Linguraru, Marius George

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

Lekadir, K., Frangi, A. F., Porras, A. R., Glocker, B., Cintas, C., Langlotz, C. P., Weicken, E., Asselbergs, F. W., Prior, F., Collins, G. S., et al. (2025) · BMJ

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

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Federated learning for predicting clinical outcomes in patients with COVID-19

Dayan, I., Roth, H. R., Zhong, A., Harouni, A., Gentili, A., Abidin, A. Z., Liu, A., Costa, A. B., Wood, B. J., Tsai, C.-S., et al. (2021) · Nature Medicine

Machine Learning in HealthcareCOVID-19 diagnosis using AI

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Pediatric lung imaging features of COVID‐19: A systematic review and meta‐analysis

Nino, G., Zember, J., Sanchez‐Jacob, R., Gutierrez, M. J., Sharma, K., & Linguraru, M. G. (2021) · Pediatric Pulmonology

COVID-19 Clinical Research StudiesCOVID-19 diagnosis using AI

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Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data

Liu, X., Bonner, E. R., Jiang, Z., Roth, H. R., Muhammad Anwar, S., Packer, R. J., Bornhorst, M., & Linguraru, M. G. (2023) · 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

Brain Tumor Detection and ClassificationMedical Image Segmentation Techniques

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Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging

Capellán-Martín, D., Jiang, Z., Parida, A., Liu, X., Lam, V., Nisar, H., Tapp, A., Elsharkawi, S., Ledesma-Carbayo, M. J., Anwar, S. M., et al. (2024) · Lecture Notes in Computer Science

Brain Tumor Detection and ClassificationMedical Image Segmentation Techniques

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Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging

Jiang, Z., Parida, A., Anwar, S. M., Tang, Y., Roth, H. R., Fisher, M. J., Packer, R. J., Avery, R. A., & Linguraru, M. G. (2023) · 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Brain Tumor Detection and ClassificationRadiomics and Machine Learning in Medical Imaging

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