Dr Jorge Cardoso Academics Supervisors Reader Research subject areas Imaging sciences Contact details m.jorge.cardoso@kcl.ac.uk @mjorgecardoso
Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring Aristimunha, B., Bayerlein, A., Cardoso, M. J., Lopez Pinaya, W. & Camargo, R. Y. D., Mar 2023, (Accepted/In press) In: IEEE Access. Research output: Contribution to journal › Article › peer-review CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation Dorent, R., Kujawa, A., Ivory, M., Bakas, S., Rieke, N., Joutard, S., Glocker, B., Cardoso, J., Modat, M., Batmanghelich, K., Belkov, A., Calisto, M. B., Choi, J. W., Dawant, B. M., Dong, H., Escalera, S., Fan, Y., Hansen, L., Heinrich, M. P., Joshi, S., & 20 othersKashtanova, V., Kim, H. G., Kondo, S., Kruse, C. N., Lai-Yuen, S. K., Li, H., Liu, H., Ly, B., Oguz, I., Shin, H., Shirokikh, B., Su, Z., Wang, G., Wu, J., Xu, Y., Yao, K., Zhang, L., Ourselin, S., Shapey, J. & Vercauteren, T., 1 Jan 2023, In: Medical Image Analysis. 83, 102628. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.media.2022.102628 Automated image curation in diabetic retinopathy screening using deep learning Nderitu, P., Nunez do Rio, J. M., Webster, M. L., Mann, S. S., Hopkins, D., Cardoso, M. J., Modat, M., Bergeles, C. & Jackson, T. L., Dec 2022, In: Scientific Reports. 12, 1, 11196. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1038/s41598-022-15491-1 Unsupervised Brain Imaging 3D Anomaly Detection and Segmentation with Transformers Pinaya, W. H. L., Tudosiu, P-D., Gray, R., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 31 Jul 2022, In: Medical Image Analysis. 79, 102475. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.media.2022.102475 Accelerated vascular aging: Ethnic differences in basilar artery length and diameter, and its association with cardiovascular risk factors and cerebral small vessel disease Sudre, C. H., Moriconi, S., Rehwald, R., Smith, L., Tillin, T., Barnes, J., Atkinson, D., Ourselin, S., Chaturvedi, N., Hughes, A. D., Jäger, H. R. & Cardoso, M. J., 28 Jul 2022, In: Frontiers in Cardiovascular Medicine. 9, 939680. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.3389/fcvm.2022.939680 The Medical Segmentation Decathlon Antonelli, M., Reinke, A., Bakas, S., Farahani, K., Kopp-Schneider, A., Landman, B. A., Litjens, G., Menze, B., Ronneberger, O., Summers, R. M., van Ginneken, B., Bilello, M., Bilic, P., Christ, P. F., Do, R. K. G., Gollub, M. J., Heckers, S. H., Huisman, H., Jarnagin, W. R., McHugo, M. K., & 38 othersNapel, S., Pernicka, J. S. G., Rhode, K., Tobon-Gomez, C., Vorontsov, E., Meakin, J. A., Ourselin, S., Wiesenfarth, M., Arbeláez, P., Bae, B., Chen, S., Daza, L., Feng, J., He, B., Isensee, F., Ji, Y., Jia, F., Kim, I., Maier-Hein, K., Merhof, D., Pai, A., Park, B., Perslev, M., Rezaiifar, R., Rippel, O., Sarasua, I., Shen, W., Son, J., Wachinger, C., Wang, L., Wang, Y., Xia, Y., Xu, D., Xu, Z., Zheng, Y., Simpson, A. L., Maier-Hein, L. & Cardoso, M. J., 15 Jul 2022, In: Nature Communications. 13, 1, p. 4128 4128. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1038/s41467-022-30695-9, https://doi.org/10.1038/s41467-022-30695-9 Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models Pinaya, W. H. L., Graham, M. S., Gray, R., Costa, P. F. D., Tudosiu, P-D., Wright, P., Mah, Y. H., MacKinnon, A. D., Teo, J. T., Jager, R., Werring, D., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 7 Jun 2022. Research output: Working paper/Preprint › Preprint Transformer-based out-of-distribution detection for clinically safe segmentation Graham, M. S., Tudosiu, P-D., Wright, P., Pinaya, W. H. L., Jean-Marie, U., Mah, Y., Teo, J., Jäger, R. H., Werring, D., Nachev, P., Ourselin, S. & Cardoso, M. J., 21 May 2022. Research output: Working paper/Preprint › Preprint Informative and Reliable Tract Segmentation for Preoperative Planning Lucena, O., Borges, P., Cardoso, J., Ashkan, K., Sparks, R. & Ourselin, S., 18 May 2022, In: Frontiers in Radiology. 2 Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.3389/fradi.2022.866974 Deep forecasting of translational impact in medical research Nelson, A. P. K., Gray, R. J., Ruffle, J. K., Watkins, H. C., Herron, D., Sorros, N., Mikhailov, D., Cardoso, M. J., Ourselin, S., McNally, N., Williams, B., Rees, G. E. & Nachev, P., 13 May 2022, In: Patterns. 3, 5, 100483. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.patter.2022.100483 View all publications
20 July 2021 New MONAI tool eases the development of AI-assisted annotation models The Medical Open Network for AI (MONAI) has released MONAI Label v0.1, an intelligent image…