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Prediction of Students' Performance via Machine Learning: Perspective for Virtual Learning

Stem education interventions

Borgaonkar A, Miri A.
GSID: qOZadgYI0GkJ
A Borgaonkar, M Stadlman, S Salili, A Miri - Journal of STEM Education …, 2022 - jstem.org

Lack of student persistence and retention is significantly hurting the US in producing required number of qualified graduates, especially in STEM fields. Although a lot of factors contribute to students falling off track, one of the controllable factors is...

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Borgaonkar, A., Stadlman, M., Salili, S., & Miri, A. (2022). Prediction of Students’ Performance via Machine Learning: Perspective for Virtual Learning. Journal of STEM Education: Innovations and Research, 23(2).
Borgaonkar, Ashish, et al. "Prediction of Students’ Performance via Machine Learning: Perspective for Virtual Learning." Journal of STEM Education: Innovations and Research 23.2 (2022).
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Goodpasture's Disease: An Uncommon Disease With an Atypical Clinical Course.

Journal of clinical medicine research

Shiferaw B, Miro V, Smith C, Akella J, Chua W, Kim Z.
PMID: 26668684
J Clin Med Res. 2016 Jan;8(1):52-5. doi: 10.14740/jocmr2379w. Epub 2015 Dec 03.

Goodpasture's disease is an uncommon composite of features including renal failure with pulmonary hemorrhage secondary to an autoimmune response that specifically targets these organ systems. We present a case of particular interest in regards to atypical presentation, and the...

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Shiferaw B, Miro V, Smith C, et al. Goodpasture's Disease: An Uncommon Disease With an Atypical Clinical Course. J Clin Med Res. 2015;8(1):52-5doi: 10.14740/jocmr2379w.
Shiferaw, B., Miro, V., Smith, C., Akella, J., Chua, W., & Kim, Z. (2016). Goodpasture's Disease: An Uncommon Disease With an Atypical Clinical Course. Journal of clinical medicine research, 8(1), 52-5. https://doi.org/10.14740/jocmr2379w
Shiferaw, Bethel, et al. "Goodpasture's Disease: An Uncommon Disease With an Atypical Clinical Course." Journal of clinical medicine research vol. 8,1 (2016): 52-5. doi: https://doi.org/10.14740/jocmr2379w
Shiferaw B, Miro V, Smith C, Akella J, Chua W, Kim Z. Goodpasture's Disease: An Uncommon Disease With an Atypical Clinical Course. J Clin Med Res. 2016 Jan;8(1):52-5. doi: 10.14740/jocmr2379w. Epub 2015 Dec 03. PMID: 26668684; PMCID: PMC4676347.
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Epidemiology of Rotavirus in the Iranian Children: A Systematic Review and Meta-analysis.

Journal of global infectious diseases

Monavari SHR, Hadifar S, Mostafaei S, Miri A, Keshavarz M, Babaei F, Moghoofei M.
PMID: 28584458
J Glob Infect Dis. 2017 Apr-Jun;9(2):66-72. doi: 10.4103/0974-777X.205173.

Rotavirus is associated with increased risk for severe diarrhea in infants and young children worldwide. This systematic review and meta-analysis was performed to determine the prevalence rate of rotavirus from different parts of Iran and provide an overall relative...

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Monavari SHR, Hadifar S, Mostafaei S, et al. Epidemiology of Rotavirus in the Iranian Children: A Systematic Review and Meta-analysis. J Glob Infect Dis. 2017;9(2):66-72doi: 10.4103/0974-777X.205173.
Monavari, S. H. R., Hadifar, S., Mostafaei, S., Miri, A., Keshavarz, M., Babaei, F., & Moghoofei, M. (2017). Epidemiology of Rotavirus in the Iranian Children: A Systematic Review and Meta-analysis. Journal of global infectious diseases, 9(2), 66-72. https://doi.org/10.4103/0974-777X.205173
Monavari, Seyed Hamid Reza, et al. "Epidemiology of Rotavirus in the Iranian Children: A Systematic Review and Meta-analysis." Journal of global infectious diseases vol. 9,2 (2017): 66-72. doi: https://doi.org/10.4103/0974-777X.205173
Monavari SHR, Hadifar S, Mostafaei S, Miri A, Keshavarz M, Babaei F, Moghoofei M. Epidemiology of Rotavirus in the Iranian Children: A Systematic Review and Meta-analysis. J Glob Infect Dis. 2017 Apr-Jun;9(2):66-72. doi: 10.4103/0974-777X.205173. PMID: 28584458; PMCID: PMC5452554.
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Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes.

Nature chemistry

Niemeyer ZL, Milo A, Hickey DP, Sigman MS.
PMID: 27219707
Nat Chem. 2016 Jun;8(6):610-7. doi: 10.1038/nchem.2501. Epub 2016 May 16.

The mechanistic foundation behind the identity of a phosphine ligand that best promotes a desired reaction outcome is often non-intuitive, and thus has been addressed in numerous experimental and theoretical studies. In this work, multivariate correlations of reaction outcomes...

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Niemeyer ZL, Milo A, Hickey DP, et al. Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes. Nat Chem. 2016;8(6):610-7doi: 10.1038/nchem.2501.
Niemeyer, Z. L., Milo, A., Hickey, D. P., & Sigman, M. S. (2016). Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes. Nature chemistry, 8(6), 610-7. https://doi.org/10.1038/nchem.2501
Niemeyer, Zachary L, et al. "Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes." Nature chemistry vol. 8,6 (2016): 610-7. doi: https://doi.org/10.1038/nchem.2501
Niemeyer ZL, Milo A, Hickey DP, Sigman MS. Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes. Nat Chem. 2016 Jun;8(6):610-7. doi: 10.1038/nchem.2501. Epub 2016 May 16. PMID: 27219707.
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Pulmonary rehabilitation and severe exacerbations of COPD: solution or white elephant?.

ERJ open research

Man WD, Puhan MA, Harrison SL, Jordan RE, Quint JK, Singh SJ.
PMID: 27730157
ERJ Open Res. 2015 Oct 06;1(2). doi: 10.1183/23120541.00050-2015. eCollection 2015 Oct.

Hospitalisations for severe exacerbations of chronic obstructive pulmonary disease are associated with significant physical and psychological consequences including an increase in symptom severity, severe reductions in physical activity, a deleterious effect on skeletal muscle, impaired exercise tolerance/ability to self-care,...

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Man WD, Puhan MA, Harrison SL, et al. Pulmonary rehabilitation and severe exacerbations of COPD: solution or white elephant?. ERJ Open Res. 2015;1(2)doi: 10.1183/23120541.00050-2015.
Man, W. D., Puhan, M. A., Harrison, S. L., Jordan, R. E., Quint, J. K., & Singh, S. J. (2015). Pulmonary rehabilitation and severe exacerbations of COPD: solution or white elephant?. ERJ open research, 1(2), . https://doi.org/10.1183/23120541.00050-2015
Man, William D-C, et al. "Pulmonary rehabilitation and severe exacerbations of COPD: solution or white elephant?." ERJ open research vol. 1,2 (2015). doi: https://doi.org/10.1183/23120541.00050-2015
Man WD, Puhan MA, Harrison SL, Jordan RE, Quint JK, Singh SJ. Pulmonary rehabilitation and severe exacerbations of COPD: solution or white elephant?. ERJ Open Res. 2015 Oct 06;1(2). doi: 10.1183/23120541.00050-2015. eCollection 2015 Oct. PMID: 27730157; PMCID: PMC5005122.
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Agonist anti-GITR monoclonal antibody and stereotactic radiation induce immune-mediated survival advantage in murine intracranial glioma.

Journal for immunotherapy of cancer

Patel MA, Kim JE, Theodros D, Tam A, Velarde E, Kochel CM, Francica B, Nirschl TR, Ghasemzadeh A, Mathios D, Harris-Bookman S, Jackson CC, Jackson C, Ye X, Tran PT, Tyler B, Coric V, Selby M, Brem H, Drake CG, Pardoll DM, Lim M.
PMID: 27190629
J Immunother Cancer. 2016 May 17;4:28. doi: 10.1186/s40425-016-0132-2. eCollection 2016.

BACKGROUND: Glioblastoma (GBM) is a poorly immunogenic neoplasm treated with focused radiation. Immunotherapy has demonstrated synergistic survival effects with stereotactic radiosurgery (SRS) in murine GBM. GITR is a co-stimulatory molecule expressed constitutively on regulatory T-cells and by effector T-cells...

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Patel MA, Kim JE, Theodros D, et al. Agonist anti-GITR monoclonal antibody and stereotactic radiation induce immune-mediated survival advantage in murine intracranial glioma. J Immunother Cancer. 2016;4:28doi: 10.1186/s40425-016-0132-2.
Patel, M. A., Kim, J. E., Theodros, D., Tam, A., Velarde, E., Kochel, C. M., Francica, B., Nirschl, T. R., Ghasemzadeh, A., Mathios, D., Harris-Bookman, S., Jackson, C. C., Jackson, C., Ye, X., Tran, P. T., Tyler, B., Coric, V., Selby, M., Brem, H., Drake, C. G., Pardoll, D. M., & Lim, M. (2016). Agonist anti-GITR monoclonal antibody and stereotactic radiation induce immune-mediated survival advantage in murine intracranial glioma. Journal for immunotherapy of cancer, 428. https://doi.org/10.1186/s40425-016-0132-2
Patel, Mira A, et al. "Agonist anti-GITR monoclonal antibody and stereotactic radiation induce immune-mediated survival advantage in murine intracranial glioma." Journal for immunotherapy of cancer vol. 4 (2016): 28. doi: https://doi.org/10.1186/s40425-016-0132-2
Patel MA, Kim JE, Theodros D, Tam A, Velarde E, Kochel CM, Francica B, Nirschl TR, Ghasemzadeh A, Mathios D, Harris-Bookman S, Jackson CC, Jackson C, Ye X, Tran PT, Tyler B, Coric V, Selby M, Brem H, Drake CG, Pardoll DM, Lim M. Agonist anti-GITR monoclonal antibody and stereotactic radiation induce immune-mediated survival advantage in murine intracranial glioma. J Immunother Cancer. 2016 May 17;4:28. doi: 10.1186/s40425-016-0132-2. eCollection 2016. PMID: 27190629; PMCID: PMC4869343.
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Benchmarking Time-Dependent Density Functional Theory for Excited State Geometries of Organic Molecules in Gas-Phase and in Solution.

Journal of chemical theory and computation

Guido CA, Knecht S, Kongsted J, Mennucci B.
PMID: 26583715
J Chem Theory Comput. 2013 May 14;9(5):2209-20. doi: 10.1021/ct400021c. Epub 2013 Apr 05.

We analyze potentials and limits of the Time-Dependent Density Functional Theory (TD-DFT) approach for the determination of excited-state geometries of organic molecules in gas-phase and in solution. Three very popular DFT exchange-correlation functionals, two hybrids (B3LYP and PBE0) and...

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Guido CA, Knecht S, Kongsted J, et al. Benchmarking Time-Dependent Density Functional Theory for Excited State Geometries of Organic Molecules in Gas-Phase and in Solution. J Chem Theory Comput. 2013;9(5):2209-20doi: 10.1021/ct400021c.
Guido, C. A., Knecht, S., Kongsted, J., & Mennucci, B. (2013). Benchmarking Time-Dependent Density Functional Theory for Excited State Geometries of Organic Molecules in Gas-Phase and in Solution. Journal of chemical theory and computation, 9(5), 2209-20. https://doi.org/10.1021/ct400021c
Guido, Ciro A, et al. "Benchmarking Time-Dependent Density Functional Theory for Excited State Geometries of Organic Molecules in Gas-Phase and in Solution." Journal of chemical theory and computation vol. 9,5 (2013): 2209-20. doi: https://doi.org/10.1021/ct400021c
Guido CA, Knecht S, Kongsted J, Mennucci B. Benchmarking Time-Dependent Density Functional Theory for Excited State Geometries of Organic Molecules in Gas-Phase and in Solution. J Chem Theory Comput. 2013 May 14;9(5):2209-20. doi: 10.1021/ct400021c. Epub 2013 Apr 05. PMID: 26583715.
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On the Metric of Charge Transfer Molecular Excitations: A Simple Chemical Descriptor.

Journal of chemical theory and computation

Guido CA, Cortona P, Mennucci B, Adamo C.
PMID: 26583991
J Chem Theory Comput. 2013 Jul 09;9(7):3118-26. doi: 10.1021/ct400337e. Epub 2013 Jun 18.

A new index is defined with the aim of further exploring the metric of excited electronic states in the framework of the time-dependent density functional theory. This descriptor, called Δr, is based on the charge centroids of the orbitals...

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Guido CA, Cortona P, Mennucci B, et al. On the Metric of Charge Transfer Molecular Excitations: A Simple Chemical Descriptor. J Chem Theory Comput. 2013;9(7):3118-26doi: 10.1021/ct400337e.
Guido, C. A., Cortona, P., Mennucci, B., & Adamo, C. (2013). On the Metric of Charge Transfer Molecular Excitations: A Simple Chemical Descriptor. Journal of chemical theory and computation, 9(7), 3118-26. https://doi.org/10.1021/ct400337e
Guido, Ciro A, et al. "On the Metric of Charge Transfer Molecular Excitations: A Simple Chemical Descriptor." Journal of chemical theory and computation vol. 9,7 (2013): 3118-26. doi: https://doi.org/10.1021/ct400337e
Guido CA, Cortona P, Mennucci B, Adamo C. On the Metric of Charge Transfer Molecular Excitations: A Simple Chemical Descriptor. J Chem Theory Comput. 2013 Jul 09;9(7):3118-26. doi: 10.1021/ct400337e. Epub 2013 Jun 18. PMID: 26583991.
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Antinociceptive and Anti-Inflammatory Activities of Teucrium persicum Boiss. Extract in Mice.

Scientifica

Miri A, Sharifi-Rad J, Tabrizian K, Nasiri AA.
PMID: 26649227
Scientifica (Cairo). 2015;2015:972827. doi: 10.1155/2015/972827. Epub 2015 Nov 16.

Background. Therapeutic properties of Teucrium species as antioxidant, antibacterial, analgesic, anticancer, diuretic, and tonic compounds have been proved earlier. Materials and Methods. In this study, the antinociceptive and anti-inflammatory effects of the aqueous extract of Teucrium persicum on chronic...

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Miri A, Sharifi-Rad J, Tabrizian K, et al. Antinociceptive and Anti-Inflammatory Activities of Teucrium persicum Boiss. Extract in Mice. Scientifica (Cairo). 2015;2015:972827doi: 10.1155/2015/972827.
Miri, A., Sharifi-Rad, J., Tabrizian, K., & Nasiri, A. A. (2015). Antinociceptive and Anti-Inflammatory Activities of Teucrium persicum Boiss. Extract in Mice. Scientifica, 2015972827. https://doi.org/10.1155/2015/972827
Miri, Abdolhossein, et al. "Antinociceptive and Anti-Inflammatory Activities of Teucrium persicum Boiss. Extract in Mice." Scientifica vol. 2015 (2015): 972827. doi: https://doi.org/10.1155/2015/972827
Miri A, Sharifi-Rad J, Tabrizian K, Nasiri AA. Antinociceptive and Anti-Inflammatory Activities of Teucrium persicum Boiss. Extract in Mice. Scientifica (Cairo). 2015;2015:972827. doi: 10.1155/2015/972827. Epub 2015 Nov 16. PMID: 26649227; PMCID: PMC4663370.
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Electronic Excitations in Solution: The Interplay between State Specific Approaches and a Time-Dependent Density Functional Theory Description.

Journal of chemical theory and computation

Guido CA, Jacquemin D, Adamo C, Mennucci B.
PMID: 26642990
J Chem Theory Comput. 2015 Dec 08;11(12):5782-90. doi: 10.1021/acs.jctc.5b00679. Epub 2015 Nov 06.

We critically analyze the performances of continuum solvation models when coupled to time-dependent density functional theory (TD-DFT) to predict solvent effects on both absorption and emission energies of chromophores in solution. Different polarization schemes of the polarizable continuum model...

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Guido CA, Jacquemin D, Adamo C, et al. Electronic Excitations in Solution: The Interplay between State Specific Approaches and a Time-Dependent Density Functional Theory Description. J Chem Theory Comput. 2015;11(12):5782-90doi: 10.1021/acs.jctc.5b00679.
Guido, C. A., Jacquemin, D., Adamo, C., & Mennucci, B. (2015). Electronic Excitations in Solution: The Interplay between State Specific Approaches and a Time-Dependent Density Functional Theory Description. Journal of chemical theory and computation, 11(12), 5782-90. https://doi.org/10.1021/acs.jctc.5b00679
Guido, Ciro A, et al. "Electronic Excitations in Solution: The Interplay between State Specific Approaches and a Time-Dependent Density Functional Theory Description." Journal of chemical theory and computation vol. 11,12 (2015): 5782-90. doi: https://doi.org/10.1021/acs.jctc.5b00679
Guido CA, Jacquemin D, Adamo C, Mennucci B. Electronic Excitations in Solution: The Interplay between State Specific Approaches and a Time-Dependent Density Functional Theory Description. J Chem Theory Comput. 2015 Dec 08;11(12):5782-90. doi: 10.1021/acs.jctc.5b00679. Epub 2015 Nov 06. PMID: 26642990.
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Salivary Immune and Metabolic Marker Analysis (SIMMA): A Diagnostic Test to Predict Caries Risk.

Diagnostics (Basel, Switzerland)

Mira A, Artacho A, Camelo-Castillo A, Garcia-Esteban S, Simon-Soro A.
PMID: 28654016
Diagnostics (Basel). 2017 Jun 27;7(3). doi: 10.3390/diagnostics7030038.

By using ELISA and colorimetric tests, we have measured 25 compounds in individuals with and without dental caries at different time points of dental biofilm formation and time of the day. We find that some compounds appear to be...

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Mira A, Artacho A, Camelo-Castillo A, et al. Salivary Immune and Metabolic Marker Analysis (SIMMA): A Diagnostic Test to Predict Caries Risk. Diagnostics (Basel). 2017;7(3)doi: 10.3390/diagnostics7030038.
Mira, A., Artacho, A., Camelo-Castillo, A., Garcia-Esteban, S., & Simon-Soro, A. (2017). Salivary Immune and Metabolic Marker Analysis (SIMMA): A Diagnostic Test to Predict Caries Risk. Diagnostics (Basel, Switzerland), 7(3), . https://doi.org/10.3390/diagnostics7030038
Mira, Alex, et al. "Salivary Immune and Metabolic Marker Analysis (SIMMA): A Diagnostic Test to Predict Caries Risk." Diagnostics (Basel, Switzerland) vol. 7,3 (2017). doi: https://doi.org/10.3390/diagnostics7030038
Mira A, Artacho A, Camelo-Castillo A, Garcia-Esteban S, Simon-Soro A. Salivary Immune and Metabolic Marker Analysis (SIMMA): A Diagnostic Test to Predict Caries Risk. Diagnostics (Basel). 2017 Jun 27;7(3). doi: 10.3390/diagnostics7030038. PMID: 28654016; PMCID: PMC5617938.
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Organic chemistry. A data-intensive approach to mechanistic elucidation applied to chiral anion catalysis.

Science (New York, N.Y.)

Milo A, Neel AJ, Toste FD, Sigman MS.
PMID: 25678656
Science. 2015 Feb 13;347(6223):737-43. doi: 10.1126/science.1261043.

Knowledge of chemical reaction mechanisms can facilitate catalyst optimization, but extracting that knowledge from a complex system is often challenging. Here, we present a data-intensive method for deriving and then predictively applying a mechanistic model of an enantioselective organic...

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Milo A, Neel AJ, Toste FD, et al. Organic chemistry. A data-intensive approach to mechanistic elucidation applied to chiral anion catalysis. Science. 2015;347(6223):737-43doi: 10.1126/science.1261043.
Milo, A., Neel, A. J., Toste, F. D., & Sigman, M. S. (2015). Organic chemistry. A data-intensive approach to mechanistic elucidation applied to chiral anion catalysis. Science (New York, N.Y.), 347(6223), 737-43. https://doi.org/10.1126/science.1261043
Milo, Anat, et al. "Organic chemistry. A data-intensive approach to mechanistic elucidation applied to chiral anion catalysis." Science (New York, N.Y.) vol. 347,6223 (2015): 737-43. doi: https://doi.org/10.1126/science.1261043
Milo A, Neel AJ, Toste FD, Sigman MS. Organic chemistry. A data-intensive approach to mechanistic elucidation applied to chiral anion catalysis. Science. 2015 Feb 13;347(6223):737-43. doi: 10.1126/science.1261043. PMID: 25678656; PMCID: PMC4465137.
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Showing 1 to 12 of 480 entries