Projects per year
Personal profile
Research interests
The overall goal of my research is to optimise the benefits of cardiac surgery on the heart and patient, while reducing the traumatic effects. Specific areas include:
Adult and Paediatric Cardiac Surgery
Clinical studies and trials to reduce myocardial injury and inflammation during adult cardiac surgery, and reperfusion injury in cyanotic children with congenital heart disease. We also try to reduce the inevitable adverse effects of surgical trauma and cardiopulmonary bypass, e.g. by comparing thoracotomy vs. sternotomy for off-pump coronary coronary artery bypass (OPCAB) surgery, warm vs. cold-blood cardioplegia in on-pump coronary and valve surgery, general anaesthesia with high thoracic epidural vs. general anaesthesia alone, and reduced vs. conventional cross-clamp time in combined coronary and valve surgery.
Angiogenesis and regenerative medicine
Using adult vascular progenitor cells, both for use as cardiovascular biomarkers, and for improving therapies in the clinic.
Atherothrombosis
Carrying out preclinical studies and, subsequently, the first-in-man trials of drug gene-therapy and external stenting to treat vein graft stenosis.
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Collaborations and top research areas from the last five years
Projects
- 5 Finished
Research output
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Cardiac surgery risk prediction using ensemble machine learning to incorporate legacy risk scores: a benchmarking study
Dong, T., Sinha, S., Fudulu, D. P., Chan, J., Zhai, B., Narayan, P., Caputo, M., Judge, A., Dimagli, A., Benedetto, U. & Angelini, G. D., 20 Jul 2023, (E-pub ahead of print) In: Digital Health. 9Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Comparison of Machine Learning Techniques in Prediction of Mortality following Cardiac Surgery: Analysis of over 220,000 patients from a Large National Database
Sinha, S., Dong, T., Dimagli, A., Vohra, H. A., Holmes, C., Benedetto, U. & Angelini, G. D., 16 Jun 2023, In: European Journal of Cardio-Thoracic Surgery. 63, 6, ezad183.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access2 Citations (Scopus) -
Efficacy and safety of carbon dioxide insufflation for brain protection for patients undergoing planned left-sided open heart valve surgery: protocol for a multicentre, placebo-controlled, blinded, randomised controlled trial (the CO2 Study)
Todd, R., Rogers, C. A., Pufulete, M., Culliford, L., Pretorius, P., Voets, N., Akowuah, E., Sayeed, R., Lazaroo, M., Kaur, S., Angelini, G. D. & Gibbison, B., 17 May 2023, In: BMJ Open. 13, 5, p. e074221 e074221.Research output: Contribution to journal › Article (Academic Journal) › peer-review
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