Research output per year
Research output per year
Personal profile
Biography
Currently employed as a Research Associate within the newly formed ACQI group at The University of Western Australia working with AIQ Solutions a medical imaging analytics company based in Madison, Wisconsin, U.S.A. Creating and validating an artificial intelligence models for the diagnosis and treatment assessment of advanced cancer patients.
Previously worked clinically as a Radiation Therapist at the Royal Adelaide Hospital, South Australia whilst completing my PhD in Medical Radiation Science at University of South Australia. After undergoing proton dosimetry planning at St. Jude Children's Research Hospital, Memphis U.S.A in 2019 I work closely with national and international research teams to improve radiobiological modelling to achieve optimal patient outcomes.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research expertise keywords
- Radiation Therapy
- Dosimetric planning
- Long term side effects
- Selection Criteria
- Radiobiological Modelling
- Complex image analysis
- Tumour Control Probability
- Normal Tissue Complication Probability
- Oncology
- Theranostics
- PET/CT
- artificial intelligence in medicine
- Machine learning modelling
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Assessing the Heterogeneity of Response of [68Ga] Ga-PSMA-11 PET/CT Lesions in Patients With Biochemical Recurrence of Prostate Cancer
Dell'Oro, M., Huff, D. T., Lokre, O., Kendrick, J., Govindan, R. M., Ong, J. S. L., Ebert, M. A., Perk, T. G. & Francis, R. J., Oct 2024, In: Clinical Genitourinary Cancer. 22, 5, 102155.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Modelling the influence of radiosensitivity on development of second primary cancer in out-of-field organs following proton therapy for paediatric cranial cancer
Dell'oro, M., Wilson, P., Short, M., Peukert, D. & Bezak, E., Oct 2023, In: British Journal of Radiology. 96, 1150, 20230161.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Opportunities in Cancer Therapies: Deciphering the Role of Cancer Stem Cells in Tumour Repopulation
Marcu, L. G., Dell’Oro, M. & Bezak, E., 2023, In: International Journal of Molecular Sciences. 24, 24, 17258.Research output: Contribution to journal › Review article › peer-review
Open Access2 Citations (Scopus) -
Proton-to-photon comparative treatment planning guidelines for the Australian context
Penfold, S. N., Dell'Oro, M., Gorayski, P., Hwang, E., Le, H., Penfold, M., Sykes, J., Vu, H. & Yeo, A., Apr 2023, In: Journal of Medical Imaging and Radiation Oncology. 67, 3, p. 320-328 9 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Lifetime attributable risk of radiation induced second primary cancer from scattering and scanning proton therapy - A model for out-of-field organs of paediatric patients with cranial cancer
Dell'Oro, M., Short, M., Wilson, P., Peukert, D., Merchant, T., Hua, C.-H. & Bezak, E., 1 Jul 2022, In: Radiotherapy & Oncology. 172, p. 65-75 11 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus)
Projects
- 2 Active
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Clinical Evaluation of Deep Learning for Identification and Prognosis in Metastatic Prostate Cancer
Kendrick, J. (Investigator 01), Ebert, M. (Investigator 02), Hassan, M. (Investigator 03), Barry, N. (Investigator 04), Rowshan Farzad, P. (Investigator 05), Rusanov, B. (Investigator 06), Ong, J. (Investigator 07) & Dell'Oro, M. (Investigator 08)
Department of Health (Western Australia)
1/01/25 → 1/01/27
Project: Research
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Novel AI approaches to direct personalised therapy in metastatic prostate cancer using PSMA PET-CT
Francis, R. (Investigator 01), Ebert, M. (Investigator 02) & Dell'Oro, M. (Investigator 03)
28/08/23 → 30/09/25
Project: Research
Prizes
Activities
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Australian Society of Medical Imaging and Radiation Therapy (External organisation)
Dell'Oro, M. (Member)
2021 → …Activity: Memberships › Membership of committee
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Journal of Medical Radiation Sciences (Journal)
Dell'Oro, M. (Reviewer)
2021 → 2023Activity: Editorial work or peer review of publications › Peer review panel
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Honours Student Co-Supervisor
Dell'Oro, M. (Supervisor)
2020 → 2021Activity: HDR students › External HDR supervision
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Better Healthcare Technology Foundation Contributor
Dell'Oro, M. (Speaker)
2019 → …Activity: Service and engagement › Blog/ Podcast
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Australian Society of Medical Imaging and Radiation Therapy (ASMIRT) Conference 2019
Dell'Oro, M. (Member of programme committee)
Mar 2019Activity: Conferences and workshops › Contribution or participation in a conference