Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Davide Pigoli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A large-scale and PCR-referenced vocal audio dataset for COVID-19
Budd, J., Baker, K., Karoune, E., Coppock, H., Patel, S., Payne, R., Tendero Cañadas, A., Titcomb, A., Hurley, D., Egglestone, S., Butler, L., Mellor, J., Nicholson, G., Kiskin, I., Koutra, V., Jersakova, R., McKendry, R. A., Diggle, P., Richardson, S., Schuller, B. W., & 6 others, 27 Jun 2024, In: Scientific Data. 11, 1, p. 700 1 p., 700.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing the performance of machine learning methods trained on public health observational data: a case study from COVID-19
Pigoli, D., Baker, K., Budd, J., Butler, L., Coppock, H., Egglestone, S., Gilmour, S. G., Holmes, C., Hurley, D., Jersakova, R., Kiskin, I., Koutra, V., Mellor, J., Nicholson, G., Packham, J., Patel, S., Payne, R., Roberts, S., Schuller, B., Tendero Canadas, A., & 2 others, 15 Aug 2024, (Accepted/In press) In: Statistics in Medicine.Research output: Contribution to journal › Article › peer-review
Open AccessFile90 Downloads (Pure) -
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
Coppock, H., Nicholson, G., Kiskin, I., Koutra, V., Baker, K., Budd, J., Payne, R., Karoune, E., Hurley, D., Titcomb, A., Egglestone, S., Tendero Cañadas, A., Butler, L., Jersakova, R., Mellor, J., Patel, S., Thornley, T., Diggle, P., Richardson, S., Packham, J., & 5 others, Feb 2024, In: Nature Machine Intelligence. 6, 2, p. 229-242 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Predicting class switch recombination in B-cells from antibody repertoire data
Servius, L., Pigoli, D., Ng, J. & Fraternali, F., 7 Mar 2024, (Accepted/In press) In: Biometrical Journal.Research output: Contribution to journal › Article › peer-review
Open AccessFile95 Downloads (Pure) -
Statistics in Phonetics
Tavakoli, S., Matteo, B., Pigoli, D., Chodroff, E., Coleman, J., Gubian, M., Renwick, M. & Sonderegger, M., 14 Aug 2024, (Accepted/In press) In: Annual Review of Statistics and Its Application.Research output: Contribution to journal › Review article › peer-review
Open AccessFile13 Downloads (Pure)
Projects
- 1 Active
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Multi-objective optimal design of experiments
Gilmour, S., Koutra, V., Mylona, K. & Pigoli, D.
EPSRC Engineering and Physical Sciences Research Council
14/12/2020 → 13/03/2025
Project: Research
Datasets
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Data and R Code supporting the journal article "Estimation of temperature-dependent growth profiles for the assessment of time of hatching in forensic entomology"
Pigoli, D., Aston, J., Ferraty, F., Mazumder, A., Richards, C. & Hall, M., King's College London, 10 Nov 2022
DOI: 10.18742/21511023, https://kcl.figshare.com/articles/software/Data_and_R_Code_supporting_the_journal_article_Estimation_of_temperature-dependent_growth_profiles_for_the_assessment_of_time_of_hatching_in_forensic_entomology_/21511023
Dataset