Research output per year
Research output per year
- 16 results
Search results
-
2024
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling
Webber, G., Mizuno, Y., Howes, O., Hammers, A., King, A. & Reader, A., 25 Sept 2024, In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).Research output: Contribution to journal › Conference paper › peer-review
Open Access -
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction
Webber, G., Mizuno, Y., Howes, O., Hammers, A., King, A. & Reader, A., 25 Sept 2024, In: 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).Research output: Contribution to journal › Conference paper › peer-review
Open Access -
2023
A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI
Sousa, H. S., Fukami-Gartner, A., Uus, A. U., Kyriakopoulou, V., Ziukaite, B., Anzak, I., O’Muircheartaigh, J., Hajnal, J. V., Tournier, J. D., Hammers, A., Rutherford, M. A. & Deprez, M., 12 Oct 2023, Perinatal, Preterm and Paediatric Image Analysis - 8th International Workshop, PIPPI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Link-Sourani, D., Abaci Turk, E., Macgowan, C., Hutter, J., Hutter, J., Melbourne, A., Licandro, R. & Licandro, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 17-27 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14246 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
-
2022
A Study of Demographic Bias in CNN-Based Brain MR Segmentation
Alzheimer’s Disease Neuroimaging Initiative, Ioannou, S., Chockler, H., Hammers, A. & King, A. P., 2022, Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Proceedings. Abdulkadir, A., Bathula, D. R., Dvornek, N. C., Habes, M., Kia, S. M., Kumar, V. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13596 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
11 Citations (Scopus) -
2021
Voxel-Level Importance Maps for Interpretable Brain Age Estimation
Bintsi, K. M., Baltatzis, V., Hammers, A. & Rueckert, D., 2021, Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Proceedings. Reyes, M., Henriques Abreu, P., Cardoso, J., Hajij, M., Zamzmi, G., Rahul, P. & Thakur, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 65-74 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12929 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
4 Citations (Scopus) -
2020
Fast Automated PET Image Quality Assessment by Deep Learning
Hopson, J. B., Neji, R., Reader, A. J. & Hammers, A., 2020, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020. Institute of Electrical and Electronics Engineers Inc., (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
1 Citation (Scopus) -
Patch-Based Brain Age Estimation from MR Images
Bintsi, K. M., Baltatzis, V., Kolbeinsson, A., Hammers, A. & Rueckert, D., 2020, Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology - 3rd International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Kia, S. M., Mohy-ud-Din, H., Abdulkadir, A., Bass, C., Habes, M., Rondina, J. M., Tax, C., Wang, H., Wolfers, T., Rathore, S. & Ingalhalikar, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12449 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
9 Citations (Scopus) -
2019
Clinical Assessment of MR-Assisted PET Image Reconstruction Algorithms for Low-Dose Brain PET Imaging
Mehranian, A., Bland, J., McGinnity, C. J., Hammers, A. & Reader, A. J., Oct 2019, 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019. Institute of Electrical and Electronics Engineers Inc., 9059655. (2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
3 Citations (Scopus) -
Intercomparison of MR-Informed Methods for PET Image Reconstruction
Bland, J., Mehranian, A., Belzunce, M. A., Da Costa-Luis, C., Ellis, S., McGinnity, C. J., Hammers, A. & Reader, A. J., 5 Sept 2019, 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC). Institute of Electrical and Electronics Engineers Inc., 8824610Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Pseudo-normal PET synthesis with generative adversarial networks for localising hypometabolism in epilepsies
Yaakub, S. N., McGinnity, C. J., Clough, J. R., Kerfoot, E., Girard, N., Guedj, E. & Hammers, A., 1 Jan 2019, Simulation and Synthesis in Medical Imaging - 4th International Workshop, SASHIMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Burgos, N., Gooya, A. & Svoboda, D. (eds.). SPRINGER, p. 42-51 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11827 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
12 Citations (Scopus) -
2018
High resolution reconstruction of arterial spin labelling MRI using anatomical priors
Mehranian, A., De Vita, E., Neji, R., McGinnity, C. J., Hammers, A. & Reader, A. J., 2018, (Accepted/In press) PSMR Conference.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile115 Downloads (Pure) -
Modelling the progression of Alzheimer's disease in MRI using generative adversarial networks
Bowles, C., Gunn, R., Hammers, A. & Rueckert, D., 1 Jan 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 105741KResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
37 Citations (Scopus) -
Synergistic reconstruction of undersampled multi-contrast MRI using weighted quadratic priors
Mehranian, A., Prieto Vasquez, C., McGinnity, C. J., Hammers, A. & Reader, A. J., 2018, (Accepted/In press) ISMRM Conference.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile49 Downloads (Pure) -
2017
Feasibility of enhancing PET-MR atlas-based attenuation correction using joint reconstruction of activity and attenuation
Mehranian, A., Zaidi, H., Hammers, A. & Reader, A. J., 30 May 2017, (E-pub ahead of print) PSMR conference.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
2 Downloads (Pure) -
MR-assisted low dose PET image reconstruction
Mehranian, A., McGinnity, C. J., Prieto Vasquez, C., Hammers, A. & Reader, A. J., 29 May 2017, (E-pub ahead of print) PSMR Conference.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
2 Downloads (Pure) -
Multi-modal weighted quadratic priors for robust intensity independent synergistic PET-MR reconstruction
Mehranian, A., Belzunce, M. A., McGinnity, C. J., Prieto Vasquez, C., Hammers, A. & Reader, A. J., 3 Jul 2017, (Accepted/In press) IEEE NSS MIC Conference. IEEE, 8532820Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile174 Downloads (Pure)