Biomedical Engineering & Imaging Sciences

Research output

Research output per year 1976 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2028

• 749808 Citations
• 8705 Article
• 1106 Conference paper
• 570 Meeting abstract
• 436 Review article
• 1161 More
  • 257 Chapter
  • 193 Editorial
  • 191 Literature review
  • 139 Letter
  • 79 Comment/debate
  • 59 Poster abstract
  • 34 Other chapter contribution
  • 32 Meeting Abstract
  • 30 Conference contribution
  • 27 Book
  • 26 Preprint
  • 24 Patent
  • 12 Other contribution
  • 11 Abstract
  • 11 Paper
  • 6 Featured article
  • 5 Report
  • 4 Foreword/postscript
  • 4 Poster
  • 4 Digital or Visual Products
  • 3 Commissioned report
  • 3 Short survey
  • 2 Data set/Database
  • 2 Lecture
  • 1 Special issue
  • 1 Performance
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  A bipolar taxonomy of adult human brain sulcal morphology related to timing of fetal sulcation and trans-sulcal gene expression gradients

  Snyder, W. E., Vértes, P. E., Kyriakopoulou, V., Wagstyl, K., Williams, L. Z. J., Moraczewski, D., Thomas, A. G., Karolis, V. R., Seidlitz, J., Rivière, D., Robinson, E. C., Mangin, J-F., Raznahan, A. & Bullmore, E. T., 2024, (Accepted/In press) Neuron, 35 p.

  Research output: Working paper/Preprint › Preprint

  File

  • Brain 100%
  • Magnetic Resonance Imaging 66%
  20 Downloads (Pure)

• Cina: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains

  Dannecker, M., Kyriakopoulou, V., Cordero-Grande, L., Price, A. N., Hajnal, J. V. & Rueckert, D., 13 Mar 2024.

  Research output: Working paper/Preprint › Preprint

  File

  • Brain 100%
  • Magnetic Resonance Imaging 30%
  • Brain Development 10%
  • Brain Age 10%
  41 Downloads (Pure)

• Framework to generate perfusion map from CT and CTA images in patients with acute ischemic stroke: A longitudinal and cross-sectional study

  Tangwiriyasakul, C., Borges, P., Moriconi, S., Wright, P., Mah, Y-H., Teo, J., Nachev, P., Ourselin, S. & Cardoso, M. J., 5 Apr 2024.

  Research output: Working paper/Preprint › Preprint

  File
  13 Downloads (Pure)

• SurgeMOD: Translating image-space tissue motions into vision-based surgical forces

  Reyzabal, M. D. I., Malas, D., Wang, S., Ourselin, S. & Liu, H., 25 Jun 2024.

  Research output: Working paper/Preprint › Preprint

  File
  16 Downloads (Pure)

• Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model

  Hong, J., Nandi, M., Jin, W. & Alastruey, J., 3 Jul 2024.

  Research output: Working paper/Preprint › Preprint

  File
  20 Downloads (Pure)
• 2023

  A bipolar taxonomy of adult human brain sulcal morphology related to timing of fetal sulcation and trans-sulcal gene expression gradients

  Snyder, W. E., Vértes, P. E., Kyriakopoulou, V., Wagstyl, K., Williams, L. Z. J., Moraczewski, D., Thomas, A. G., Karolis, V. R., Seidlitz, J., Rivière, D., Robinson, E. C., Mangin, J-F., Raznahan, A. & Bullmore, E. T., 20 Dec 2023, Neuron, 35 p.

  Research output: Working paper/Preprint › Preprint

  File

  • Brain 100%
  • Magnetic Resonance Imaging 66%
  22 Downloads (Pure)

• Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction

  Ma, Q., Li, L., Kyriakopoulou, V., Hajnal, J., Robinson, E. C., Kainz, B. & Rueckert, D., 21 Jul 2023.

  Research output: Working paper/Preprint › Preprint

  File

  • Surface Reconstruction 100%
  • Attention (Machine Learning) 100%
  • Computing 12%
  • Roles 12%
  • Modeling 12%
  23 Downloads (Pure)

• Home-based transcranial direct current stimulation RCT in major depression

  Woodham, R. D., Selvaraj, S., Lajmi, N., Hobday, H., Sheehan, G., Ghazi-Noori, A-R., Lagerberg, P. J., Rizvi, M., Kwon, S. S., Orhii, P., Maislin, D., Hernandez, L., Machado-Vieira, R., Soares, J. C., Young, A. H., Fu, C. H. & Fu, C. HY., 2023.

  Research output: Working paper/Preprint › Preprint

• Imaging the master regulator of the antioxidant response in non-small cell lung cancer with positron emission tomography

  Greenwood, H. E., Edwards, R. S., Tyrrell, W. E., Barber, A. R., Baark, F., Tanc, M., Khalil, E., Falzone, A., Ward, N. P., DeBlasi, J. M., Torrente, L., Pearce, D. R., Firth, G., Smith, L. M., Timmermand, O. V., Huebner, A., George, M. E., Swanton, C., Hynds, R. E., DeNicola, G. M., & 1 othersWitney, T. H., 17 Dec 2023, bioRxiv.

  Research output: Working paper/Preprint › Preprint

  Open Access

  • Antioxidant 100%
  • Non Small Cell Lung Cancer 100%
  • Fluorine-18 80%
  • Genetics 50%
  • Protein 50%

• Learning-based sound speed reconstruction and aberration correction in linear-array photoacoustic/ultrasound imaging

  Shi, M., Vercauteren, T. & Xia, W., 19 Jun 2023.

  Research output: Working paper/Preprint › Preprint

  File
  14 Downloads (Pure)

• RAISE -- Radiology AI Safety, an End-to-end lifecycle approach

  Cardoso, M. J., Moosbauer, J., Cook, T. S., Erdal, B. S., Genereaux, B., Gupta, V., Landman, B. A., Lee, T., Nachev, P., Somasundaram, E., Summers, R. M., Younis, K., Ourselin, S. & Pfister, F. MJ., 24 Nov 2023.

  Research output: Working paper/Preprint › Preprint

  File
  41 Downloads (Pure)

• The IceCube-Gen2 Collaboration -- Contributions to the 38th International Cosmic Ray Conference (ICRC2023)

  The IceCube Gen2 Collaboration, Adams, J., Amin, N. M., Bai, X., Bishop, A., Chattopadhyay, S., Chen, C., Chen, Z., Choi, S., Clark, B. A., Clark, R., Coleman, A., Dasgupta, B., Deng, S., Desai, A., Evans, J., Evans, J., Fischer, L., Fritz, A., Gallagher, J., & 37 othersGray, S. J., Griffin, S., Hill, C., Hughes, K., Hussain, R., Jones, B. J. P., Katori, T., Klein, S. R., Kumar, A., Lee, J. W., Liu, Q. R., Lu, L., Mahn, K. B. M., Meagher, K., Mitchell, J., Moore, R. W., Peterson, J., Roberts, E. J., Robertson, S., Sarkar, S., Sarkar, S., Schmidt, T., Schumacher, L., Sharma, A., Smith, D., Thompson, W. G., Torres, J., Tung, C. F., Upadhyay, A. K., Williams, D. R., Wolf, A., Xu, X. W., Yoshida, S., Young, R., Yu, F., Yu, S. & Zhang, Z., 24 Jul 2023.

  Research output: Working paper/Preprint › Preprint
• 2022

  Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs

  Bautista, T., Matthew, J., Kerdegari, H., Pereira, L. P. & Xochicale, M., 1 Jun 2022.

  Research output: Working paper/Preprint › Preprint

  File
  49 Downloads (Pure)

• 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

  File
  181 Downloads (Pure)

• Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View

  Zimmer, V. A., Gomez, A., Skelton, E., Wright, R., Wheeler, G., Deng, S., Ghavami, N., Lloyd, K., Matthew, J., Kainz, B., Rueckert, D., Hajnal, J. V. & Schnabel, J. A., 29 Jun 2022, arXiv.

  Research output: Working paper/Preprint › Preprint

  File

  • Fields 100%
  • Field of View 100%
  • Addressing 100%
  • Ultrasound 100%
  • Stages 33%
  65 Downloads (Pure)
• 2021

  A coupling strategy for a 3D-1D model of the cardiovascular system to study the effects of pulse wave propagation on cardiac function

  Caforio, F., Augustin, C. M., Alastruey, J., Gsell, M. A. F. & Plank, G., 10 Nov 2021.

  Research output: Working paper/Preprint › Preprint

  File
  55 Downloads (Pure)

• The developing brain structural and functional connectome fingerprint

  Ciarrusta, J., Christiaens, D., Fitzgibbon, S. P., Dimitrova, R., Hutter, J., Hughes, E., Duff, E., Price, A. N., Cordero-Grande, L., Tournier, J-D., Rueckert, D., Hajnal, J. V., Arichi, T., McAlonan, G., Edwards, A. D. & Batalle, D., 10 Mar 2021, bioRxiv, (bioRxiv).

  Research output: Working paper/Preprint › Preprint

  File

  • Fingerprints 100%
  • Brain 100%
  88 Downloads (Pure)
• 2020

  A Simulated Single Ventilator / Dual Patient Ventilation Strategy for Acute Respiratory Distress Syndrome During the COVID-19 Pandemic

  Solís-Lemus, J. A., Costar, E., Doorly, D., Kerrigan, E. C., Kennedy, C. H., Tait, F., Niederer, S., Vincent, P. E. & Williams, S. E., 2020, (Accepted/In press) MedRxiv, (MedRxiv).

  Research output: Working paper/Preprint › Preprint

  Open Access

  File

  • Patient 100%
  • Acute Respiratory Distress Syndrome 100%
  • COVID-19 100%
  • Lung Compliance 50%
  • Reduction (Chemistry) 25%
  202 Downloads (Pure)

• Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM)

  Wood, D., Lynch, J., Kafiabadi, S., Guilhem, E., Montvila, A., Varsavsky, T., Siddiqui, J., Gadapa, N., Townend, M., Kiik, M., Patel, K., Barker, G., Ourselin, S., Cole, J. & Booth, T., 2020, (Proceedings of Machine Learning Research).

  Research output: Working paper/Preprint › Preprint

  16 Citations (Scopus)

• Deep Generative Models to Simulate 2D Patient-Specific Ultrasound Images in Real Time

  Magnetti, C., Zimmer, V., Ghavami, N., Skelton, E., Matthew, J., Lloyd, K., Hajnal, J., Schnabel, J. A. & Gomez, A., 11 May 2020.

  Research output: Working paper/Preprint › Preprint

  File
  38 Downloads (Pure)

• Ischemic Heart Disease and Cognitive Prognosis in the First Year after Stroke

  O'Sullivan, M. J. & Wright, P., 22 May 2020, MedRxiv.

  Research output: Working paper/Preprint › Preprint

  Open Access

  File

  • Apoplexy 100%
  • Prognosis 100%
  • Montreal Cognitive Assessment 100%
  • Cognitive Function 66%
  • Cognition 63%
  21 Downloads (Pure)

• Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome

  Chotzoglou, E., Day, T., Tan, J., Matthew, J., Lloyd, D., Razavi, R., Simpson, J. & Kainz, B., 15 Nov 2020.

  Research output: Working paper/Preprint › Preprint

  File
  47 Downloads (Pure)

• Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge

  Schirmer, M. D., Venkataraman, A., Rekik, I., Kim, M., Mostofsky, S. H., Nebel, M. B., Rosch, K., Seymour, K., Crocetti, D., Irzan, H., Hütel, M., Ourselin, S., Marlow, N., Melbourne, A., Levchenko, E., Zhou, S., Kunda, M., Lu, H., Dvornek, N. C., Zhuang, J., & 6 othersPinto, G., Samal, S., Zhang, J., Bernal-Rusiel, J. L., Pienaar, R. & Chung, A. W., 5 Jun 2020.

  Research output: Working paper/Preprint › Preprint

  File

  • Connectomics 100%
  • Attention Deficit Hyperactivity Disorder 87%
  • Pervasive Developmental Disorder 37%
  • Brain 25%
  43 Downloads (Pure)
• 2019

  A large annotated medical image dataset for the development and evaluation of segmentation algorithms

  Simpson, A. L., Antonelli, M., Bakas, S., Bilello, M., Farahani, K., Ginneken, B. V., Kopp-Schneider, A., Landman, B. A., Litjens, G., Menze, B., Ronneberger, O., Summers, R. M., Bilic, P., Christ, P. F., Do, R. K. G., Gollub, M., Golia-Pernicka, J., Heckers, S. H., Jarnagin, W. R., McHugo, M. K., & 4 othersNapel, S., Vorontsov, E., Maier-Hein, L. & Cardoso, M. J., 25 Feb 2019, ( arXiv).

  Research output: Working paper/Preprint › Preprint

  File

  • Image Segmentation 100%
  • segmentation algorithm 100%
  • Computing 33%
  • Research Community 33%
  • Benchmarking 33%
  124 Downloads (Pure)

• NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification

  Wood, D. A., Cole, J. H. & Booth, T. C., 18 Oct 2019, (Alzheimer’s Disease Neuroimaging Initiative).

  Research output: Working paper/Preprint › Preprint

  File

  • Attention 100%
  • Alzheimer's Disease 100%
  • Neural Network 33%
  • Psychiatric Disorder 33%
  • Training 33%
  75 Downloads (Pure)
• 2018

  PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

  Arteaga, M. O., Sørensen, L., Cardoso, J., Modat, M., Ourselin, S., Sommer, S., Nielsen, M., Igel, C. & Pai, A., 3 Oct 2018, ( arXiv).

  Research output: Working paper/Preprint › Preprint

  File

  • Convolutional Neural Network 100%
  • Image Transformation 100%
  • Transformations 40%
  • Generalization Performance 20%
  • Image Segmentation 20%
  126 Downloads (Pure)