MA
Michela Antonelli
COVID-19cs.CVcs.LGSARS-CoV-2eess.IVLonelinessepidemiologylonelinessolder adultsProstatic Neoplasms
On Valency
published · living versionsW_z8wecm87·v1 · currentpublished
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
with Amber L. Simpson, Spyridon Bakas, Michel Bilello, Keyvan Farahani +19
1 version
Preprints & journals
68 papers in the corpus · 2017–2026MID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentation2610.17354v2 · Vincenzo Marciano, Xiaoming Zhang, Gianluca Guglielmo et al.2026 · 0 citationsarXiv
Performance uncertainty in medical image analysis: A large-scale investigation of confidence intervals.42887473 · André, Pascaline, Heitz, Charles, Christodoulou, Evangelia et al.2026 · 3 citationsMedical image analysis. 2026;116:104349
Diffusion-Based Quality Control of Medical Image Segmentations Across Organs.42467579 · Marciano, Vincenzo, Chaptoukaev, Hava, Fernandez, Virginia et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(10):5072-5083
Making Cross-Continental Federated Learning Repeatable with FLIP: a Multi-Application Study2609.36001v1 · Rafael Garcia-Dias, Alexandre Triay Bagur, Chayanin Tangwiriyasakul et al.2026 · 0 citationsarXiv
MambaX-Net: Dual-input Mamba-enhanced Cross-Attention network for longitudinal prostate MRI segmentation.42617313 · Yahathugoda, Yovin, Prezzi, Davide, Gutierrez, Patricia A et al.2026 · 0 citationsMedical image analysis. 2026;114:104251
Right Regions, Wrong Labels: Semantic Label Flips in Segmentation under Correlation Shift2604.13326v2 · Akshit Achara, Yovin Yahathugoda, Nick Byrne et al.2026 · 0 citationsarXiv
A User-Centered Interface Design Framework for the DELONELINESS System in Older Adults: Design Indicator Development and Prioritization.41813191 · Zhou, Yi, Rees, Jessica, Matcham, Faith et al.2026 · 1 citationJMIR human factors. 2026;13:e88263
Development and User-Centered Evaluation of Smart Systems for Loneliness Monitoring in Older Adults: Mixed Methods Study.41605500 · Zhou, Yi, Rees, Jessica, Matcham, Faith et al.2026 · 1 citationJournal of medical Internet research. 2026;28:e81027
Understanding the Thoughts and Preferences for Technologies Designed to Detect Feelings of Loneliness: Interview Study Among Older Adults.40966661 · Rees, Jessica, Ratcliffe, John, Liu, Wei et al.2025 · 1 citationJMIR human factors. 2025;12:e73694
Impact of three-dimensional prostate models during robot-assisted radical prostatectomy on surgical margins and functional outcomes.40653671 · Khan, Nawal, Prezzi, Davide, Raison, Nicholas et al.2025 · 0 citationsBJU international. 2025;136(3):420-428
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims2505.04720v2 · Evangelia Christodoulou, Annika Reinke, Pascaline Andre et al.2025 · 2 citationsarXiv
Social determinants of recovery from ongoing symptoms following COVID-19 in two UK longitudinal studies: a prospective cohort study.40256447 · Cheetham, Nathan J, Bowyer, Vicky, García, María Paz et al.2025 · 10 citationsBMJ public health. 2025;3(1):e001166
Resolution Invariant Autoencoder2503.09828v1 · Ashay Patel, Michela Antonelli, Sebastien Ourselin et al.2025 · 1 citationarXiv
Conceptualising the context and mechanisms for tackling loneliness in older adults through interventions: A Critical Interpretive Synthesis10.1101/2025.01.06.25320003v1 · Ratcliffe, J., Matcham, F., Molteni, E. et al.2025 · 0 citationsmedRxiv
Symptom evolution in individuals with ongoing symptomatic COVID-19 and post-COVID-19 syndrome after SARS-CoV-2 vaccination versus influenza vaccination.39800064 · Rjoob, Khaled, Antonelli, Michela, Murray, Benjamin et al.2025 · 2 citationsThe Journal of infection. 2025;90(2):106406
Evaluating a Smart Textile Loneliness Monitoring System for Older People: Co-Design and Qualitative Focus Group Study.39688889 · Probst, Freya, Rees, Jessica, Aslam, Zayna et al.2024 · 11 citationsJMIR aging. 2024;7:e57622
A cautionary tale on the cost-effectiveness of collaborative AI in real-world medical applications2412.06494v3 · Francesco Cremonesi, Lucia Innocenti, Sebastien Ourselin et al.2024 · 0 citationsarXiv
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?2409.17763v2 · Evangelia Christodoulou, Annika Reinke, Rola Houhou et al.2024 · 12 citationsarXiv
Qualitative exploration of the lived experiences of loneliness in later life to inform technology development.39305060 · Rees, Jessica, Liu, Wei, Canson, Jiana et al.2024 · 13 citationsInternational journal of qualitative studies on health and well-being. 2024;19(1):2398259
Reduction of surgical complications via 3D models during robotic assisted radical prostatectomy: review of current evidence and meta-analysis.39105931 · Sarhan, Kenaan, Khan, Nawal, Prezzi, Davide et al.2024 · 13 citationsJournal of robotic surgery. 2024;18(1):304
Symptoms before and after COVID-19: a population and case-control study using prospective data.38575161 · Sudre, Carole H, Antonelli, Michela, Cheetham, Nathan J et al.2024 · 9 citationsThe European respiratory journal. 2024;64(1)
Understanding metric-related pitfalls in image analysis validation.36945687 · Reinke, Annika, Tizabi, Minu D, Baumgartner, Michael et al.2025 · 233 citationsArXiv. 2024
Metrics reloaded: recommendations for image analysis validation.38347141 · Maier-Hein, Lena, Reinke, Annika, Godau, Patrick et al.2024 · 539 citationsNature methods. 2024;21(2):195-212
Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation2309.17097v2 · Lucia Innocenti, Michela Antonelli, Francesco Cremonesi et al.2023 · 1 citationarXiv
SARS-CoV-2 infection following booster vaccination: Illness and symptom profile in a prospective, observational community-based case-control study.37777159 · Antonelli, Michela, Penfold, Rose S, Canas, Liane Dos Santos et al.2023 · 33 citationsThe Journal of infection. 2023;87(6):506-515
Symptom experience before vs. after confirmed SARS-CoV-2 infection: a population and case control study using prospectively recorded symptom data.10.1101/2023.08.30.23294821v1 · Sudre, C. H., Antonelli, M., Cheetham, N. J. et al.2023 · 0 citationsmedRxiv
The effects of COVID-19 on cognitive performance in a community-based cohort: a COVID symptom study biobank prospective cohort study.37654669 · Cheetham, Nathan J, Penfold, Rose, Giunchiglia, Valentina et al.2025 · 91 citationsEClinicalMedicine. 2023;62:102086
Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease.37369825 · Österdahl, Marc F, Whiston, Ronan, Sudre, Carole H et al.2023 · 9 citationsScientific reports. 2023;13(1):10407
Understanding the psychological experiences of loneliness in later life: qualitative protocol to inform technology development.37336536 · Rees, Jessica, Liu, Wei, Ourselin, Sebastien et al.2023 · 12 citationsBMJ open. 2023;13(6):e072420
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images2305.10655v1 · Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle et al.2023 · 27 citationsarXiv
Profiling post-COVID-19 condition across different variants of SARS-CoV-2: a prospective longitudinal study in unvaccinated wild-type, unvaccinated alpha-variant, and vaccinated delta-variant populations.37202336 · Canas, Liane S, Molteni, Erika, Deng, Jie et al.2023 · 70 citationsThe Lancet. Digital health. 2023;5(7):e421-e434
The effects of COVID-19 on cognitive performance in a community-based cohort: A COVID Symptom Study Biobank observational study10.1101/2023.03.14.23287211v1 · Cheetham, N. J., Penfold, R., Giunchiglia, V. et al.2023 · 2 citationsmedRxiv
The Liver Tumor Segmentation Benchmark (LiTS).36481607 · Bilic, Patrick, Christ, Patrick, Li, Hongwei Bran et al.2023 · 1,394 citationsMedical image analysis. 2023;84:102680
Individual Factors Including Age, BMI, and Heritable Factors Underlie Temperature Variation in Sickness and in Health: An Observational, Multi-cohort Study.34609487 · Penfold, Rose S, Zazzara, Maria Beatrice, Österdahl, Marc F et al.2022 · 7 citationsThe journals of gerontology. Series A, Biological sciences and medical sciences. 2022;77(9):1890-1897
Metabolomic and gut microbiome profiles across the spectrum of community-based COVID and non-COVID disease: A COVID-19 Biobank study.10.1101/2022.08.07.22278510v1 · Österdahl, M. F., Whiston, R., Sudre, C. H. et al.2022 · 1 citationmedRxiv
Profiling post-COVID syndrome across different variants of SARS-CoV-210.1101/2022.07.28.22278159v1 · Canas, L. S., Molteni, E., Deng, J. et al.2022 · 25 citationsmedRxiv
The Medical Segmentation Decathlon.35840566 · Antonelli, Michela, Reinke, Annika, Bakas, Spyridon et al.2022 · 1,372 citationsNature communications. 2022;13(1):4128
Post-vaccination infection rates and modification of COVID-19 symptoms in vaccinated UK school-aged children and adolescents: A prospective longitudinal cohort study.35821715 · Molteni, Erika, Canas, Liane S, Kläser, Kerstin et al.2025 · 25 citationsThe Lancet regional health. Europe. 2022;19:100429
Frail older people and those in deprived areas remain at risk from covid-19, even after vaccination.35787513 · Saul, Helen, Gursul, Deniz, Antonelli, Michela et al.2022 · 1 citationBMJ (Clinical research ed.). 2022;378:o1313
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.35764879 · Kläser, Kerstin, Molteni, Erika, Graham, Mark et al.2022 · 65 citationsScientific reports. 2022;12(1):10904
Risk of long COVID associated with delta versus omicron variants of SARS-CoV-2.35717982 · Antonelli, Michela, Pujol, Joan Capdevila, Spector, Tim D et al.2022 · 628 citationsLancet (London, England). 2022;399(10343):2263-2264
Illness Characteristics of COVID-19 in Children Infected with the SARS-CoV-2 Delta Variant.35626830 · Molteni, Erika, Sudre, Carole H, Canas, Liane Dos Santos et al.2025 · 56 citationsChildren (Basel, Switzerland). 2022;9(5)
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.35397851 · Menni, Cristina, Valdes, Ana M, Polidori, Lorenzo et al.2022 · 856 citationsLancet (London, England). 2022;399(10335):1618-1624
Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma.35240412 · Gu, Renyang, Amlani, Ashik, Haberland, Ulrike et al.2022 · 13 citationsEuropean journal of radiology. 2022;149:110223
Knowledge barriers in a national symptomatic-COVID-19 testing programme.36962066 · Graham, Mark S, May, Anna, Varsavsky, Thomas et al.2025 · 34 citationsPLOS global public health. 2022;2(1):e0000028
AutoProstate: Towards Automated Reporting of Prostate MRI for Prostate Cancer Assessment Using Deep Learning.34885246 · Mehta, Pritesh, Antonelli, Michela, Singh, Saurabh et al.2025 · 29 citationsCancers. 2021;13(23)
Disentangling post-vaccination symptoms from early COVID-19.34873584 · Canas, Liane S, Österdahl, Marc F, Deng, Jie et al.2025 · 23 citationsEClinicalMedicine. 2021;42:101212
Accessible data curation and analytics for international-scale citizen science datasets.34811392 · Murray, Benjamin, Kerfoot, Eric, Chen, Liyuan et al.2021 · 32 citationsScientific data. 2021;8(1):297
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.34480857 · Antonelli, Michela, Penfold, Rose S, Merino, Jordi et al.2022 · 842 citationsThe Lancet. Infectious diseases. 2022;22(1):43-55
Illness duration and symptom profile in symptomatic UK school-aged children tested for SARS-CoV-2.34358472 · Molteni, Erika, Sudre, Carole H, Canas, Liane S et al.2021 · 421 citationsThe Lancet. Child & adolescent health. 2021;5(10):708-718
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