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Jason Dowling

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Principal Research Scientist and Team Leader

Commonwealth Scientific and Industrial Research Organisation

Australia

Research Interests

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Recent Grants

Grant: Open

ARC Research Hub for Advanced Manufacture of Targeted Radiopharmaceuticals

Open Date: 2022-01-01

Close Date: 2026-12-31

Grant: Close

Ataxia-telangiectasia: treating mitochondrial dysfunction with a novel form of anaplerosis

Open Date: 2020-06-01

Close Date: 2023-05-31

Grant: Close

Biofocussed prostate cancer RadioTherapy (BiRT): A personalised approach to delivering the right dose to the right place

Open Date: 2017-01-01

Close Date: 2021-01-01

Grant: Close

Reducing the greatest uncertainty in radiotherapy.

Open Date: 2016-01-01

Close Date: 2018-01-01

Grant: Close

Radiotherapy treatment for prostate cancer - a change in practice based on direct evidence for targeting and toxicity effects using real outcomes data

Open Date: 2015-01-01

Close Date: 2018-01-01

Articles (20)

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Collaborators (19)

Jake Kendrick

Lecturer - Medical Applications of Artificial Intelligence

University of Western Australia

AUSTRALIA

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Khalid Mohammed A Moafa

Lecturer

jazan university

SAUDI ARABIA

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Manil Chouhan

Senior Clinical Lecturer

University of Queensland

AUSTRALIA

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Ghulam Mubashar Hassan

University of Western Australia

AUSTRALIA

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Pejman Rowshanfarzad

University of Western Australia

AUSTRALIA

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Mohamed Estai

Research associate

University of Western Australia

AUSTRALIA

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Tomas Kron

University of Wollongong

AUSTRALIA

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Syed Qasim Abbas

Sessional Lecturer

MONASH UNIVERSITY

AUSTRALIA

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Jean-Claude Nunes

FRANCE

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Paul M. Parizel

University of Western Australia

AUSTRALIA

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Michael Hofman

Peter MacCallum Cancer Institute

AUSTRALIA

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Martin Ebert

University of Western Australia

AUSTRALIA

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Christopher Edwards

Queensland University of Technology

AUSTRALIA

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Alex Tan

AUSTRALIA

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Annette Haworth

Director, Institute of Medical Physics

University of Sydney

AUSTRALIA

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Davide Fontanarosa

Queensland University of Technology

AUSTRALIA

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Renato Cuocolo

Associate Professor

University of Salerno

ITALY

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Hwan-Jin Yoon

Commonwealth Scientific and Industrial Research Organisation

AUSTRALIA

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Matthew Field

University of New South Wales

AUSTRALIA

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Jason Dowling

Research Interests

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Recent Grants

Articles (20)

Artificial intelligence prognostication of liver disease using imaging

The long and winding road of radiomics: learnings from two meta-analyses of the radiomics quality score

CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generation

Review of Techniques and Technologies for Mosaicking Ultrasound Volumes

Implementation of an automated contour quality assurance tool within the TROG 18.01 NINJA trial

Gated Backbone Fusion with Transformer Encoder for Diabetic Foot Osteomyelitis Screening and Localization in Radiographs

The Impact of Bladder and Rectal Dynamics on Prostate and Seminal Vesicles Intrafraction Motion and Deformation: Implications for Radiotherapy

Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis

Evaluating the impact of the Radiomics Quality Score

Video-Based CSwin Transformer Using Selective Filtering Technique for Interstitial Syndrome Detection

How much data do you need? An analysis of pelvic multi-organ segmentation in a limited data context

Prostate cancer radiation therapy shape variation analysis

Correction: Evaluating the impact of the radiomics quality score: Evaluating the impact of the radiomics quality score: a systematic review and meta-analysis

Ataxia-Telangiectasia: Treating Mitochondrial Dysfunction with a novel form of Anaplerosis (A-TC7)

Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets

3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

Deep learning versus human assessors: forensic sex estimation from three-dimensional computed tomography scans

A Pilot Study of PSMA PET/CT and MRI Fusion for Prostate Cancer: Software to Replace PET/MRI Hardware

Automatic segmentation of tumour and organs at risk in 3D MRI for cervical cancer radiation therapy with anatomical variations

Evaluating the relationship between contouring variability and modelled treatment outcome for prostate bed radiotherapy

Collaborators (19)

Jake Kendrick

Khalid Mohammed A Moafa

Manil Chouhan

Ghulam Mubashar Hassan

Pejman Rowshanfarzad

Mohamed Estai

Tomas Kron

Syed Qasim Abbas

Jean-Claude Nunes

Paul M. Parizel

Michael Hofman

Martin Ebert

Christopher Edwards

Alex Tan

Annette Haworth

Davide Fontanarosa

Renato Cuocolo

Hwan-Jin Yoon

Matthew Field

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