Research output per year
Research output per year
Personal profile
Research interests
I am interested in the application of data analytics to improve decision-making and performance measurement in organisations, particularly in the area of healthcare.
Education/Academic qualification
Actuarial Science, BSc(Actuarsc)
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Dive into the research topics where James Todd is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Improving decision making in the management of hospital readmissions using modern survival analysis techniques
Todd, J., Gepp, A., Stern, S. & Vanstone, B. J., May 2022, In: Decision Support Systems. 156, 113747.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Supervised machine learning for text analysis in R: Hvitfeldt, Emil and Silge, Julia, 2021, 1st, CRC Press, 402 pages, ISBN: 1000461971, 9781000461978
Todd, J., 5 Jun 2022, (E-pub ahead of print) In: Journal of the Royal Statistical Society. Series A: Statistics in Society.Research output: Contribution to journal › Book/Film/Article review › Research
Open Access -
Improving Mortality Models in the ICU with High-Frequency Data
Todd, J., Gepp, A., Richards, B. & Vanstone, B. J., Sep 2019, In: International Journal of Medical Informatics. 129, p. 318-323 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile4 Citations (Scopus)86 Downloads (Pure) -
Investigating Healthcare Contacts of Dialysis Patients by Age and Gender
Todd, J., Gepp, A., Vanstone, B. J. & Richards, B., 27 Feb 2019, In: BMC Health Services Research. 19, 1, p. 1-8 8 p., 136.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile111 Downloads (Pure) -
Text Mining and Automation for Processing of Patient Referrals
Todd, J., Richards, B., Vanstone, B. J. & Gepp, A., 28 Mar 2018, In: Applied Clinical Informatics. 9, 1, p. 232-237 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access6 Citations (Scopus)
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Special Circumstance James Todd
James Todd (Supervisor)
9 Feb 2022 → 9 Feb 2027Activity: Professional Development, Mentorship, Supervision and Other Activities › Special Circumstances › Early Career Researcher
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Honours Supervision - Wing Ho Oliver Yeung
James Todd (Supervisor) & Mark Morgan (Supervisor)
5 Sep 2022 → 22 Apr 2023Activity: Professional Development, Mentorship, Supervision and Other Activities › Non-HDR Student Supervision
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Mental Health meets Data Science: Whats next?
James Todd (Speaker), Steven Stern (Speaker), Mark Morgan (Speaker), Chris Stapelberg (Speaker), Jerneja Sveticic (Speaker) & Sabine Woerwag-Mehta (Speaker)
2 Jun 2022Activity: Talk or presentation › Invited talk
Student theses
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Survival Analysis Techniques and Applications for Hospital Readmission Modelling.
Author: Todd, J., 9 Feb 2022Supervisor: Vanstone, B. (Supervisor), Gepp, A. (Supervisor) & Stern, S. (Supervisor)
Student thesis: Doctoral Thesis
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