King's College London

Research portal

Dr Michela Antonelli

  1. Computer-aided diagnosis of prostate cancer using multiparametric MRI and clinical features: A patient-level classification framework

    Mehta, P., Antonelli, M., Ahmed, H. U., Emberton, M., Punwani, S. & Ourselin, S., Oct 2021, In: Medical Image Analysis. 73, 102153.

    Research output: Contribution to journalArticlepeer-review

  2. Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app

    Klaser, K., Thompson, E. J., Nguyen, L. H., Sudre, C. H., Antonelli, M., Murray, B., Canas, L. S., Molteni, E., Graham, M. S., Kerfoot, E., Chen, L., Deng, J., May, A., Hu, C., Guest, A., Selvachandran, S., Drew, D. A., Modat, M., Chan, A. T., Wolf, J. & 5 others, Spector, T. D., Hammers, A., Duncan, E. L., Ourselin, S. & Steves, C. J., 28 Sep 2021, (E-pub ahead of print) In: Journal of neurology, neurosurgery, and psychiatry.

    Research output: Contribution to journalArticlepeer-review

  3. Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app 

    Klaser, K., Thompson, E. J., Nguyen, H-L., Sudre, C. H., Antonelli, M., Murray, B., Dos Santos Canas, L., Molteni, E., Graham, M. S., Kerfoot, E., Chen, L., Deng, J., May, A., Hu, C., Guest, A., Selvachandran, S., Drew, D. A., Modat, M., Chan, A. T., Wolf, J. & 5 others, Spector, T., Hammers, A., Duncan, E. L., Ourselin, S. & Steves, C., 7 Sep 2021, In: Journal of Neurology, Neurosurgery and Psychiatry.

    Research output: Contribution to journalArticlepeer-review

  4. Anosmia, ageusia, and other COVID-19-like symptoms in association with a positive SARS-CoV-2 test, across six national digital surveillance platforms: an observational study

    Sudre, C. H., Keshet, A., Graham, M. S., Joshi, A. D., Shilo, S., Rossman, H., Murray, B., Molteni, E., Klaser, K., Canas, L. D., Antonelli, M., Nguyen, L. H., Drew, D. A., Modat, M., Pujol, J. C., Ganesh, S., Wolf, J., Meir, T., Chan, A. T., Steves, C. J. & 5 others, Spector, T. D., Brownstein, J. S., Segal, E., Ourselin, S. & Astley, C. M., 1 Sep 2021, In: The Lancet. Digital health. 3, 9, p. e577-e586

    Research output: Contribution to journalArticlepeer-review

  5. Early detection of COVID-19 in the UK using self-reported symptoms: a large-scale, prospective, epidemiological surveillance study

    Canas, L. S., Sudre, C. H., Capdevila Pujol, J., Polidori, L., Murray, B., Molteni, E., Graham, M. S., Klaser, K., Antonelli, M., Berry, S., Davies, R., Nguyen, L. H., Drew, D. A., Wolf, J., Chan, A. T., Spector, T., Steves, C. J., Ourselin, S. & Modat, M., 1 Sep 2021, In: The Lancet. Digital health. 3, 9, p. e587-e598

    Research output: Contribution to journalArticlepeer-review

  6. Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study

    Antonelli, M., Penfold, R. S., Merino, J., Sudre, C. H., Molteni, E., Berry, S., Canas, L. S., Graham, M. S., Klaser, K., Modat, M., Murray, B., Kerfoot, E., Chen, L., Deng, J., Österdahl, M. F., Cheetham, N. J., Drew, D. A., Nguyen, L. H., Pujol, J. C., Hu, C. & 10 others, Selvachandran, S., Polidori, L., May, A., Wolf, J., Chan, A. T., Hammers, A., Duncan, E. L., Spector, T. D., Ourselin, S. & Steves, C. J., 1 Sep 2021, (E-pub ahead of print) In: The Lancet infectious diseases.

    Research output: Contribution to journalArticlepeer-review

  7. Illness duration and symptom profile in symptomatic UK school-aged children tested for SARS-CoV-2

    Molteni, E., Sudre, C. H., Canas, L. S., Bhopal, S. S., Hughes, R. C., Antonelli, M., Murray, B., Kläser, K., Kerfoot, E., Chen, L., Deng, J., Hu, C., Selvachandran, S., Read, K., Capdevila Pujol, J., Hammers, A., Spector, T. D., Ourselin, S., Steves, C. J., Modat, M. & 2 others, Absoud, M. & Duncan, E. L., 3 Aug 2021, (E-pub ahead of print) In: The Lancet. Child & adolescent health.

    Research output: Contribution to journalArticlepeer-review

  8. Artificial intelligence compared to radiologists for the initial diagnosis of prostate cancer on magnetic resonance imaging: A systematic review and recommendations for future studies

    Syer, T., Mehta, P., Antonelli, M., Mallett, S., Atkinson, D., Ourselin, S. & Punwani, S., 1 Jul 2021, In: Cancers. 13, 13, 3318.

    Research output: Contribution to journalReview articlepeer-review

  9. Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID Symptom Study app in the UK: a prospective observational study

    Menni, C., Klaser, K., May, A., Polidori, L., Capdevila, J., Louca, P., Sudre, C. H., Nguyen, L. H., Drew, D. A., Merino, J., Hu, C., Selvachandran, S., Antonelli, M., Murray, B., Canas, L. S., Molteni, E., Graham, M. S., Modat, M., Joshi, A. D., Mangino, M. & 8 others, Hammers, A., Goodman, A. L., Chan, A. T., Wolf, J., Steves, C. J., Valdes, A. M., Ourselin, S. & Spector, T. D., Jul 2021, In: The Lancet infectious diseases. 21, 7, p. 939-949 11 p.

    Research output: Contribution to journalArticlepeer-review

  10. Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B.1.1.7: an ecological study

    COVID-19 Genomics UK (COG-UK) Consortium, 1 May 2021, In: The Lancet Public Health. 6, 5, p. e335-e345

    Research output: Contribution to journalArticlepeer-review

  11. Hemodynamic Matrix Factorization for Functional Magnetic Resonance Imaging

    Hütel, M., Antonelli, M., Melbourne, A. & Ourselin, S., 1 May 2021, In: NeuroImage. 231, p. 117814 117814.

    Research output: Contribution to journalArticlepeer-review

  12. Attributes and predictors of long COVID

    Sudre, C. H., Murray, B., Varsavsky, T., Graham, M. S., Penfold, R. S., Bowyer, R. C., Pujol, J. C., Klaser, K., Antonelli, M., Canas, L. S., Molteni, E., Modat, M., Jorge Cardoso, M., May, A., Ganesh, S., Davies, R., Nguyen, L. H., Drew, D. A., Astley, C. M., Joshi, A. D. & 13 others, Merino, J., Tsereteli, N., Fall, T., Gomez, M. F., Duncan, E. L., Menni, C., Williams, F. M. K., Franks, P. W., Chan, A. T., Wolf, J., Ourselin, S., Spector, T. & Steves, C. J., Apr 2021, In: Nature Medicine. 27, 4, p. 626-631 6 p.

    Research output: Contribution to journalArticlepeer-review

  13. Optimal symptom combinations to aid COVID-19 case identification: Analysis from a community-based, prospective, observational cohort

    Antonelli, M., Capdevila, J., Chaudhari, A., Granerod, J., Canas, L. S., Graham, M. S., Klaser, K., Modat, M., Molteni, E., Murray, B., Sudre, C. H., Davies, R., May, A., Nguyen, L. H., Drew, D. A., Joshi, A., Chan, A. T., Cramer, J. P., Spector, T., Wolf, J. & 3 others, Ourselin, S., Steves, C. J. & Loeliger, A. E., Mar 2021, In: Journal of Infection. 82, 3, p. 384-390 7 p.

    Research output: Contribution to journalArticlepeer-review

  14. Decision fusion of 3D convolutional neural networks to triage patients with suspected prostate cancer using volumetric biparametric MRI

    Mehta, P., Antonelli, M., Ahmed, H., Emberton, M., Punwani, S. & Ourselin, S., 1 Jan 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 1131433. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  15. 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 others, Napel, S., Vorontsov, E., Maier-Hein, L. & Cardoso, M. J., 25 Feb 2019, ( arXiv).

    Research output: Working paper/PreprintPreprint

  16. Hemodynamic matrix factorization for functional magnetic resonance imaging

    Hütel, M., Antonelli, M., Ekanayake, J., Ourselin, S. & Melbourne, A., 1 Jan 2019, Connectomics in NeuroImaging - 3rd International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Schirmer, M. D., Chung, A. W., Venkataraman, A., Rekik, I. & Kim, M. (eds.). SPRINGER, p. 117-125 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11848 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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