King's College London

Research portal

Dr Michela Antonelli

  1. Individual Factors Including Age, BMI, and Heritable Factors Underlie Temperature Variation in Sickness and in Health: An Observational, Multi-cohort Study

    GSTT Covid Collaborative , Penfold, R. S., Zazzara, M. B., Österdahl, M. F., Welch, C., Ni Lochlainn, M., Freidin, M. B., Bowyer, R. C. E., Thompson, E. J., Antonelli, M., Tan, Y. X. R., Sudre, C. H., Modat, M., Murray, B., Wolf, J., Ourselin, S., Veenith, T., Lord, J. M. & Steves, C. J., Sep 2022, In: The journals of gerontology. Series A, Biological sciences and medical sciences. 77, 9, p. 1890-1897 8 p.

    Research output: Contribution to journalArticlepeer-review

  2. Post-vaccination infection rates and modification of COVID-19 symptoms in vaccinated UK school-aged children and adolescents: A prospective longitudinal cohort study

    Molteni, E., Canas, L. S., Kläser, K., Deng, J., Bhopal, S. S., Hughes, R. C., Chen, L., Murray, B., Kerfoot, E., Antonelli, M., Sudre, C. H., Pujol, J. C., Polidori, L., May, A., Hammers, P. A., Wolf, J., Spector, P. T. D., Steves, C. J., Ourselin, P. S., Absoud, M., & 2 othersModat, M. & Duncan, P. E. L., Aug 2022, In: The Lancet Regional Health - Europe. 19, 100429.

    Research output: Contribution to journalArticlepeer-review

  3. The Medical Segmentation Decathlon

    Antonelli, M., Reinke, A., Bakas, S., Farahani, K., Kopp-Schneider, A., Landman, B. A., Litjens, G., Menze, B., Ronneberger, O., Summers, R. M., van Ginneken, B., Bilello, M., Bilic, P., Christ, P. F., Do, R. K. G., Gollub, M. J., Heckers, S. H., Huisman, H., Jarnagin, W. R., McHugo, M. K., & 38 othersNapel, S., Pernicka, J. S. G., Rhode, K., Tobon-Gomez, C., Vorontsov, E., Meakin, J. A., Ourselin, S., Wiesenfarth, M., Arbeláez, P., Bae, B., Chen, S., Daza, L., Feng, J., He, B., Isensee, F., Ji, Y., Jia, F., Kim, I., Maier-Hein, K., Merhof, D., Pai, A., Park, B., Perslev, M., Rezaiifar, R., Rippel, O., Sarasua, I., Shen, W., Son, J., Wachinger, C., Wang, L., Wang, Y., Xia, Y., Xu, D., Xu, Z., Zheng, Y., Simpson, A. L., Maier-Hein, L. & Cardoso, M. J., 15 Jul 2022, In: Nature Communications. 13, 1, p. 4128 4128.

    Research output: Contribution to journalArticlepeer-review

  4. Frail older people and those in deprived areas remain at risk from covid-19, even after vaccination

    Saul, H., Gursul, D., Antonelli, M. & Steves, C., 4 Jul 2022, In: BMJ (Clinical research ed.). 378, p. o1313

    Research output: Contribution to journalArticlepeer-review

  5. COVID-19 due to the B.1.617.2 (Delta) variant compared to B.1.1.7 (Alpha) variant of SARS-CoV-2: a prospective observational cohort study

    COVID-19 Genomics U. K. (COG-UK) Consortium, 28 Jun 2022, In: Scientific Reports. 12, 1, p. 10904 10904.

    Research output: Contribution to journalArticlepeer-review

  6. Risk of long COVID associated with delta versus omicron variants of SARS-CoV-2

    Antonelli, M., Pujol, J. C., Spector, T. D., Ourselin, S. & Steves, C. J., 18 Jun 2022, In: The Lancet. 399, 10343, p. 2263-2264 2 p.

    Research output: Contribution to journalLetterpeer-review

  7. Illness characteristics of COVID-19 in children infected with the SARS-CoV-2 Delta variant

    Molteni, E., Sudre, C. H., Dos Santos Canas, L., Bhopal, S. S., Hughes, R. C., Chen, L., Deng, J., Murray, B., Kerfoot, E., Antonelli, M., Graham, M., Klaser, K., May, A., Hu, C., Pujol, J. C., Wolf, J., Hammers, A., Spector, T., Ourselin, S., Modat, M., & 3 othersSteves, CJ., Absoud, M. & Duncan, E., 3 May 2022, In: Children (Basel, Switzerland). 9, 5, 652.

    Research output: Contribution to journalArticlepeer-review

  8. Symptom prevalence, duration, and risk of hospital admission in individuals infected with SARS-CoV-2 during periods of omicron and delta variant dominance: a prospective observational study from the ZOE COVID Study

    Menni, C., Valdes, A. M., Polidori, L., Antonelli, M., Penamakuri, S., Nogal, A., Louca, P., May, A., Figueiredo, J. C., Hu, C., Molteni, E., Canas, L., Österdahl, M. F., Modat, M., Sudre, C. H., Fox, B., Hammers, A., Wolf, J., Capdevila, J., Chan, A. T., & 4 othersDavid, S. P., Steves, C. J., Ourselin, S. & Spector, T. D., 23 Apr 2022, In: Lancet. 399, 10335, p. 1618-1624 7 p.

    Research output: Contribution to journalArticlepeer-review

  9. Correlation between Whole Skeleton Dual Energy CT Calcium-Subtracted Attenuation and Bone Marrow Infiltration in Multiple Myeloma

    Gu, R., Amlani, A., Haberland, U., Hodson, D., Streetly, M., Antonelli, M., Dregely, I. & Goh, V., 12 Feb 2022, (Accepted/In press) In: European Journal of Radiology.

    Research output: Contribution to journalArticlepeer-review

  10. 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 othersSelvachandran, S., Polidori, L., May, A., Wolf, J., Chan, A. T., Hammers, A., Duncan, E. L., Spector, T. D., Ourselin, S. & Steves, C. J., Jan 2022, In: The Lancet infectious diseases. 22, 1, p. 43-55 13 p.

    Research output: Contribution to journalArticlepeer-review

  11. Autoprostate: Towards automated reporting of prostate mri for prostate cancer assessment using deep learning

    Mehta, P., Antonelli, M., Singh, S., Grondecka, N., Johnston, E. W., Ahmed, H. U., Emberton, M., Punwani, S. & Ourselin, S., 6 Dec 2021, (E-pub ahead of print) In: Cancers. 13, 23, 6138.

    Research output: Contribution to journalArticlepeer-review

  12. Disentangling post-vaccination symptoms from early COVID-19

    Canas, L. S., Österdahl, M. F., Deng, J., Hu, C., Selvachandran, S., Polidori, L., May, A., Molteni, E., Murray, B., Chen, L., Kerfoot, E., Klaser, K., Antonelli, M., Hammers, A., Spector, T., Ourselin, S., Steves, C., Sudre, C. H., Modat, M. & Duncan, E. L., Dec 2021, In: EClinicalMedicine. 42, p. 101212

    Research output: Contribution to journalArticlepeer-review

  13. Accessible data curation and analytics for international-scale citizen science datasets

    Murray, B., Kerfoot, E., Chen, L., Deng, J., Graham, M. S., Sudre, C. H., Molteni, E., Canas, L. S., Antonelli, M., Klaser, K., Visconti, A., Hammers, A., Chan, A. T., Franks, P. W., Davies, R., Wolf, J., Spector, T. D., Steves, C. J., Modat, M. & Ourselin, S., 22 Nov 2021, In: Scientific Data. 8, 1, p. 297 297.

    Research output: Contribution to journalArticlepeer-review

  14. 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 othersSpector, T. D., Hammers, A., Duncan, E. L., Ourselin, S. & Steves, C. J., 16 Nov 2021, In: Journal of Neurology, Neurosurgery and Psychiatry. 92, 12, p. 1254-1258 5 p.

    Research output: Contribution to journalArticle

  15. 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

  16. 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 othersAbsoud, M. & Duncan, E. L., Oct 2021, In: The Lancet. Child & adolescent health. 5, 10, p. 708-718 11 p.

    Research output: Contribution to journalArticlepeer-review

  17. 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 othersSpector, 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

  18. 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

  19. 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

  20. 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 othersHammers, 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

  21. Author Correction: Attributes and predictors of long COVID (Nature Medicine, (2021), 27, 4, (626-631), 10.1038/s41591-021-01292-y)

    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 othersMerino, 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., Jun 2021, In: Nature Medicine. 27, 6, p. 1116 1 p.

    Research output: Contribution to journalComment/debatepeer-review

  22. 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

  23. 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

  24. Hemodynamic matrix factorization for functional magnetic resonance imaging

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

    Research output: Contribution to journalArticlepeer-review

  25. 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 othersMerino, 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

  26. 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 othersOurselin, 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

  27. 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

  28. 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/PreprintPreprint

  29. 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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