Research output per year
Research output per year
Research output
- 13 results
Search results
-
2024
Effects of skull properties on transcranial focused ultrasound transmission
Li, H., Barnard, I., Halliwell, T., Zhang, X., Melzer, A. & Huang, Z., 14 May 2024, arXiv.Research output: Working paper/Preprint › Preprint
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End-to-End Model-based Deep Learning for Dual-Energy Computed Tomography Material Decomposition
Wang, J. & Perelli, A., 1 Jun 2024, arXiv, 7 p.Research output: Working paper/Preprint › Preprint
File17 Downloads (Pure) -
Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field
Jiang, L., Zheng, Y., Yu, M., Zhang, H., Aladwani, F. & Perelli, A. (Lead / Corresponding author), 21 Nov 2024, arXiv, 13 p.Research output: Working paper/Preprint › Preprint
File18 Downloads (Pure) -
2023
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks
Liu, C., Qiao, Z., Li, C. & Schönlieb, C.-B. (Lead / Corresponding author), 14 Jul 2023, arXiv, 13 p.Research output: Working paper/Preprint › Preprint
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2022
Cerebrovascular risk factors impact brain phenotypes and cognitive function in healthy population
Li, B., Wei, Y., Zhang, K., Schonlieb, C.-B., Rudd, J. & Li, C. (Lead / Corresponding author), 4 Apr 2022, medRxiv, 15 p.Research output: Working paper/Preprint › Preprint
File7 Downloads (Pure) -
Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma
Wei, Y., Li, C., Chen, X., Schoinlieb, C. B. & Price, S. J., 14 Jan 2022, arXiv, 4 p.Research output: Working paper/Preprint › Preprint
Open AccessFile15 Downloads (Pure) -
2021
Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma
Li, Y., Li, C., Wei, Y., Price, S. J., Schönlieb, C.-B. & Chen, X., 21 Aug 2021, arXiv.Research output: Working paper/Preprint › Preprint
Open Access -
Expectation-Maximization Regularized Deep Learning for Weakly Supervised Tumor Segmentation for Glioblastoma
Li, C., Huang, W., Chen, X., Wei, Y., Price, S. J. & Schönlieb, C.-B., 21 Jan 2021, arXiv, 16 p.Research output: Working paper/Preprint › Preprint
File15 Downloads (Pure) -
Predicting isocitrate dehydrogenase mutation status in glioma using structural brain networks and graph neural networks
Wei, Y., Li, Y., Chen, X., Schönlieb, C.-B., Li, C. (Lead / Corresponding author) & Price, S. J., 4 Sept 2021, arXiv, 11 p.Research output: Working paper/Preprint › Preprint
Open AccessFile18 Downloads (Pure) -
Quantifying structural connectivity in brain tumor patients
Wei, Y., Li, C. (Lead / Corresponding author) & Price, S. J., 19 May 2021, medRxiv, 11 p.Research output: Working paper/Preprint › Preprint
File21 Downloads (Pure) -
Structural connectome quantifies tumor invasion and predicts survival in glioblastoma patients
Wei, Y., Li, C. (Lead / Corresponding author), Cui, Z., Mayrand, R. C., Zou, J., Wong, A. L. K. C., Sinha, R., Matys, T., Schönlieb, C.-B. & Price, S. J., 3 Jul 2021, BioRxiv, 32 p.Research output: Working paper/Preprint › Preprint
File12 Downloads (Pure) -
2020
Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients
Li, Y., Li, C., Price, S., Schönlieb, C.-B. & Chen, X. (Lead / Corresponding author), 5 Dec 2020, arXiv, 5 p.Research output: Working paper/Preprint › Preprint
File3 Downloads (Pure) -
2019
Cell type specific genetic regulation of gene expression across human tissues
Kim-Hellmuth, S. (Lead / Corresponding author), Aguet, F., Oliva, M., Muñoz-Aguirre, M., Wucher, V., Kasela, S., Castel, S. E., Hamel, A. R., Viñuela, A., Roberts, A. L., Mangul, S., Wen, X., Wang, G., Barbeira, A. N., Garrido-Martín, D., Nadel, B., Zou, Y., Bonazzola, R., Quan, J. & Brown, A. & 13 others, , 17 Oct 2019, BioRxiv, 14 p.Research output: Working paper/Preprint › Preprint
File32 Downloads (Pure)