cv
Basics
| Name | Camillo Maria Caruso |
| Label | Machine Learning Researcher |
| camillomcaruso@gmail.com | |
| Orcid | 0000-0002-7320-4173 |
| Scopus | 57963063200 |
| Summary | ML Researcher with a Ph.D. in AI, specializing in multimodal deep learning and transformer architectures for healthcare. Builds end-to-end pipelines from research prototyping to reproducible, open-source releases. |
Work
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2024.11 - Present ML Researcher
University Campus Bio-Medico of Rome
Design, train and deploy multimodal and generative AI models for diagnosis, prognosis and treatment support. Develop and maintain open-source PyTorch codebases (NAIM, MARIA, Text2CT).
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2021.06 - 2021.10 Graduate Research Associate, Unit of Computer Systems & Bioinformatics (CoSBi)
University Campus Bio-Medico of Rome
Supported research projects on machine-learning pipelines for health-care applications.
Education
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2021.11 - 2025.12 Rome, Italy
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2018.10 - 2021.05 Rome, Italy
Master’s Degree
University Campus Bio-Medico of Rome
Biomedical Engineering (E-Health Systems)
- Machine Learning & Big Data Analysis
- IoT System Design
- Telematic Applications
- Industrial Informatics
- Image Processing
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2014.09 - 2018.05 Rome, Italy
Bachelor’s Degree
University Campus Bio-Medico of Rome
Industrial Engineering
- Modular Programming
- Signal Processing
- Fundamentals of Informatics
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2009.09 - 2014.06 Florence, Italy
Certificates
| Licence to practice as an Industrial Engineer | ||
| Order of Engineers – Italy | 2021-06-30 |
Publications
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2026.01.02 -
2025.07.22 MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data
Computers in Biology and Medicine
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2025.03.12 A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications
Image and Vision Computing
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2024.06.24 A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values
Computer Methods and Programs in Biomedicine
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2023.10.17 -
2022.10.30
Skills
| Languages | |
| Python | |
| C++ | |
| MATLAB |
| ML / DL Frameworks | |
| PyTorch | |
| HuggingFace Transformers | |
| Scikit-learn |
| Data & Analysis | |
| Pandas | |
| NumPy | |
| Matplotlib | |
| LaTeX |
| DevOps & Tools | |
| Docker | |
| Git | |
| Linux |
| Domains | |
| Multimodal Fusion | |
| Medical Imaging | |
| Missing Data Imputation | |
| Survival Analysis |
Languages
| Italian | |
| Native speaker |
| English | |
| C1 (listening/reading), B2 (speaking/writing) |
Interests
| Boy Scouts | |
| Team leadership | |
| Procurement management for camps |