Shelby, K. (2026). The road to innovation: Collaborative enhancement of clinical prediction-A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture.. Cardiology in the young. https://doi.org/10.1017/S1047951126111950
Shelby K. The road to innovation: Collaborative enhancement of clinical prediction-A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture.. Cardiology in the young. 2026; doi: 10.1017/S1047951126111950
Shelby K. The road to innovation: Collaborative enhancement of clinical prediction-A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture.[J]. Cardiology in the young. 2026. DOI: 10.1017/S1047951126111950.
@article{shelby2026,
author = {Kutty Shelby},
title = {The road to innovation: Collaborative enhancement of clinical prediction-A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture.},
journal = {Cardiology in the young},
year = {2026},
doi = {10.1017/S1047951126111950},
note = {PMID: 41944643},
}
TY - JOUR AU - Kutty Shelby TI - The road to innovation: Collaborative enhancement of clinical prediction-A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture. T2 - Cardiology in the young PY - 2026 DO - 10.1017/S1047951126111950 AN - PMID:41944643 ER -
Innovation in paediatric and adult congenital cardiology increasingly depends on collaboration among academia, industry, and professional communities. From this perspective, the author argues that clinical prediction represents a natural convergence point for these stakeholders, aligning safe, personalised care with economic incentives. The author discusses emerging evidence highlighting the promise of artificial intelligence-driven prediction across various cardiovascular domains, while highlighting current limitations related to narrow scope, static design, and weak integration into clinical decision-making. Medicine-based evidence and a high-quality, inclusive data infrastructure may help address these gaps. Together, these approaches, along with stakeholders upholding their responsibilities, define a path towards predictive innovation.