Andre Dekker (A.L.A.J.)
Recent publications
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Li, W., Pan, X., Zhang, Z., Wu, G., Ye, G., Wee, L., Dekker, A., Han, C., Shi, L., Liu, Z., Liu, Z., & Shi, Z. (2025). Data-efficient federated semi-supervised learning framework via pseudo supervision refinement strategy for lung tumor segmentation. Biomedical Signal Processing and Control, 107, Article 107793. https://doi.org/10.1016/j.bspc.2025.107793More information about this publication
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van Soest, J., Sanchez Gomez, L., Wee, L., & Dekker, A. (2025). A Governance Framework for Federated Learning Projects in Healthcare. Studies in Health Technology and Informatics, 327, 258-262. https://doi.org/10.3233/SHTI250324More information about this publication
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Hogenboom, J., Lobo Gomes, A., Dekker, A., van der Graaf, W., Husson, O., & Wee, L. (2025). From Federated Learning to Publicly Facing Platform; Proof-of-Concept of the STRONG AYA Information Portal. Studies in Health Technology and Informatics, 327, 591-592. https://doi.org/10.3233/SHTI250407More information about this publication
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Akhmad, E., Slob, D., Lobo Gomes, A., Dekker, A., & van Soest, J. (2025). What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results. Studies in Health Technology and Informatics, 327, 390-391. https://doi.org/10.3233/SHTI250351More information about this publication
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Bontempi, D., Zalay, O., Bitterman, D. S., Birkbak, N., Shyr, D., Haugg, F., Qian, J. M., Roberts, H., Perni, S., Prudente, V., Pai, S., Dekker, A., Haibe-Kains, B., Guthier, C., Balboni, T., Warren, L., Krishan, M., Kann, B. H., Swanton, C., ... Aerts, H. J. W. L. (2025). FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study. The Lancet Digital Health, Article 100870. Advance online publication. https://doi.org/10.1016/j.landig.2025.03.002More information about this publication
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Smit, Y., Verweij, L., Currie, A., Janssen, J. J. W. M., Posthuma, E. F. M., Dekker, A., Hermens, R. P. M. G., & Blijlevens, N. M. A. (2025). Benefits and Limitations of Real-World Patient-Reported Toxicity Symptom Monitoring for Guidelines and Care, as Perceived by Patients, Clinicians, and Guideline Developers. Cancer Medicine, 14(8), Article e70880. Advance online publication. https://doi.org/10.1002/cam4.70880More information about this publication
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Liu, Z., Li, W., Cui, Y., Chen, X., Pan, X., Ye, G., Wu, G., Liao, Y., Volmer, L., Wee, L., Dekker, A., Han, C., Liu, Z., & Shi, Z. (2025). Label-efficient transformer-based framework with self-supervised strategies for heterogeneous lung tumor segmentation. Expert Systems with Applications, 269, Article 126364. https://doi.org/10.1016/j.eswa.2024.126364More information about this publication
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Zhang, Z., Luo, T., Yan, M., Shen, H., Tao, K., Zeng, J., Yuan, J., Fang, M., Zheng, J., Bermejo, I., Dekker, A., Ruysscher, D. D., Wee, L., Zhang, W., Jiang, Y., & Ji, Y. (2025). Voxel-level radiomics and deep learning for predicting pathologic complete response in esophageal squamous cell carcinoma after neoadjuvant immunotherapy and chemotherapy. Journal for ImmunoTherapy of Cancer, 13(3), Article e011149. https://doi.org/10.1136/jitc-2024-011149More information about this publication
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Oomens, J. E., Moonen, J. E. F., Vos, S. J. B., Beran, M., Mateus, P., De Deyn, P. P., van der Flier, W. M., Geerlings, M. I., Huisman, M. A., Ikram, M. A., Schram, M. T., Slagboom, P. E., Verschuren, W. M. M., Beekman, M., Bermejo, I., Birhanu, M., Bron, E. E., Dekker, A., Frentz, I., ... Visser, P. J. (2025). Identifying pathways to the prevention of dementia: the Netherlands consortium of dementia cohorts. BMC Neurology, 25(1), Article 59. https://doi.org/10.1186/s12883-024-03995-4More information about this publication
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Puts, S., Zegers, C. M. L., Dekker, A., & Bermejo, I. (2025). Developing an ICD-10 Coding Assistant: Pilot Study Using RoBERTa and GPT-4 for Term Extraction and Description-Based Code Selection. JMIR Formative Research, 9, Article e60095. https://doi.org/10.2196/60095More information about this publication