Life Sciences & Medicine

2025

Complex-Valued Federated Learning with Differential Privacy and MRI Applications

Riess, A., Ziller, A., Kolek, S., Rueckert, D., Schnabel, J. & Kaissis, G., 2025, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops - ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Proceedings. Celebi, M. E., Reyes, M., Chen, Z. & Li, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-203 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15274 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Driving the development of innovative digital health: creating open access co-design training resources

Delaney, E., Golmohammadi, L., O'Connor, S., Robert, G., Rose, L., Ourselin, S. & Liu, W., 2025, (Accepted/In press) MEDINFO 2025: Healthcare Smart x Medicine Deep.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Enhanced prostate zone segmentation with multi-timepoint MRI: a cross-attention augmented 3D U-Net approach

Yahathugoda, Y., Prezzi, D., Ittichaiwong, P., Goh, V., Ourselin, S. & Antonelli, M., 11 Apr 2025, Proc. SPIE 13406, Medical Imaging 2025. Image Processing, 134061B ed. San Diego, California, United States: SPIE

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data

Osuala, R., Lang, D. M., Riess, A., Kaissis, G., Szafranowska, Z., Skorupko, G., Diaz, O., Schnabel, J. A. & Lekadir, K., 2025, Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - 1st Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Proceedings. Mann, R. M., Zhang, T., Han, L., Litjens, G., Tan, T., Truhn, D., Li, S., Gao, Y., Doyle, S., Martí Marly, R., Kather, J. N., Pinker-Domenig, K. & Wu, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-64 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15451 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Graph Neural Networks: A Suitable Alternative to MLPs in Latent 3D Medical Image Classification?

Kiechle, J., Lang, D. M., Fischer, S. M., Felsner, L., Peeken, J. C. & Schnabel, J. A., 2025, Graphs in Biomedical Image Analysis - 6th International Workshop, GRAIL 2024, Held in Conjunction with MICCAI 2024, Proceedings. Ahmadi, S.-A. & Kazi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-22 11 p. (Lecture Notes in Computer Science; vol. 15182 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Impact of ethnicity and diabetic retinopathy on faster progression of kidney function loss in an ethnically diverse cohort of people with type 2 diabetes: Journal of Diabetic Medicine - Diabetes UK - Poster Abstracts

Alobaid, T., 25 Feb 2025, Journal Of Diabetec Medicine : Supplement: Abstracts of the Diabetes UK Professional Conference 2025, SEC Glasgow, 26–28 February 2025. S1 ed. Wiley, Vol. 42. p. e15498 (Diabetic medicine : a journal of the British Diabetic Association).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

Non-parametric Neighborhood Test-Time Generalization: Application to Medical Image Classification

Ambekar, S., Schnabel, J. A. & Lang, D. M., 2025, Medical Information Computing - First MICCAI Meets Africa Workshop, MImA 2024, and First MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, Revised Selected Papers. Anazodo, U., Akash, N., Fuchs, M., Cintas, C., Crimi, A., Mutsvangwa, T., Dako, F. & Ogallo, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 224-234 11 p. (Communications in Computer and Information Science; vol. 2240).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Predicting longitudinal changes in adaptive function in autism using EEG functional connectivity – A developmental approach: BPNA 2025 Annual Conference, Abstracts of the Annual Meeting, 8-10 January 2025, Oxford, UK

Mehra, C., Laiou, P., Garcés, P., Ewen, J. B., Loth, E., Murphy, D., Richardson, M. & O'Muircheartaigh, J., 1 Jan 2025, Developmental Medicine & Child Neurology. Vol. 67. p. 6-22 17 p. (Developmental medicine and child neurology).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Open Access

Synaptic density marker, SV2A, is reduced in autistic adults: BPNA 2025 Annual Conference, Abstracts of the Annual Meeting, 8-10 January 2025, Oxford, UK

Mehra, C., Onwordi, E. C., Shatalina, E., Kowalewska, B., Whitehurst, T., Griffioen-Jarfalk, G., Martins, R., Petrinovic, M.-M., Mouga, S., Abrunhosa, A., Pina Rodrigues, A., Castello-Branco, M., Borg, J., Natesan, S., O'Muircheartaigh, J., Howes, O. & Murphy, D., Jan 2025, Developmental Medicine & Child Neurology. Mac Keith Press, Vol. 67. p. 23-136 114 p. (Developmental medicine and child neurology).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Open Access

Transforming Education through qVault.ai: Staff, Students and Beyond

Ng, I. & Sagoo, M., May 2025, AI in Education Showcase at King's College London.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Transforming Medical Education with qVault.ai: An AI-Powered Personalized Learning Platform

Ng, I. & Sagoo, M., Mar 2025, Research in Distance Education Conference (RIDE) 2025 .

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Unsupervised Analysis of Alzheimer’s Disease Signatures Using 3D Deformable Autoencoders

Avci, M. Y., Chan, E., Zimmer, V., Rueckert, D., Wiestler, B., Schnabel, J. A. & Bercea, C. I., 2025, Medical Information Computing - First MICCAI Meets Africa Workshop, MImA 2024, and First MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, Revised Selected Papers. Anazodo, U., Akash, N., Fuchs, M., Cintas, C., Crimi, A., Mutsvangwa, T., Dako, F. & Ogallo, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 266-276 11 p. (Communications in Computer and Information Science; vol. 2240).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Vine4Spine: A Steerable Tip-Growing Robot with Contact Force Estimation for Navigation in the Spinal Subarachnoid Space

Wu, Z., Sadati, H., Vartholomeos, P., Abdelaziz, M. E. M., Temelkuran, B., Petrou, G., Booth, T., Shapey, J., Ahmed, A. & Bergeles, C., 1 Feb 2025, (Submitted) Vine4Spine: A Steerable Tip-Growing Robot with Contact Force Estimation for Navigation in the Spinal Subarachnoid Space.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

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2024

3D ultrasound imaging with active instrumented needle tip tracking: An ex vivo study

Rostami, J., Baker, C., Liang, W., West, S. J., Vercauteren, T., Mathews, S., Desjardins, A. E., Zhang, E. Z., Beard, P., Ourselin, S., Peralta Pereira, L. & Xia, W., 30 Sept 2024, 2024 IEEE International Ultrasonics Symposium (IUS). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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A 3D Generative Model of Pathological Multi-modal MR Images and Segmentations

Fernandez, V., Pinaya, W. H. L., Borges, P., Graham, M. S., Vercauteren, T. & Cardoso, M. J., 2024, Deep Generative Models - Third MICCAI Workshop, DGM4MICCAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Zhu, D. & Yuan, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 132-142 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14533 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

1 Citation (Scopus)

Aberrating Murine Skull Microvascular Phantom for Super-Resolution Ultrasound Imaging

Parra Raad, J., solomon, M., Lock, D. & Christensen-Jeffries, K., 2024, 2024 Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium: International Ultrasonics Symposium . IEEE

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

A Clinical Guideline Driven Automated Linear Feature Extraction for Vestibular Schwannoma

Wijethilake, N., Connor, S., Oviedova, A., Kujawa, A., Burger, R., Vercauteren, T. & Shapey, J., 2 Apr 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129262J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

1 Citation (Scopus)

A comparative study of analytical tissue reflectance models using simulated and experimental data

Bahl, A., Segaud, S., Xie, Y., Shapey, J., Bergholt, M. & Vercauteren, T., 24 Mar 2024, (Accepted/In press) Biomedical Applications of Light Scattering XIV. Wax, A. & Backman, V. (eds.). SPIE, Vol. 12856. p. 1285608 4 p. 1285608. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12856).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Open Access

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A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression

Bintsi, K. M., Mueller, T. T., Starck, S., Baltatzis, V., Hammers, A. & Rueckert, D., 2024, Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology - 5th MICCAI Workshop, GRAIL 2023 and 1st MICCAI Challenge, OCELOT 2023, Held in Conjunction with MICCAI 2023, Proceedings. Ahmadi, S.-A. & Pereira, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 64-73 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14373 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

A Computational Method for Empirically Validating Synchronisation Between Musical Phrase Arcs and Autonomic Variables

Cotic, N., Solinski, M., Pope, V., Lambiase, P. & Chew, E., 8 Sept 2024, (Accepted/In press) A Computational Method for Empirically Validating Synchronisation Between Musical Phrase Arcs and Autonomic Variables. IEEE Xplore

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

A deep learning framework for light propagation modelling for quantitative photoacoustics

Shi, M., Vercauteren, T. & Xia, W., 30 Sept 2024, 2024 IEEE International Ultrasonic Symposium (IUS). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Advancing Neonatal Care: A Deep Learning Approach for Non-Contact Heart Rate Monitoring

Grafton, A., Castelblanco, A., Warnecke, J. M., Thomson, L., Schubert, B., Hilgendorff, A., Schnabel, J. A., Lasenby, J. & Beardsall, K., 2024, 2024 IEEE International Conference on E-Health Networking, Application and Services, HealthCom 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on E-Health Networking, Application and Services, HealthCom 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

A Formal Approach For Modelling And Analysing Surgical Procedures

Sandu, I., Borgo, R., Dasgupta, P., Thurairaja, R. & Viganò, L., 2 Aug 2024, (Accepted/In press) 20th International Workshop on Security and Trust Management (STM 2024). Springer, 11 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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A Hybrid GCN-LSTM Model for Ventricular Arrhythmia Classification Based on ECG Pattern Similarity

Lin, Q., Oglic, D., Lam, H.-K., Curtis, M. & Cvetkovic, Z., 15 Apr 2024, (Accepted/In press) 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024: IEEE. 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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A Preliminary Case Study of Developing a Web-Based Digital Portal for Stroke Survivors Using Synthetic Personal Health Data

Huo, Z., Chapman, M., Neate, T., Wyatt, D., Rowland-Coomber, S., Wolfe, C., O'Connell, M., Marshall, I. & Curcin, V., Jul 2024, 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance

Huo, J., Liu, Y., Ouyang, X., Granados, A., Ourselin, S. & Sparks, R., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 377-386 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14349 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging

Li, P., MacCormac, O., Shapey, J. & Vercauteren, T., 2024, (Accepted/In press) 2024 British Machine Vision Conference.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Automated ranking of chest x-ray radiological finding severity in a binary label setting

Macpherson, M., Muthuswamy, K., Amlani, A., Goh, V. & Montana, G., 2024, Automated ranking of chest x-ray radiological finding severity in a binary label setting. Vol. 250. p. 949-963 15 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation

Barfoot, T., Peraza Herrera, L. C. G., Glocker, B. & Vercauteren, T., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, 27th International Conference Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-149 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15009 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Bioinspired Suction Cup Equipped Needle for Minimally Invasive ONSF

Lovatt-Fraser, J., Liu, A., Cruz, L. D., Bergeles, C. & Sadati, H., 2024, Hamlyn Symposium on Medical Robotics.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Blood Harmonisation of Endoscopic Transsphenoidal Surgical Video Frames on Phantom Models

Saeed, M., Quarez, J., Irzan, H., Kesavan, B., Elliot, M., MacCormac, O., Knight, J., Ourselin, S., Shapey, J. & Granados Martinez, A., 2 Feb 2024, (Accepted/In press) IEEE International Symposium on Biomedical Imaging. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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CO2 Laser Welding of Low-Density Polyethylene for Soft Linear Eversion Robot Fabrication

Saldarriaga Fajardo, B., Seneci, C., Sadati, H., Wu, Z., Rhode, K. & Bergeles, C., 2024, IEEE 20th International Conference on Automation Science and Engineering (CASE).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Co-Designing a User-Centred Digital Portal to Support Health-Related Self-Management for Stroke Survivors

Huo, Z., Marshall, I., Wolfe, C., Chapman, M., Wyatt, D., O'Connell, M., Neate, T., Rowland-Coomber, S. & Curcin, V., Jul 2024, 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Critical reading groups to develop academic literacy skills for nursing students

Cockett, A., 2024, Royal College of Nursing Education Conference.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Delay multiply and sum beamforming in 3D coherent multi-transducer ultrasound for contrast enhancement in the presence of acoustic clutter

Dryburgh, P., Mazierli, D., Hajnal, J., Tortoli, P., Ramalli, A. & Peralta Pereira, L., 30 Sept 2024, 2024 IEEE International Ultrasonics Symposium (IUS). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Design and Validation of a Wearable Robotic Tail for Human Balance Support

Anwar, E., Abeywardena, S., Miller, S. C. & Farkhatdinov, I., 2024, 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024. IEEE Computer Society, p. 895-900 6 p. (Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

1 Citation (Scopus)

Developing an Online International Elective Course to Improve Medical Student Nutrition Education

Yee, M., Brassett, C., Sagoo, M., McWatt, S., Noel, G., Sakurai, T., Stearns, D. & Wu, A., 2024, International Association of Medical Science Educators.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Development of widefield time-resolved fluorescence anisotropy imaging (TR-FAIM) using a single photon avalanche diode (SPAD) array

Mogridge, L. O., Nedbal, J., Awale, S., Tallis, J., Johnston, E. J., Della Rocca, F. M., Rosser, S. J., Henderson, R. K. & Suhling, K., 12 Mar 2024, In: Progress in Biomedical Optics and Imaging - Proceedings of SPIE.

Research output: Contribution to journal › Conference paper

DexSkills: Skill Segmentation Using Haptic Data for Learning Autonomous Long-Horizon Robotic Manipulation Tasks

Mao, X., Giudici, G., Coppola, C., Althoefer, K., Farkhatdinov, I., Li, Z. & Jamone, L., 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 5104-5111 8 p. (IEEE International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

Enhancing AI-Generated Single Best Answer Questions in Medical Education: A Study on the Effectiveness of Prompt Chaining

Ho, O. S. H., Ng, I., Han, S. J., Gasa, C., Lau, V. W. T. & Sagoo, M., 2024, International Conference of Education, Research and Innovation (ICERI) 2024.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification

Highton, J., Chong, Q. Z., Crawley, R., Schnabel, J. A. & Bhatia, K. K., 2024, Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2023) - Medical Imaging and Computer-Aided Diagnosis. Su, R., Zhang, Y.-D. & Frangi, A. F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-51 11 p. (Lecture Notes in Electrical Engineering; vol. 1166 LNEE).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

1 Citation (Scopus)

Explainable Machine Learning and Multi-modal Data for Predicting Readmission in Patients with Heart Failure

Chae, R., Zhou, J., Car, J., Zhu, T. & Lu, L., 2024, In: European Heart Journal.

Research output: Contribution to journal › Conference paper › peer-review

Open Access

Fibre-Optic Photoacoustic Beacon and 2D Sparse Sensor Array for 3D Tracking of Needles

Baker, C., Liang, W., Colchester, R. J., Lei, P., Joubert, F., Ourselin, S., West, S. J., Diamantopoulos, A., Desjardins, A. E. & Xia, W., 30 Sept 2024, 2024 IEEE International Ultrasonic Symposium (IUS). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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Fiducial Marker Based Patient-to-Robot Registration and Target Tracking for Automatic Extra-body Ultrasound Imaging

Zheng, Y., Wang, W., Ferhusoglu, H., Subramaniyam, T., Xu, Z., Housden, J. & Rhode, K., 28 Aug 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024. IEEE Xplore, p. 2117-2122 6 p. (IEEE International Conference on Automation Science and Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

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1 Citation (Scopus)

92 Downloads (Pure)

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

Goal-conditioned reinforcement learning for ultrasound navigation guidance

Amadou, A. A., Singh, V., Ghesu, F., Kim, Y.-H., Stanciulescu , L., Sai, H., Sharma, P., Young, A., Rajani, R. & Rhode, K., 2024, (Accepted/In press) Goal-conditioned reinforcement learning for ultrasound navigation guidance. Medical Image Computing and Computer Assisted Intervention – MICCAI

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Human Movement Prediction with Wearable Sensors on Loose Clothing

Shen, T., Di Giulio, I. & Howard, M., 9 Sept 2024, IEEE-RAS Int. Conf. on Humanoid Robots (HUMANOIDS) 2024.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

ICoNIK: Generating Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit Representations in k-Space

Spieker, V., Huang, W., Eichhorn, H., Stelter, J., Weiss, K., Zimmer, V. A., Braren, R. F., Karampinos, D. C., Hammernik, K. & Schnabel, J. A., 2024, Deep Generative Models - Third MICCAI Workshop, DGM4MICCAI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Zhu, D. & Yuan, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 183-192 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14533 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

2 Citations (Scopus)

Improved Classification Learning from Highly Imbalanced Multi-label Datasets of Inflamed Joints in [99mTc]Maraciclatide Imaging of Arthritic Patients by Natural Image and Diffusion Model Augmentation

Cobb, R., Cook, G. & Reader, A., 4 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). p. 339-348 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15005 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Open Access

Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets with Domain Shift and Partial Labelling

Islam, I., Puyol Anton, E., Ruijsink, B., Reader, A. & King, A., 5 Oct 2024, International Workshop on Advances in Simplifying Medical Ultrasound. 5 ed. Switzerland: Springer International Publishing AG, p. 112 121 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Life Sciences & Medicine

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