Publications

1. Delgado-SanMartin, J.A., Errington, N., Keles, M., Schuetz, N., Johnson, A., Gupta, V., Hershman, S., Toshner, M., Wilkins, M.R., Kiely, D.G., Thompson, R., Ashley, E., Wang, D. and Lawrie, A. (2026). Assessing the feasibility of using smartphone data to detect pulmonary arterial hypertension. NPJ Cardiovascular Health.https://doi.org/10.1038/s44325-026-00114-9

Conducted all analyses and led manuscript

2. Delgado-SanMartin, J.A., Gupta, V., McDonough, H.E., Ong, S.J., McDermott, C.J. and Wang, D. (2026). Anticipating gastrostomy intervention in amyotrophic lateral sclerosis: a multi-cohort longitudinal trajectory and survival analysis. Submitted to JMIR Medical Informatics. (under review) - preprint

Conducted all analyses and led manuscript

3. Lee, R., Rothwell, D., Smith, N., Chow, S., Delgado-SanMartin, J., Mistry, H., …, Lorigan, P. Use of circulating tumour DNA to prospectively guide a switch from targeted to immune therapy in BRAF mutant advanced melanoma: the randomised phase II CAcTUS trial - Nature Comms (2026). https://doi.org/10.1038/s41467-026-72735-8

Conducted all analyses

4. Schuetz, N., Bai, Y., Delgado-SanMartin, J.A., Pan, L., Paruchuri, A., Nerisse, F., Lawrie, A. and Ashley, E., Zhang, K. (2026). OpenMHC: Accelerating the Science of Wearable Foundation Models. Under review NeurIPS - site. 

Conducted part of the analyses

5. Said, M.M., de Mooij, R.B., Jiao, D., Delgado-SanMartin, J.A., Rothman, A.M.K., Villar, S., Roussakis, A.A., Aman, J., Mathôt, R.A.A., Swart, E.L., Wilkins, M.R. and Bartelink, I.H. (2026). Adaptive imatinib regimens can mitigate cumulative toxicity while sustaining hemodynamic benefit: a model-based simulation of the PIPAH trial in pulmonary arterial hypertension. Under review British Journal of Clinical Pharmacology.

Conducted part of the analyses 

6. Kim, D.S., Schmiedmayer, P., Johnson, A., Schuetz, N., Kollmer, L., Goldschmidt, P., Delgado-SanMartin, J.A., Zhang, K.W., Mantena, S., Tolas, A., Montalvo, S., Ramirez-Posada, M., O’Sullivan, J.W., Oppezzo, M., King, A.C., Rodriguez, F., Ashley, E.A. and Lawrie, A. (2026). Design and rationale of the My Heart Counts cardiovascular health study: a large-scale, fully digital biobank, and randomized trial of large language model-driven coaching of physical activity. American Journal of Preventive Cardiology. https://doi.org/10.1016/j.ajpc.2026.101565

Implemented ETLs, DevOps/MLOps, backend architecture, and data management strategy and ML

7. Mantena, S., Johnson, A., Schuetz, N., Tolas, A., Montalvo, S., Delgado-SanMartin, J.A., Ramirez-Posada, M., Oppezzo, M., King, A.C., Schmiedmayer, P., Lawrie, A., Rodriguez, F., Ashley, E.A. and Kim, D.S. (2026). Grounding Language Models in Behavioral Science to Scale Physical Activity Interventions for Hispanic/Latinx Populations. Submitted to Communications AI & Computing.

Advised and reviewed analyses & language  

8. Masood, M., Pan, H., Delgado-SanMartin, J.A., Ong, S.J., Zhang, X., Thompson, R., Lawrie, A. and Wang, D. (2026). Pre-diagnostic comorbidity pathways are associated with the timing of pulmonary hypertension outcomes: a case control study. Under review in BMC Pulmonary Medicine

9. Rothman AMK,... Delgado-SanMartin JA,... Wilkins MR. Positioning Imatinib for Pulmonary Arterial Hypertension: A Dose-Finding Phase 2 Study. Am J Respir Crit Care Med. 2025 Jun;211(6):1018-1027.

10. Hong, P.,... Delgado-SanMartin, J, Wang, D. Genetic liability to metabolic dysfunction modelled in early adulthood predicts cardiometabolic risk across the life course in Asian populations. (2026) Under review in NPJ Genetic Medicine

11. Pham, T., Ghafoor, M., Delgado-SanMartin, J.,Chiong J., Khoo, S., Wang D., Siccardi, M. PIPK-Net: Physiology-Informed Graph Neural Network for the Multitask Prediction of Systemic Pharmacokinetic Properties from Oral Drugs (2026) Under review in CPT: Pharmacometrics & Systems Pharmacology

12. Yu, J., Chen, Y., Delgado-SanMartin, J.A., Wang, D., Pan, H. and Zhou, D. (2026). Structured Transfer Learning for Survival Risk Stratification in Data-Sparse Clinical Cohorts. Sent to Journal of Clinical Epidemiology.

13. Hong, P., Delgado-SanMartin, J.A., Wang, D. (2026). Biological Age estimation using LLMs in prenatal and postnatal asian women. In preparation.

14. Yates J.W.T., Byrne H.,... Delgado-SanMartin, J., Vicini, P. Opportunities for Quantitative Translational Modeling in Oncology. ASCPT (2020)

15. Delgado-SanMartin J, Ehrhardt B, Paczkowski M, Hackett S, Smith A, et al. (2019) An innovative non-invasive technique for subcutaneous tumour measurements. PLOS ONE 14(10): e0216690.

16. Delgado-SanMartin, J.A., Hare, J.I., Davies, E.J. et al. Multiscalar cellular automaton simulates in-vivo tumour-stroma patterns calibrated from in-vitro assay data. BMC Med Inform Decis Mak 17, 70 (2017).

17. Davies, E. J. ... Delgado-SanMartin, J, ... et al. Capturing complex tumour biology in vitro: histological and molecular characterisation of precision cut slices. Nature Scientific Reports. 5, 17187 (2015).

18. Delgado-SanMartin JA, Hare JI, de Moura APS, Yates JWT (2015) Oxygen-Driven Tumour Growth Model: A Pathology-Relevant Mathematical Approach. PLOS Computational Biology 11(10): e1004550.

19. Delgado San Martin, J., Jennifer I. Hare, James W.T. Yates, Simon T. Barry. Tumour stromal morphology impacts nanomedicine cytotoxicity in patient-derived xenografts, Nanomedicine: Nanotechnology, Biology and Medicine, Volume 11, Issue 5, (2015).

20. Delgado San Martin J, Worthington P, Yates J. Non-invasive 3D time-of-flight imaging technique for tumour volume assessment in subcutaneous models. Laboratory Animals. (2015);49(2):168-171.

21. Delgado San Martín J, Mariano Nicolás Cruz Bournazou, Peter Neubauer, Tilman Barz. Mixed integer optimal control of an intermittently aerated sequencing batch reactor for wastewater treatment. Computers & Chemical Engineering, Volume 71, (2014).

22. BT Sport Non-academic publication (2021)