Research output per year
Research output per year
Personal profile
Research interests
Disordered stochastic systems, Complex networks and graphs, Mathematical biology, Bayesian analysis of biomedical data, Survival analysis
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Predicting progression-free survival after systemic therapy in advanced head and neck cancer: Bayesian regression and model development
Barber, P. R., Mustapha, R., Flores-Borja, F., Alfano, G., Ng, K., Weitsman, G., Dolcetti, L., Suwaidan, A. A., Wong, F., Vicencio, J. M., Galazi, M., Opzoomer, J. W., Arnold, J. N., Thavaraj, S., Kordasti, S., Doyle, J., Greenberg, J., Dillon, M. T., Harrington, K. J., Forster, M., & 2 others, Dec 2022, In: eLife. 11, e73288.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Predicting Progression Free Survival after Systemic Therapy in Advanced Head and Neck Cancer: Bayesian regression and Model development
Barber, P. R., Mustapha, R., Flores-Borja, F., Alfano, G., Ng, K., Weitsman, G., Dolcetti, L., Suwaidan, A. A., Wong, F., Vicencio Bustamante, J., Galazi, M., Opzoomer, J., Arnold, J., Thavaraj, S., Kordasti, S., Doyle, J., Greenberg, J., Dillon, M., Harrington, K. J., Forster, M., & 2 others, 23 Dec 2022, (E-pub ahead of print) In: eLife. In pressResearch output: Contribution to journal › Article › peer-review
Open Access1 Downloads (Pure) -
Replica analysis of overfitting in generalized linear regression models
Coolen, A. C. C., Sheikh, M., Mozeika, A., Aguirre-Lopez, F. & Antenucci, F., 11 Sept 2020, In: Journal of Physics A: Mathematical and Theoretical. 53, 36, 365001.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Accurate Bayesian Data Classification without Hyperparameter Cross-validation
Coolen, ACC. & Sheikh, M., 27 Feb 2019, (Accepted/In press) In: JOURNAL OF CLASSIFICATION. 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Analysis of overfitting in the regularized Cox model
Sheikh, M. & Coolen, ACC., 26 Aug 2019, In: Journal Of Physics A-Mathematical And Theoretical. 52, 38, 23 p., 384002.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)61 Downloads (Pure)
Projects
- 28 Finished
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New quantitative tools for precision medicine: overfitting correction in multivariate Cox analysis
Van Hemelrijck, M., Coolen, T. & Enting, D.
1/01/2019 → 30/11/2022
Project: Research
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Targeted statistical methods for translational precision medicine: dealing with overfitting and heterogeneity
1/01/2017 → 31/12/2017
Project: Research
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Bridging the gaps in systems biology
GSK GlaxoSmithKline Research & Development Ltd
4/01/2016 → 3/01/2020
Project: Research
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Serum biomarkers and patterns of first and second primary tumours
Van Hemelrijck, M., Coolen, T. & Garmo, H.
1/07/2014 → 30/06/2016
Project: Research
Activities
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EPSRC Council
Ton Coolen (Member)
2010 → 2014Activity: Other › Types of External academic engagement - Membership of peer review panel or committee
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January 10th 2006 Invited talk at conference: Relaxational dynamics of macroscopic systems, Newton Institute Cambridge. Talk title: Dynamics on finitely connected random graphs
Ton Coolen (Keynote/plenary speaker)
Sept 2006 → …Activity: Participating in or organising an event › Participation in conference
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EPSRC Council
Ton Coolen (Member)
2002 → 2006Activity: Other › Types of External academic engagement - Membership of peer review panel or committee
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Invited Keynote talk at Workshop: Complex Adaptive Systems and Interacting Agents, University of Oxford
Ton Coolen (Keynote/plenary speaker)
2001 → …Activity: Participating in or organising an event › Participation in conference
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Talk title: Generating Functional Analysis of inner product minority games
Ton Coolen (Keynote/plenary speaker)
2001 → …Activity: Participating in or organising an event › Participation in conference