Journal of Medical Imaging and Radiation Oncology

Article	Citations
A review of medical image data augmentation techniques for deep learning applications	308
Deep learning for segmentation in radiation therapy planning: a review	40
Using patient‐reported outcomes (PROs) and patient‐reported outcome measures (PROMs) in routine head and neck cancer care: What do health professionals perceive as barriers and facilitators?	27
Deep learning applied to automatic disease detection using chest X‐rays	25
Deep learning in magnetic resonance image reconstruction	22
Chest computed tomography findings among adult Indigenous Australians in the Northern Territory of Australia	20
Evaluation of deep learning‐based artificial intelligence techniques for breast cancer detection on mammograms: Results from a retrospective study using a BreastScreen Victoria dataset	20
Pretreatment CT and 18F‐FDG PET‐based radiomic model predicting pathological complete response and loco‐regional control following neoadjuvant chemoradiation in oesophageal cancer	20
A survey of anxiety and burnout in the radiology workforce of a tertiary hospital during the COVID‐19 pandemic	18
CT‐based radiomic features to predict pathological response in rectal cancer: A retrospective cohort study	18
Where have our patients gone? The impact of COVID‐19 on stroke imaging and intervention at an Australian stroke center	18
Adapting to a global pandemic through live virtual delivery of a cancer collaborative trial group conference: The TROG 2020 experience	16
MRI sliding sign: Using MRI to assess rectouterine mobility in pelvic endometriosis	15
Artificial intelligence in clinical decision support and outcome prediction – applications in stroke	14
Ethics and standards in the use of artificial intelligence in medicine on behalf of the Royal Australian and New Zealand College of Radiologists	14
Particle therapy tumour outcomes: An updated systematic review	14
Iodinated contrast media shortage: Insights and guidance from two major public hospitals	13
18F‐FDG PET/CT features of immune‐related adverse events and pitfalls following immunotherapy	12
Early experience with MR‐guided adaptive radiotherapy using a 1.5 T MR‐Linac: First 6 months of operation using adapt to shape workflow	12
Automated pneumothorax triaging in chest X‐rays in the New Zealand population using deep‐learning algorithms	12
Prostate penile metastasis: Incidence and imaging pattern on 68Ga‐PSMA PET/CT	12
Spiders and mushrooms: Reporting bowel endometriosis shape on preoperative MRI to flag surgical complexity	12
Quality management in radiotherapy treatment delivery	12
Particle therapy toxicity outcomes: A systematic review	12
Neoadjuvant radiotherapy for locally advanced and high‐risk breast cancer	11

Chest radiographs and machine learning – Past, present and future	11
Chest computed tomography (CT) features in children with reverse transcription‐polymerase chain reaction (RT‐PCR)‐confirmed COVID‐19: A systematic review	11
Stereotactic ablative radiotherapy for hepatocellular carcinoma: A systematic review and meta‐analysis of local control, survival and toxicity outcomes	11
Implementation of the Australian Computer‐Assisted Theragnostics (AusCAT) network for radiation oncology data extraction, reporting and distributed learning	11
Hypofractionated radiotherapy in patients with non‐melanoma skin cancer in the post COVID‐19 era: Time to reconsider its role for most patients	11
Long‐term outcome following microwave ablation of early‐stage non‐small cell lung cancer	10
Immunotherapy and Transarterial therapy of HCC: What the interventional radiologist needs to know about the changing landscape of HCC treatment?	10
Quality indicators for radiation oncology	10
Role of radiomics in predicting immunotherapy response	10
Prognostic tools for survival prediction in advanced cancer patients: A systematic review	9
Bone single‐photon emission computed tomography‐CT peak standardized uptake value for chronic osteomyelitis, osteoradionecrosis and medication‐related osteonecrosis of the jaw	9
Predictors of patient preference for either whole body magnetic resonance imaging (WB‐MRI) or CT/ PET‐CT for staging colorectal or lung cancer	9
The impact of the COVID‐19 pandemic on diagnostic imaging services in Australia	9
Smoking cessation in head and neck cancer patients: Factors influencing successes and failures	9
The global epidemic of thyroid cancer overdiagnosis illustrated using 18 months of consecutive nodule biopsy correlating clinical priority, ACR‐TIRADS and Bethesda scoring	9
Clinical evidence for synergy between immunotherapy and radiotherapy (SITAR)	9
30‐day mortality following palliative radiotherapy	9
Review of the accuracy of multi‐parametric MRI prostate in detecting prostate cancer within a local reporting service	8
Lipiodol hysterosalpingogram: A modified HSG technique to minimize risks associated with lipiodol use	8
Plan quality in radiotherapy treatment planning – Review of the factors and challenges	8
Extravalidation and reproducibility results of a commercial deep learning‐based automatic detection algorithm for pulmonary nodules on chest radiographs at tertiary hospital	8
Current state of prostate‐specific membrane antigen PET/CT imaging–targeted biopsy techniques for detection of clinically significant prostate cancer	8
Infrapatellar branch of the saphenous nerve: A review	8
Lu177‐PSMA therapy for men with advanced prostate cancer: 18 months survival analysis in a single Australian tertiary institution	8
Contrast‐enhanced ultrasound after successful cryoablation of benign and malignant renal tumours: how long does tumour enhancement persist?	7
Investigation and diagnostic imaging of suspected pulmonary embolism during pregnancy and the puerperium: A review of the literature	7
Survey of brachytherapy training experience among radiation oncology trainees and fellows in the Royal Australian and New Zealand College of Radiologists (RANZCR)	7
Quality and access – Early experience of implementing a virtual stereotactic chart round across a national network	7
Non‐radiologist perception of the use of artificial intelligence (AI) in diagnostic medical imaging reports	7
Error and cognitive bias in diagnostic radiology	7
Victoria (Australia) radiotherapy response to working through the first and second wave of COVID‐19: Strategies and staffing	7
Establishing a palliative Advanced Practice Radiation Therapist role: A viable alternative to a Rapid Access Palliative Radiation Therapy clinic in Australia	7
The impact of antibiotic pre‐treatment on diagnostic yield of CT‐guided biopsy for spondylodiscitis: A multi‐centre retrospective study and meta‐analysis	7
Prognostic impact of immune inflammation biomarkers in predicting survival and radiosensitivity in patients with non‐small‐cell lung cancer treated with chemoradiotherapy	7
Dosimetric and clinical outcomes of SpaceOAR in men undergoing external beam radiation therapy for localized prostate cancer: A systematic review	7
Artificial intelligence in medical imaging and radiation oncology: Opportunities and challenges	7
Stereotactic body radiotherapy in the management of hepatocellular carcinoma: An Australian multi‐institutional patterns of practice review	7
Machine learning imaging applications in the differentiation of true tumour progression from treatment‐related effects in brain tumours: A systematic review and meta‐analysis	7
A review of artificial intelligence applications for motion tracking in radiotherapy	6
The technique and accuracy of breast specimen ultrasound in achieving clear margins in breast conserving surgery	6
Characteristics of patients with temporomandibular joint osteoarthrosis on magnetic resonance imaging	6
MR enterography – Impact on image quality between single‐ versus split‐dose Buscopan	6
Imaging response assessment following stereotactic body radiotherapy for solid tumour metastases of the spine: Current challenges and future directions	6
Combination of MRI prostate and 18F‐DCFPyl PSMA PET/CT detects all clinically significant prostate cancers in treatment‐naive patients: An international multicentre re	6
Surgical and radiotherapy patterns of care in the management of breast cancer in NSW and ACT Australia	6
Tumour–capsule interface measured on 18F‐DCFPyL PSMA positron emission tomography/CT imaging comparable to multi‐parametric MRI in predicting extra‐prostatic extension of prostate cancer at initial st	6
Choosing Wisely in radiation therapy for breast cancer: Time lag in adoption of hypofractionated radiation therapy in Victoria	6
‘Virtual experience’ as an intervention before a positron emission tomography/CT scan may ease patients’ anxiety and improve image quality	5
Prognostic significance of albumin–bilirubin score in patients with unresectable hepatocellular carcinoma undergoing combined immunotherapy and radiotherapy	5
Mechanical thrombectomy is efficacious in patients with pre‐stroke moderate disability	5

Ten‐year incidence and treatment outcomes of closed degloving injuries (Morel‐Lavallee lesions) in a level 1 trauma centre	5
Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry‐free radiation therapy	5
Ultrasound‐assisted foreign body extraction (U‐SAFE): Review of technique and technical pearls	5
Lung ultrasound in neonates – An underused tool	5
Impact of iodinated contrast media conserving interventions and lessons for the future	5
Development of a risk prediction model of pneumothorax in percutaneous computed tomography guided transthoracic needle lung biopsy	5
How accurately can multiparametric magnetic resonance imaging measure the tumour volume of a prostate cancer? Results of a systematic review	5
Early 18F‐FDG PET/CT in COVID‐19	5
Immune status and the efficacy of radiotherapy on overall survival for patients with localized Merkel cell carcinoma: An analysis of the National Cancer Database	5
Retrospective single‐centre experience on the effect of the DAWN trial on the utilisation pattern, diagnostic yield and accuracy of CT perfusions performed for suspected acute stroke	5
A tale of two twists: mesentero‐axial and organo‐axial sigmoid volvulus	5
Appendiceal tumours – A correlation of CT features and histopathological diagnosis	5
Occupational radiation exposure to the lens of the eye in interventional radiology	5
Stereotactic radiosurgery for melanoma brain metastases: Concurrent immune checkpoint inhibitor therapy associated with superior clinicoradiological response outcomes	5
Modified Brixia chest X‐ray severity scoring system and correlation with intubation, non‐invasive ventilation and death in a hospitalised COVID‐19 cohort	5
Equity should know no borders: The role of Australasian radiation oncologists in supporting radiation oncology services in low‐ and middle‐income countries in the Asia‐Pacific	4
Implementing online position monitoring for prostate radiotherapy using an in‐house position monitoring system: User experience and impact on workforce	4
Adult mesentero‐axial gastric volvulus: Case report	4
Social media in interventional radiology	4
Medical imaging education opportunities for junior doctors and non‐radiologist clinicians: A review	4
CT imaging features of skeletal muscle metastasis: A rare tumour group with different patterns	4
Correlation between 18F‐FDG PET/CT semiquantitative parameters and Ki‐67 expression in pulmonary mucosa‐associated lymphoid tissue lymphoma	4
Comparative proton versus photon treatment planning for the Medicare Medical Treatment Overseas Program: The Royal Adelaide Hospital experience	4
Image‐guided spinal injection for pain management	4
Impact of DNA damage response defects in cancer cells on response to immunotherapy and radiotherapy	4
Long‐term outcomes of patients with conserved breast cancer treated with adjuvant hypofractionated prone breast intensity‐modulated radiation therapy	4
Os intermetatarseum: An analysis of morphology and case reports of fracture	4
Evaluation of the anterior inferior tibiofibular and anterior talofibular ligaments using 2D oblique coronal imaging and 3D isotropic resolution T2‐weighted fast spin‐echo sequences at 3.0 T: Is there	4
National diagnostic reference levels: What they are, why we need them and what’s next	4
Elimination of oral contrast leads to faster scans in the workup of abdominal pain in the emergency setting without compromising diagnostic accuracy	4
An up‐to‐date review of cardiac pacemakers and implantable cardioverter defibrillators	4
Quality of radiology training and role of Royal Australian and New Zealand College of Radiology in supporting radiology trainees in NSW: Results of the first radiology trainee survey	4
A role of PSMA PET/CT in multimodality imaging approach in adenoid cystic carcinoma	4
Gelfoam slurry tract occlusion after computed tomography‐guided percutaneous lung biopsy: Does it prevent major pneumothorax?	4
Accuracy of the Vesical Imaging–Reporting and Data System (VIRADS) for pre‐treatment staging of bladder cancer in an Australian cohort	4
Evaluating delays in patients treated with post‐operative radiation therapy for head and neck squamous cell carcinoma	4
The ‘Sic Vos non Vobis’ of Interventional Radiology – Rebranding and modernising the Interventional Specialities of Radiology in Australia and New Zealand	4
Modification of MRI pattern of high‐grade glioma pseudoprogression in regorafenib therapy	4
	4
Sinonasal carcinomas – A single‐centre experience at Prince of Wales Hospital, Sydney, Australia, from 1994 to 2016	4
Using Computed Tomography skeletal surveys to evaluate for occult bony injury in suspected non‐accidental injury cases – A preliminary experience	4
Quality use of artificial intelligence in medical imaging: What do radiologists need to know?	4
Assessment of short‐term response and review of technique of ultrasound‐guided percutaneous A1 pulley release for the treatment of trigger finger	4
Single‐fraction stereotactic ablative body radiotherapy for sternal metastases in oligometastatic breast cancer: Technique and single institution experience	4
Adverse respiratory outcomes following conventional long‐course radiotherapy for non‐small‐cell lung cancer in patients with pre‐existing pulmonary fibrosis: A comparative retrospective study	4
Outcomes of transjugular intrahepatic portosystemic shunt procedures: a 10‐year experience	4
Reliability of the BCCT.core software in evaluation of breast cosmesis – A systematic review	4
Diagnostic imaging for suspected pulmonary embolism during pregnancy and postpartum: A comparative radiation dose study	4
Patterns of primary staging for newly diagnosed prostate cancer in the era of prostate specific membrane antigen positron emission tomography: A population‐based analysis	4
Wide‐field radiation therapy for skin cancerisation – Have we forgotten what we learned?	4
Patterns of the use of advanced radiation therapy techniques for the management of bone metastases and the associated factors in Victoria	4
Immunotherapy in advanced Merkel cell carcinoma: Sydney west cancer network experience	4
What is the accuracy of transvaginal ultrasound for endometriosis mapping prior to surgery when performed by a sonographer within an outpatient women's imaging centre?	4
Extracorporeal membrane oxygenation (ECMO): Radiographic appearances, complications and imaging artefacts for radiologists	3
An atypically located pleomorphic adenoma: Radiological and pathological correlation	3
Implementation of 3D conformal radiotherapy technology at the National Cancer Centre Mongolia: A successful Asia‐Pacific collaborative initiative	3
Artificial intelligence and imaging biomarkers for prostate radiation therapy during and after treatment	3
Optimising CT‐chest protocols and the added value of venous‐phase contrast timing; Observational case‐control	3
Hepatic volume changes post‐selective internal radiation therapy with 90Y microspheres	3
Radiological perspective of COVID‐19 pneumonia: The early features and progressive behaviour on high‐resolution CT	3
Ultrasound‐guided portal vein puncture during Transjugular Intrahepatic Portosystemic Shunt: Technique and experience of a quaternary liver transplant hospital	3
Minimum data elements for the Australian Particle Therapy Clinical Quality Registry	3
It’s not about the errors, it’s about the learning: How the Royal College of Radiologists has developed a Radiology Events and Learning process in the United Kingdom	3
Prenatal cranial MR findings in fetuses with suspected CMV infection: Correlation with postnatal outcome and differential diagnostic considerations	3
Cost–utility analysis of adjuvant chemotherapy after concurrent chemoradiation in patients with locally advanced cervical cancer	3
Incidence of hippocampal metastases in non‐small‐cell lung cancer	3
Radiology in the era of value‐based healthcare: A multi‐society expert statement from the ACR, CAR, ESR, IS3R, RANZCR and RSNA	3
Maximum standardized uptake value of normal structures in the head and neck with bone SPECT/CT	3
Using national data to model the New Zealand radiation oncology workforce	3
Alternative volumetric PET parameters for evaluation of breast cancer cases with 18F‐FDG PET/CT imaging: Metabolic tumour volume and total lesion glycolysis	3
Prophylactic cranial irradiation confers favourable prognosis for patients with limited‐stage small cell lung cancer in the era of MRI: A propensity score‐matched analysis	3
Diagnostic value of 68Ga‐DOTATATE PET‐CT imaging for staging of ER+/PR+ HER2‐ breast cancer patients with metastatic disease: Comparison with conventional imaging with	3
Acromioclavicular joint injuries: Imaging and management	3
Improving the synergistic combination of programmed death‐1/programmed death ligand‐1 blockade and radiotherapy by targeting the hypoxic tumour microenvironment	3
FROGG patterns of practice survey and consensus recommendations on radiation therapy for MIBC	3
Risk factors associated with complex inferior vena cava filter retrievals and complications: A 7‐year retrieval database analysis and the impact on retrieval rates at an Australian tertiary centre	3
MR imaging features of multiple biliary hamartomas (Von Meyenburg Complex): A pictorial review and differential diagnosis	3
Trends in gender of first and senior authors of articles published in JMIRO	3
Assessment of the iliocapsularis muscle on magnetic resonance imaging	3
Role of the IAEA in education and training of radiotherapy professionals in Asia Pacific	3

Medicolegal considerations of radiology report writing in the new paradigm of artificial intelligence	3
Proton‐to‐photon comparative treatment planning guidelines for the Australian context	3
The role of tumour biomarkers in choosing the appropriate positron emission tomography imaging in follow‐up of medullary thyroid cancer	3
Unwarranted variation in radiation therapy fractionation	3
Assessment of renal vascular anatomy on multi‐detector computed tomography in living renal donors	3
Excellent suppression of physiological myocardial FDG activity in patients with cardiac sarcoidosis	3
Imaging of temporomandibular disorder and its mimics	3
Effective doses and associated age‐related risks for common paediatric diagnostic nuclear medicine and PET procedures at a large Australian paediatric hospital	3
Quality improvement in paediatric radiation oncology through peer review	3
Patterns of disease progression to checkpoint inhibitor immunotherapy in patients with stage IV non‐small cell lung cancer	3