Publications

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Author Title Type [ Year(Asc)]
2021
Ebadi, A. , Xi, P. , Tremblay, S. , Spencer, B. , Pall, R. , & Wong, A. . (2021). Scientometrics. Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing. Retrieved from https://doi.org/10.1007/s11192-020-03744-7
2020
Ebadi, A. , Tremblay, S. , Goutte, C. , & Schiffauerova, A. . (2020). Journal of Informetrics. Application of machine learning techniques to assess the trends and alignment of the funded research output. Retrieved from https://doi.org/10.1016/j.joi.2020.101018
2019
Annals of surgery. (2019). MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery.. Retrieved from https://doi.org/10.1097/SLA.0000000000002706
Bihorac, A. , Ozrazgat-Baslanti, T. , Ebadi, A. , Motaei, A. , Madkour, M. , Pardalos, P. M. , Lipori, G. , et al. (2019). Annals of surgery. MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-85055912186&partnerID=MN8TOARS
Ebadi, A. , Tighe, P. J. , Zhang, L. , & Rashidi, P. . (2019). Social Network Analysis and Mining. A quest for the structure of intra- and postoperative surgical team networks: does the small-world property evolve over time?. Retrieved from https://doi.org/10.1007/s13278-019-0550-5
2018
Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome. (2018). Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome.
2017
Artificial Intelligence in Medicine. (2017). DisTeam: A decision support tool for surgical team selection. Retrieved from http://dx.doi.org/10.1016/j.artmed.2017.02.002
Frontiers in Neuroscience. (2017). Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images. Retrieved from http://dx.doi.org/10.3389/fnins.2017.00056
Journal of the American College of Surgeons. (2017). Unsupervised Machine Learning Analysis of Urinary Transcriptome Reveals Distinct Genotypic Clustering in Surgical Sepsis. Retrieved from http://dx.doi.org/10.1016/j.jamcollsurg.2017.07.137
Davoudi, A. , Ozrazgat-Baslanti, T. , Ebadi, A. , Bursian, A. C. , Bihorac, A. , & Rashidi, P. . (2017). Proceedings - 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering, BIBE 2017. Delirium Prediction using Machine Learning Models on Predictive Electronic Health Records Data. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-85049525452&partnerID=MN8TOARS
2016
Int J Comput Electr Autom Control Inf Eng. (2016). A hybrid multi-criteria hotel recommender system using explicit and implicit feedbacks.
Scientometrics. (2016). How to boost scientific production? A statistical analysis of research funding and other influencing factors.
Scientometrics. (2016). iSEER: an intelligent automatic computer system for scientific evaluation of researchers.
2015
Collnet Journal of Scientometrics and Information Management. (2015). A network perspective of academiaindustry nanotechnology collaboration: A comparison of Canada and the United States. Retrieved from http://dx.doi.org/10.1080/09737766.2015.1069966
Collnet Journal of Scientometrics and Information Management. (2015). Analyzing Scientific Activities of the Top Ten Canadian Universities. Retrieved from http://dx.doi.org/10.1080/09737766.2015.1027095
Ebadi, A. , & Schiffauerova, A. . (2015). Journal of Informetrics. How to become an important player in scientific collaboration networks?.
Ebadi, A. , Schiffauerova, A. , & Huy, N. Tien. (2015). PLoS ONE. How to Receive More Funding for Your Research? Get Connected to the Right People!.
Ebadi, A. , Schiffauerova, A. , & Bornmann, L. . (2015). PLoS ONE. On the Relation between the Small World Structure and Scientific Activities.
Ebadi, A. , & Schiffauerova, A. . (2015). Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference. A computer system for automatic evaluation of researchers' performance. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-84991096562&partnerID=MN8TOARS
Ebadi, A. , & Ebadi, A. . (2015). RWE. How the Export Volume Is Affected by Determinant Factors in a Developing Country?.

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