Elena Casiraghi
Orcid: 0000-0003-2024-7572
According to our database1,
Elena Casiraghi
authored at least 72 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
An expectation-maximization framework for comprehensive prediction of isoform-specific functions.
Bioinform., April, 2023
A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative.
J. Biomed. Informatics, March, 2023
npj Digit. Medicine, 2023
Nat. Comput. Sci., 2023
RNA-KG: An ontology-based knowledge graph for representing interactions involving RNA molecules.
CoRR, 2023
Proceedings of the 31st Symposium of Advanced Database Systems, 2023
Proceedings of the Bioinformatics and Biomedical Engineering, 2023
Proceedings of the Bioinformatics and Biomedical Engineering, 2023
Proceedings of the Cooperative Information Systems - 29th International Conference, 2023
Intrinsic-Dimension Analysis for Guiding Dimensionality Reduction in Multi-Omics Data.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
2022
CoRR, 2022
Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski: A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative.
CoRR, 2022
Boosting tissue-specific prediction of active cis-regulatory regions through deep learning and Bayesian optimization techniques.
BMC Bioinform., 2022
Briefings Bioinform., 2022
ParSMURF-NG: A Machine Learning High Performance Computing System for the Analysis of Imbalanced Big Omics Data.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022
2021
WIREs Data Mining Knowl. Discov., 2021
Univers. Access Inf. Soc., 2021
Abdominal Computed Tomography Imaging Findings in Hospitalized COVID-19 Patients: A Year-Long Experience and Associations Revealed by Explainable Artificial Intelligence.
J. Imaging, 2021
J. Electronic Imaging, 2021
Het-node2vec: second order random walk sampling for heterogeneous multigraphs embedding.
CoRR, 2021
A diagnostic visible/near infrared tool for a fully automated olive ripeness evaluation in a view of a simplified optical system.
Comput. Electron. Agric., 2021
HEMDAG: a family of modular and scalable hierarchical ensemble methods to improve Gene Ontology term prediction.
Bioinform., 2021
A Web Tool for the Semantic Integration of Heterogeneous and Complex Spreadsheet Tables.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021
2020
Pattern Recognit. Lett., 2020
Complex Data Imputation by Auto-Encoders and Convolutional Neural Networks - A Case Study on Genome Gap-Filling.
Comput., 2020
Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments.
IEEE Access, 2020
Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
2019
UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction.
BMC Bioinform., 2019
ki67 nuclei detection and ki67-index estimation: a novel automatic approach based on human vision modeling.
BMC Bioinform., 2019
A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications.
IEEE Access, 2019
Proceedings of the End-User Development - 7th International Symposium, 2019
2018
A novel computational method for automatic segmentation, quantification and comparative analysis of immunohistochemically labeled tissue sections.
BMC Bioinform., 2018
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018
2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
2014
DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration.
Pattern Recognit., 2014
2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
2012
Proceedings of the Clustering High-Dimensional Data - First International Workshop, 2012
2011
Proceedings of the Ensembles in Machine Learning Applications, 2011
Proceedings of the Neural Nets WIRN11, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
2010
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010
Artif. Intell. Medicine, 2010
2009
Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009
Artif. Intell. Medicine, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008
Fully Automatic Segmentation of Abdominal Organs from CT Images Using Fast Marching Methods.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
2007
Proceedings of the Applications of Fuzzy Sets Theory, 2007
3D <i>alpha</i> -Expansion and Graph Cut Algorithms for Automatic Liver Segmentation from CT Images.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
2006
A Fully Automated Method for Lung Nodule Detection From Postero-Anterior Chest Radiographs.
IEEE Trans. Medical Imaging, 2006
2005
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Pattern Recognition and Image Analysis, 2005
2004
Proceedings of the Biological and Artificial Intelligence Environments, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003
2002
Proceedings of the Neural Nets, 13th Italian Workshop on Neural Nets, 2002