Geleijnse G - Search Results

1

Prognostic factors analysis for oral cavity cancer survival in the Netherlands and Taiwan using a privacy-preserving federated infrastructure.

Geleijnse G, Chiang RC, Sieswerda M, Schuurman M, Lee KC, van Soest J, Dekker A, Lee WC, Verbeek XAAM. Geleijnse G, et al. Sci Rep. 2020 Nov 25;10(1):20526. doi: 10.1038/s41598-020-77476-2. Sci Rep. 2020. PMID: 33239719 Free PMC article.

2

Predicting Lung Cancer Survival Using Probabilistic Reclassification of TNM Editions With a Bayesian Network.

Sieswerda MS, Bermejo I, Geleijnse G, Aarts MJ, Lemmens VEPP, De Ruysscher D, Dekker ALAJ, Verbeek XAAM. Sieswerda MS, et al. Among authors: geleijnse g. JCO Clin Cancer Inform. 2020 May;4:436-443. doi: 10.1200/CCI.19.00136. JCO Clin Cancer Inform. 2020. PMID: 32392098 Free PMC article.

3

Explainable machine learning can outperform Cox regression predictions and provide insights in breast cancer survival.

Moncada-Torres A, van Maaren MC, Hendriks MP, Siesling S, Geleijnse G. Moncada-Torres A, et al. Among authors: geleijnse g. Sci Rep. 2021 Mar 26;11(1):6968. doi: 10.1038/s41598-021-86327-7. Sci Rep. 2021. PMID: 33772109 Free PMC article.

4

VANTAGE6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange.

Moncada-Torres A, Martin F, Sieswerda M, Van Soest J, Geleijnse G. Moncada-Torres A, et al. Among authors: geleijnse g. AMIA Annu Symp Proc. 2021 Jan 25;2020:870-877. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936462 Free PMC article.

5

An Improved Infrastructure for Privacy-Preserving Analysis of Patient Data.

Smits D, Van Beusekom B, Martin F, Veen L, Geleijnse G, Moncada-Torres A. Smits D, et al. Among authors: geleijnse g. Stud Health Technol Inform. 2022 Jun 29;295:144-147. doi: 10.3233/SHTI220682. Stud Health Technol Inform. 2022. PMID: 35773828

6

Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data.

Sieswerda M, Xie S, van Rossum R, Bermejo I, Geleijnse G, Aben K, van Erning F, Lemmens V, Dekker A, Verbeek X. Sieswerda M, et al. Among authors: geleijnse g. JCO Clin Cancer Inform. 2023 Jan;7:e2200080. doi: 10.1200/CCI.22.00080. JCO Clin Cancer Inform. 2023. PMID: 36595730 Free article.

7

Estimating Treatment Effect of Adjuvant Chemotherapy in Elderly Patients With Stage III Colon Cancer Using Bayesian Networks.

Sieswerda M, van Rossum R, Bermejo I, Geleijnse G, Aben K, van Erning F, de Hingh I, Lemmens V, Dekker A, Verbeek X. Sieswerda M, et al. Among authors: geleijnse g. JCO Clin Cancer Inform. 2023 Sep;7:e2300080. doi: 10.1200/CCI.23.00080. JCO Clin Cancer Inform. 2023. PMID: 37748112 Free article.

8

Head and neck cancers survival in Europe, Taiwan, and Japan: results from RARECAREnet Asia based on a privacy-preserving federated infrastructure.

Botta L, Matsuda T, Charvat H, Chiang CJ, Lee WC, van Gestel AJ, Martin F, Geleijnse G, Cellamare M, Bonfarnuzzo S, Marcos-Gragera R, Guevara M, Mousavi M, Craig S, Rodrigues J, Rubió-Casadevall J, Licitra L, Cavalieri S, Resteghini C, Gatta G, Trama A; RARECAREnet working group. Botta L, et al. Among authors: geleijnse g. Front Oncol. 2023 Sep 13;13:1219111. doi: 10.3389/fonc.2023.1219111. eCollection 2023. Front Oncol. 2023. PMID: 37781187 Free PMC article.

9

Machine Learning Explainability in Breast Cancer Survival.

Jansen T, Geleijnse G, Van Maaren M, Hendriks MP, Ten Teije A, Moncada-Torres A. Jansen T, et al. Among authors: geleijnse g. Stud Health Technol Inform. 2020 Jun 16;270:307-311. doi: 10.3233/SHTI200172. Stud Health Technol Inform. 2020. PMID: 32570396

10

Comparing quality of breast cancer care in the Netherlands and Norway by federated propensity score analytics.

Hamersma DT, Schreuder K, Geleijnse G, Heeg E, Cellamare M, Lobbes MBI, Mureau MAM, Koppert LB, Skjerven H, Nygård JF, Groothuis-Oudshoorn CGM, Siesling S. Hamersma DT, et al. Among authors: geleijnse g. Breast Cancer Res Treat. 2023 Sep;201(2):247-256. doi: 10.1007/s10549-023-06986-0. Epub 2023 Jun 25. Breast Cancer Res Treat. 2023. PMID: 37355527 Free PMC article.

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