Francesco Casadei

Employment

• IRCCS Istituto delle Scienze Neurologiche di Bologna Health Researcher
  2023 - 2028

Education

• Universidad Politécnica de Madrid PhD Internship
  2025 - 2025
• University of Bologna PhD in Health and Technology
  2021 - Present
• University of Bologna MSc Physics
  2019 - 2021
• University of Bologna Laurea in Fisica
  2016 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• Leveraging biased FedSDS as a federated learning strategy for research on non-IID multi-disorder studies
  Scientific Reports 2026 DOI: 10.1038/s41598-026-76112-9
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• Nanopore sequencing combined with adaptive sampling and NanoExpansion enables accurate characterization of repeat expansion disorders
  NAR Genomics and Bioinformatics 2026 DOI: 10.1093/nargab/lqag117
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• Combining short- and long- read sequencing with machine learning to decipher multiple deletions patterns in mitochondrial disorders
  2026 DOI: 10.1145/3807503.3816805
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• Expanding the landscape of tRNA pathogenic variants in mitochondrial DNA
  Brain Communications 2026 DOI: 10.1093/braincomms/fcag178
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• Experimenting Federated AI Models for Hematological Diseases
  2026 DOI: 10.1007/978-3-032-17216-7_2
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• Quantitative dried blood spot microsampling for therapeutic drug monitoring of -antiseizure medications by design of experiment and UHPLC-MS/MS
  Talanta 2025 DOI: 10.1016/j.talanta.2025.128018
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• VAE-Surv: A novel approach for genetic-based clustering and prognosis prediction in myelodysplastic syndromes
  Computer Methods and Programs in Biomedicine 2025 DOI: 10.1016/j.cmpb.2025.108605
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• Emerging Signatures of Hematological Malignancies from Gene Expression and Transcription Factor-Gene Regulations
  Daniele Dall’Olio, Federico Magnani, Francesco Casadei +8 more
  International Journal of Molecular Sciences 2024 DOI: 10.3390/ijms252413588
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• Survival Model Optimization via Federated Learning: A Study Combining Simulations and Experiments
  2024 IEEE International Conference on Big Data (BigData) 2024 DOI: 10.1109/bigdata62323.2024.10825368
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• An Artificial Intelligence-Based Federated Learning Platform to Boost Precision Medicine in Rare Hematological Diseases: An Initiative By GenoMed4all and Synthema Consortia
  Blood 2024 DOI: 10.1182/blood-2024-205541
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• Nanopore long read DNA sequencing allows for higher accuracy in brain cancer analysis
  XXII International Conference on Mechanics in Medicine and Biology 2022
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