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USD 60 /hr
Hire Dr. Eleonora F.
Italy
USD 60 /hr
Freelance Data Scientist & Scientific Writer | Expert in Python & Science Communication
Profile Summary
Subject Matter Expertise
Services
Writing
Technical Writing,
General Proofreading & Editing
Research
Scientific and Technical Research,
Systematic Literature Review
Consulting
Healthcare Consulting,
Scientific and Technical Consulting
Data & AI
Predictive Modeling,
Statistical Analysis,
Algorithm Design-ML,
Data Visualization,
Data Mining,
Data Cleaning,
Data Processing,
Data Insights
Work Experience
Post-Doc researcher
Università di Camerino
February 2023 - August 2025 
Post-Doc Researcher
University of Turin
February 2022 - February 2023
PhD researcher, Teaching assistant
University of Torino
October 2018 - February 2022
Education
PhD in Complex Systems for Life Sciences
University of Turin
October 2018 - February 2022
Certifications
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Complete Tensorflow 2 and Keras Deep Learning Bootcamp
udemy
https://www.udemy.com/certificate/UC-0fcfd25e-3069-44f9-86e4-45cd08b975bf/March 2021 - Present
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Neural Network Design, Clustering Analysis, Multi-target Prediction, Deep Learning
Winter School WISMAL 2020
January 2020 - Present
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Big Data, Genes, and Medicine
coursera
https://www.coursera.org/account/accomplishments/verify/NF2HEBXUBQEKMay 2018 - Present
Publications
JOURNAL ARTICLE
Rosita Rabbito, Eleonora Ficiarà, Lorenzo Priano, Matteo Bigoni, Caterina Guiot, Silvestro Roatta (2025). From Qualitative to Quantitative Functional Assessment in Stroke Rehabilitation with a Focus on Ultrasound Role . Biomedicines.
Rosita Rabbito, Eleonora Ficiarà, Lorenzo Priano, Matteo Bigoni, Caterina Guiot, Silvestro Roatta (2025). From Qualitative to Quantitative Functional Assessment in Stroke Rehabilitation with a Focus on Ultrasound Role . Biomedicines.
Eleonora Ficiarà, Ilaria Stura, Caterina Guiot, Ezio Venturino (2023). A mathematical model on Aβ blood–brain transport: Simulations of plaques’ formation in Alzheimer’s disease . Medical Hypotheses.
Eleonora Ficiarà, Ilaria Stura, Caterina Guiot (2022). Iron Transport across Brain Barriers: Model and Numerical Parameter Estimation . Mathematics.
Zunaira Munir, Giuliana Banche, Lorenza Cavallo, Narcisa Mandras, Janira Roana, Raffaele Pertusio, Eleonora Ficiarà, Roberta Cavalli, Caterina Guiot(2022). Exploitation of the Antibacterial Properties of Photoactivated Curcumin as ‘Green’ Tool for Food Preservation . International Journal of Molecular Sciences. 23. (5). p. 2600. {MDPI} {AG}
Zunaira Munir, Giuliana Banche, Lorenza Cavallo, Narcisa Mandras, Janira Roana, Raffaele Pertusio, Eleonora Ficiarà, Roberta Cavalli, Caterina Guiot (2022). Exploitation of the Antibacterial Properties of Photoactivated Curcumin as ‘Green’ Tool for Food Preservation . International Journal of Molecular Sciences.
Munir, Z., Banche, G., Cavallo, L., Mandras, N., Roana, J., Pertusio, R., Ficiarà, E., Cavalli, R., Guiot, C.(2022). Exploitation of the Antibacterial Properties of Photoactivated Curcumin as ‘Green’ Tool for Food Preservation . International Journal of Molecular Sciences. 23. (5).
Shoeb Anwar Ansari, Eleonora Ficiarà, Federico D’Agata, Roberta Cavalli, Lucia Nasi, Francesca Casoli, Franca Albertini, Caterina Guiot(2021). Step-by-Step Design of New Theranostic Nanoformulations: Multifunctional Nanovectors for Radio-Chemo-Hyperthermic Therapy under Physical Targeting . Molecules. 26. (15). p. 4591. {MDPI} {AG}
Shoeb Anwar Ansari, Eleonora Ficiarà, Federico D’Agata, Roberta Cavalli, Lucia Nasi, Francesca Casoli, Franca Albertini, Caterina Guiot (2021). Step-by-Step Design of New Theranostic Nanoformulations: Multifunctional Nanovectors for Radio-Chemo-Hyperthermic Therapy under Physical Targeting . Molecules.
Eleonora Ficiarà, Zunaira Munir, Silvia Boschi, Maria Eugenia Caligiuri, Caterina Guiot (2021). Alteration of Iron Concentration in Alzheimer’s Disease as a Possible Diagnostic Biomarker Unveiling Ferroptosis . International Journal of Molecular Sciences.
Eleonora Ficiarà, Zunaira Munir, Silvia Boschi, Maria Eugenia Caligiuri, Caterina Guiot (2021). Alteration of Iron Concentration in Alzheimer’s Disease as a Possible Diagnostic Biomarker Unveiling Ferroptosis . International Journal of Molecular Sciences.
et al., Manuela Robella, Michele De Simone, Paola Berchialla, Monica Argenziano, Alice Borsano, Shoeb Ansari, Ornella Abollino, Eleonora Ficiarà, Armando Cinquegrana, Roberta Cavalli (2021). A Phase I Dose Escalation Study of Oxaliplatin, Cisplatin and Doxorubicin Applied as PIPAC in Patients with Peritoneal Carcinomatosis . Cancers.
Manuela Robella, Michele De Simone, Paola Berchialla, Monica Argenziano, Alice Borsano, Shoeb Ansari, Ornella Abollino, Eleonora Ficiarà, Armando Cinquegrana, Roberta Cavalli, et al. (2021). A Phase I Dose Escalation Study of Oxaliplatin, Cisplatin and Doxorubicin Applied as PIPAC in Patients with Peritoneal Carcinomatosis . Cancers.
Ficiarà, E., Boschi, S., Ansari, S., D'Agata, F., Abollino, O., Caroppo, P., Di Fede, G., Indaco, A., Rainero, I., Guiot, C.(2021). Machine Learning Profiling of Alzheimer's Disease Patients Based on Current Cerebrospinal Fluid Markers and Iron Content in Biofluids . Frontiers in Aging Neuroscience. 13.
Ficiarà, E., Ansari, S., D'Agata, F., Argenziano, M., Cavalli, R., Guiot, C.(2021). Potential therapeutic use of magnetic nanocarriers in brain tumors . Nuovo Cimento della Societa Italiana di Fisica C. 44. (4-5).
Robella, M., De Simone, M., Berchialla, P., Argenziano, M., Borsano, A., Ansari, S., Abollino, O., Ficiarà, E., Cinquegrana, A., Cavalli, R., et al.(2021). A phase i dose escalation study of oxaliplatin, cisplatin and doxorubicin applied as pipac in patients with peritoneal carcinomatosis . Cancers. 13. (5). p. 1-12.
Ficiarà, E., Munir, Z., Boschi, S., Caligiuri, M.E., Guiot, C.(2021). Alteration of iron concentration in alzheimer’s disease as a possible diagnostic biomarker unveiling ferroptosis . International Journal of Molecular Sciences. 22. (9).
Ansari, S.A., Ficiarà, E., D’Agata, F., Cavalli, R., Nasi, L., Casoli, F., Albertini, F., Guiot, C.(2021). Step-by-step design of new theranostic nanoformulations: Multifunctional nanovectors for radio-chemo-hyperthermic therapy under physical targeting . Molecules. 26. (15).
Eleonora Ficiarà, Shoeb Anwar Ansari, Monica Argenziano, Luigi Cangemi, Chiara Monge, Roberta Cavalli, Federico D’Agata(2020). Beyond Oncological Hyperthermia: Physically Drivable Magnetic Nanobubbles as Novel Multipurpose Theranostic Carriers in the Central Nervous System . Molecules. 25. (9). p. 2104. {MDPI} {AG}
Eleonora Ficiarà, Shoeb Anwar Ansari, Monica Argenziano, Luigi Cangemi, Chiara Monge, Roberta Cavalli, Federico D’Agata (2020). Beyond Oncological Hyperthermia: Physically Drivable Magnetic Nanobubbles as Novel Multipurpose Theranostic Carriers in the Central Nervous System . Molecules.
Ficiarà, E., Ansari, S.A., Argenziano, M., Cangemi, L., Monge, C., Cavalli, R., D'Agata, F.(2020). Beyond oncological hyperthermia: Physically drivable magnetic nanobubbles as novelmultipurpose theranostic carriers in the central nervous system . Molecules. 25. (9).
Ansari SAMK, Ficiarà E, Ruffinatti FA, Stura I, Argenziano M, Abollino O, Cavalli R, Guiot C, D'Agata F(2019). Magnetic Iron Oxide Nanoparticles: Synthesis, Characterization and Functionalization for Biomedical Applications in the Central Nervous System . Materials (Basel, Switzerland).
Ansari, S.A.M.K., Ficiarà, E., Ruffinatti, F.A., Stura, I., Argenziano, M., Abollino, O., Cavalli, R., Guiot, C., D'Agata, F.(2019). Magnetic iron oxide nanoparticles: Synthesis, characterization and functionalization for biomedical applications in the Central Nervous System . Materials. 12. (3).
CONFERENCE PAPER
Ficiara, E., D'Agata, F., Cattaldo, S., Priano, L., Mauro, A., Guiot, C.(2021). A Compartmental Model for the Iron Trafficking Across the Blood-Brain Barriers in Neurodegenerative Diseases . Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 4200-4203.
Ficiara, E., Crespi, V., Gadewar, S.P., Thomopoulos, S.I., Boyd, J., Thompson, P.M., Jahanshad, N., Pizzagalli, F.(2021). Predicting progression from mild cognitive impairment to alzheimer's disease using mri-based cortical features and a two-state markov model . Proceedings - International Symposium on Biomedical Imaging. 2021-April. p. 1145-1149.
E. Ficiara and F. D{\textquotesingle}Agata and S. Ansari and S. Boschi and I. Rainero and L. Priano and S. Cattaldo and O. Abollino and R. Cavalli and C. Guiot(2020). A mathematical model for the evaluation of iron transport across the blood-cerebrospinal fluid barrier in neurodegenerative diseases . 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). {IEEE}
Ficiara, E., D'Agata, F., Ansari, S., Boschi, S., Rainero, I., Priano, L., Cattaldo, S., Abollino, O., Cavalli, R., Guiot, C.(2020). A mathematical model for the evaluation of iron transport across the blood-cerebrospinal fluid barrier in neurodegenerative diseases . Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2020-July. p. 2270-2273.
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