Research output per year
Research output per year
Personal profile
Biography
Rabia received her PhD degree in Health Innovation at Centre for Health Informatics (AIHI), Macquarie University in 2019. Her PhD candidature was funded by International Macquarie University Research Excellence Scholarship (iMQRES). Her PhD research focuses on looking the inefficiencies in systematic reviews ecosystem. Using software engineering principles as a lens through which to examine the issues of systematic reviews, her research is based on improving the transparency, completeness, and efficiency of systematic review ecosystem to reduce the waste in clinical research. In her research, she used natural language processing methods for the extraction of systematic reviews data, and machine learning for classification tasks. Rabia’s research interests include software engineering, clinical health informatics and machine learning. Currently, she is honorary postdoctoral fellow at Centre for Health Informatics.
Education/Academic qualification
Computer Science, BS, Federal Urdu University of Arts, Science and Technology, Islamabad,Pakistan
Health Innovation, PhD, Macquarie University
Computer Software Engineering, MRes, National University of Sciences and Technology
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Collaborations and top research areas from the last five years
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Characteristics of clinical trials associated with early results reporting at ClinicalTrials.gov
Bashir, R. & Dunn, A. G., Jun 2022, In: Contemporary Clinical Trials. 117, p. 1-6 6 p., 106785.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
A rule-based approach for automatically extracting data from systematic reviews and their updates to model the risk of conclusion change
Bashir, R., Dunn, A. G. & Surian, D., Mar 2021, In: Research Synthesis Methods. 12, 2, p. 216-225 10 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Software engineering principles address current problems in the systematic review ecosystem
Bashir, R. & Dunn, A. G., 1 May 2019, In: Journal of Clinical Epidemiology. 109, p. 136-141 6 p.Research output: Contribution to journal › Comment/opinion › peer-review
5 Citations (Scopus) -
The risk of conclusion change in systematic review updates can be estimated by learning from a database of published examples
Bashir, R., Surian, D. & Dunn, A. G., 1 Jun 2019, In: Journal of Clinical Epidemiology. 110, p. 42-49 8 p.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
Trial2rev: combining machine learning and crowd-sourcing to create a shared space for updating systematic reviews
Martin, P., Surian, D., Bashir, R., Bourgeois, F. T. & Dunn, A. G., Apr 2019, In: JAMIA Open. 2, 1, p. 15-22 8 p., ooy062.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)67 Downloads (Pure)
Prizes
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Certificate of Recognition (Higher Degree Research Mentors Program)
Bashir, Rabia (Recipient), 2019
Prize: Honorary award
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