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Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis.
Gaber, F., Shaik, M., Allega, F., Bilecz, A.J., Busch, F., Goon, K., Franke, V. and Akalin, A.
NPJ Digital Medicine 8 (1): 263. 9 May 2025

Enhancing biomarker based oncology trial matching using large language models.
Al Khoury, N., Shaik, M., Wurmus, R. and Akalin, A.
NPJ Digital Medicine 8 (1): 250. 6 May 2025

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.
Sieberts, S.K., Schaff, J., Duda, M., Pataki, B.Á., Sun, M., Snyder, P., Daneault, J.F., Parisi, F., Costante, G., Rubin, U., Banda, P., Chae, Y., Chaibub Neto, E., Dorsey, E.R., Aydın, Z., Chen, A., Elo, L.L., Espino, C., Glaab, E., Goan, E., Golabchi, F.N., Görmez, Y., Jaakkola, M.K., Jonnagaddala, J., Klén, R., Li, D., McDaniel, C., Perrin, D., Perumal, T.M., Rad, N.M., Rainaldi, E., Sapienza, S., Schwab, P., Shokhirev, N., Venäläinen, M.S., Vergara-Diaz, G., Zhang, Y., Wang, Y., Guan, Y., Brunner, D., Bonato, P., Mangravite, L.M. and Omberg, L.
NPJ Digital Medicine 4 (1): 53. 19 March 2021