Alexis Allot
Orcid: 0000-0002-2706-9054
According to our database1,
Alexis Allot
authored at least 28 papers
between 2013 and 2024.
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Bibliography
2024
Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning.
CoRR, 2024
CoRR, 2024
2023
Comprehensively identifying Long Covid articles with human-in-the-loop machine learning.
Patterns, January, 2023
Nucleic Acids Res., January, 2023
2022
LitMC-BERT: Transformer-Based Multi-Label Classification of Biomedical Literature With An Application on COVID-19 Literature Curation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Comprehensive identification of Long Covid articles with human-in-the-loop machine learning.
CoRR, 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
CoRR, 2022
Bioinform., 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
Database J. Biol. Databases Curation, 2022
Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows.
Proceedings of the AMIA 2022, 2022
2021
LitSuggest: a web-based system for literature recommendation and curation using machine learning.
Nucleic Acids Res., 2021
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.
J. Am. Medical Informatics Assoc., 2021
Long Covid: A Comprehensive Collection of Articles Regarding Long-Haul Symptoms in COVID-19 Survivors.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
AM2BERT: attention guided and regularized transformer-based multi-label classification model for COVID-19 literature curation.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
npj Digit. Medicine, 2020
Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration.
CoRR, 2020
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP).
CoRR, 2020
Navigating the landscape of COVID-19 research through literature analysis: A bird's eye view.
CoRR, 2020
2019
Nucleic Acids Res., 2019
Nucleic Acids Res., 2019
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019
2018
Nucleic Acids Res., 2018
Nucleic Acids Res., 2018
2015
MyGeneFriends : vers un nouveau rapport entre chercheurs et mégadonnées. (MyGeneFriends : towards a new relationship between researchers and big data).
PhD thesis, 2015
2013