.OBJECTIVE: The aim of this study was to validate the use of VAS in the MASK-rhinitis (MACVIA-ARIA Sentinel NetworK for allergic rhinitis) app (Allergy...

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Caimmi D, Baiz N, Tanno LK, et al. Validation of the MASK-rhinitis visual analogue scale on smartphone screens to assess allergic rhinitis control. Clin Exp Allergy. 2017;47(12):1526-1533doi: 10.1111/cea.13025.
Caimmi, D., Baiz, N., Tanno, L. K., Demoly, P., Arnavielhe, S., Murray, R., Bedbrook, A., Bergmann, K. C., De Vries, G., Fokkens, W. J., Fonseca, J., Haahtela, T., Keil, T., Kuna, P., Mullol, J., Papadopoulos, N., Passalacqua, G., Samolinski, B., Tomazic, P. V., Valiulis, A., van Eerd, M., Wickman, M., Annesi-Maesano, I., Bousquet, J. (2017). Validation of the MASK-rhinitis visual analogue scale on smartphone screens to assess allergic rhinitis control. Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology, 47(12), 1526-1533. https://doi.org/10.1111/cea.13025
Caimmi, D, et al. "Validation of the MASK-rhinitis visual analogue scale on smartphone screens to assess allergic rhinitis control." Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology vol. 47,12 (2017): 1526-1533. doi: https://doi.org/10.1111/cea.13025
Caimmi D, Baiz N, Tanno LK, Demoly P, Arnavielhe S, Murray R, Bedbrook A, Bergmann KC, De Vries G, Fokkens WJ, Fonseca J, Haahtela T, Keil T, Kuna P, Mullol J, Papadopoulos N, Passalacqua G, Samolinski B, Tomazic PV, Valiulis A, van Eerd M, Wickman M, Annesi-Maesano I, Bousquet J. Validation of the MASK-rhinitis visual analogue scale on smartphone screens to assess allergic rhinitis control. Clin Exp Allergy. 2017 Dec;47(12):1526-1533. doi: 10.1111/cea.13025. Epub 2017 Oct 11. PMID: 28886234.
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SOS1, HKT1;5, and NHX1 Synergistically Modulate Na.

Frontiers in plant science

Zhang WD, Wang P, Bao Z, Ma Q, Duan LJ, Bao AK, Zhang JL, Wang SM.
PMID: 28450879
Front Plant Sci. 2017 Apr 13;8:576. doi: 10.3389/fpls.2017.00576. eCollection 2017.

No abstract available.

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Zhang WD, Wang P, Bao Z, et al. SOS1, HKT1;5, and NHX1 Synergistically Modulate Na. Front Plant Sci. 2017;8:576doi: 10.3389/fpls.2017.00576.
Zhang, W. D., Wang, P., Bao, Z., Ma, Q., Duan, L. J., Bao, A. K., Zhang, J. L., & Wang, S. M. (2017). SOS1, HKT1;5, and NHX1 Synergistically Modulate Na. Frontiers in plant science, 8576. https://doi.org/10.3389/fpls.2017.00576
Zhang, Wei-Dan, et al. "SOS1, HKT1;5, and NHX1 Synergistically Modulate Na." Frontiers in plant science vol. 8 (2017): 576. doi: https://doi.org/10.3389/fpls.2017.00576
Zhang WD, Wang P, Bao Z, Ma Q, Duan LJ, Bao AK, Zhang JL, Wang SM. SOS1, HKT1;5, and NHX1 Synergistically Modulate Na. Front Plant Sci. 2017 Apr 13;8:576. doi: 10.3389/fpls.2017.00576. eCollection 2017. PMID: 28450879; PMCID: PMC5390037.
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A highly stretchable, transparent, and conductive polymer.

Science advances

Wang Y, Zhu C, Pfattner R, Yan H, Jin L, Chen S, Molina-Lopez F, Lissel F, Liu J, Rabiah NI, Chen Z, Chung JW, Linder C, Toney MF, Murmann B, Bao Z.
PMID: 28345040
Sci Adv. 2017 Mar 10;3(3):e1602076. doi: 10.1126/sciadv.1602076. eCollection 2017 Mar.

Previous breakthroughs in stretchable electronics stem from strain engineering and nanocomposite approaches. Routes toward intrinsically stretchable molecular materials remain scarce but, if successful, will enable simpler fabrication processes, such as direct printing and coating, mechanically robust devices, and more...

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Wang Y, Zhu C, Pfattner R, et al. A highly stretchable, transparent, and conductive polymer. Sci Adv. 2017;3(3):e1602076doi: 10.1126/sciadv.1602076.
Wang, Y., Zhu, C., Pfattner, R., Yan, H., Jin, L., Chen, S., Molina-Lopez, F., Lissel, F., Liu, J., Rabiah, N. I., Chen, Z., Chung, J. W., Linder, C., Toney, M. F., Murmann, B., & Bao, Z. (2017). A highly stretchable, transparent, and conductive polymer. Science advances, 3(3), e1602076. https://doi.org/10.1126/sciadv.1602076
Wang, Yue, et al. "A highly stretchable, transparent, and conductive polymer." Science advances vol. 3,3 (2017): e1602076. doi: https://doi.org/10.1126/sciadv.1602076
Wang Y, Zhu C, Pfattner R, Yan H, Jin L, Chen S, Molina-Lopez F, Lissel F, Liu J, Rabiah NI, Chen Z, Chung JW, Linder C, Toney MF, Murmann B, Bao Z. A highly stretchable, transparent, and conductive polymer. Sci Adv. 2017 Mar 10;3(3):e1602076. doi: 10.1126/sciadv.1602076. eCollection 2017 Mar. PMID: 28345040; PMCID: PMC5345924.
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Draft Genome Sequence of Bacillus amyloliquefaciens EBL11, a New Strain of Plant Growth-Promoting Bacterium Isolated from Rice Rhizosphere.

Genome announcements

Wang Y, Wang X, Greenfield P, Jin D, Bai Z.
PMID: 25059875
Genome Announc. 2014 Jul 24;2(4). doi: 10.1128/genomeA.00732-14.

Bacillus amyloliquefaciens strain EBL11 is a bacterium that can promote plant growth by inhibiting the growth of fungi on plant surfaces and providing nutrients as a nonchemical biofertilizer. The estimated genome of this strain is 4.05 Mb in size...

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Wang Y, Wang X, Greenfield P, et al. Draft Genome Sequence of Bacillus amyloliquefaciens EBL11, a New Strain of Plant Growth-Promoting Bacterium Isolated from Rice Rhizosphere. Genome Announc. 2014;2(4)doi: 10.1128/genomeA.00732-14.
Wang, Y., Wang, X., Greenfield, P., Jin, D., & Bai, Z. (2014). Draft Genome Sequence of Bacillus amyloliquefaciens EBL11, a New Strain of Plant Growth-Promoting Bacterium Isolated from Rice Rhizosphere. Genome announcements, 2(4), . https://doi.org/10.1128/genomeA.00732-14
Wang, Yinghuan, et al. "Draft Genome Sequence of Bacillus amyloliquefaciens EBL11, a New Strain of Plant Growth-Promoting Bacterium Isolated from Rice Rhizosphere." Genome announcements vol. 2,4 (2014). doi: https://doi.org/10.1128/genomeA.00732-14
Wang Y, Wang X, Greenfield P, Jin D, Bai Z. Draft Genome Sequence of Bacillus amyloliquefaciens EBL11, a New Strain of Plant Growth-Promoting Bacterium Isolated from Rice Rhizosphere. Genome Announc. 2014 Jul 24;2(4). doi: 10.1128/genomeA.00732-14. PMID: 25059875; PMCID: PMC4110233.
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MicroRNA-495 suppresses human renal cell carcinoma malignancy by targeting SATB1.

American journal of translational research

Lv C, Bai Z, Liu Z, Luo P, Zhang J.
PMID: 26692942
Am J Transl Res. 2015 Oct 15;7(10):1992-9. eCollection 2015.

Deregulated expression of miRNAs is related to progression and initiation of human cancers. Although miR-495 has identified in various tumors, its expression and function in renal cell carcinoma (RCC) is still unknown. In this study, we found that the...

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Lv C, Bai Z, Liu Z, et al. MicroRNA-495 suppresses human renal cell carcinoma malignancy by targeting SATB1. Am J Transl Res. 2015;7(10):1992-9
Lv, C., Bai, Z., Liu, Z., Luo, P., & Zhang, J. (2015). MicroRNA-495 suppresses human renal cell carcinoma malignancy by targeting SATB1. American journal of translational research, 7(10), 1992-9.
Lv, Cai, et al. "MicroRNA-495 suppresses human renal cell carcinoma malignancy by targeting SATB1." American journal of translational research vol. 7,10 (2015): 1992-9.
Lv C, Bai Z, Liu Z, Luo P, Zhang J. MicroRNA-495 suppresses human renal cell carcinoma malignancy by targeting SATB1. Am J Transl Res. 2015 Oct 15;7(10):1992-9. eCollection 2015. PMID: 26692942; PMCID: PMC4656775.
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Showing 1 to 12 of 2500 entries