Journal of Medical Imaging and Radiation Oncology

Article	Citations
A review of medical image data augmentation techniques for deep learning applications	478
Deep learning for segmentation in radiation therapy planning: a review	50
Deep learning in magnetic resonance image reconstruction	31
Deep learning applied to automatic disease detection using chest X‐rays	29
Chest computed tomography findings among adult Indigenous Australians in the Northern Territory of Australia	22
Pretreatment CT and 18F‐FDG PET‐based radiomic model predicting pathological complete response and loco‐regional control following neoadjuvant chemoradiation in oesophageal cancer	22
Evaluation of deep learning‐based artificial intelligence techniques for breast cancer detection on mammograms: Results from a retrospective study using a BreastScreen Victoria dataset	21
Ethics and standards in the use of artificial intelligence in medicine on behalf of the Royal Australian and New Zealand College of Radiologists	20
A survey of anxiety and burnout in the radiology workforce of a tertiary hospital during the COVID‐19 pandemic	19
Iodinated contrast media shortage: Insights and guidance from two major public hospitals	17
Automated pneumothorax triaging in chest X‐rays in the New Zealand population using deep‐learning algorithms	16
18F‐FDG PET/CT features of immune‐related adverse events and pitfalls following immunotherapy	16
Implementation of the Australian Computer‐Assisted Theragnostics (AusCAT) network for radiation oncology data extraction, reporting and distributed learning	16
Artificial intelligence in clinical decision support and outcome prediction – applications in stroke	16
Quality management in radiotherapy treatment delivery	16
Plan quality in radiotherapy treatment planning – Review of the factors and challenges	15
MRI sliding sign: Using MRI to assess rectouterine mobility in pelvic endometriosis	15
Role of radiomics in predicting immunotherapy response	14
Early experience with MR‐guided adaptive radiotherapy using a 1.5 T MR‐Linac: First 6 months of operation using adapt to shape workflow	14
Quality indicators for radiation oncology	13
Neoadjuvant radiotherapy for locally advanced and high‐risk breast cancer	13
Stereotactic ablative radiotherapy for hepatocellular carcinoma: A systematic review and meta‐analysis of local control, survival and toxicity outcomes	13
Infrapatellar branch of the saphenous nerve: A review	12
Spiders and mushrooms: Reporting bowel endometriosis shape on preoperative MRI to flag surgical complexity	12
Prognostic tools for survival prediction in advanced cancer patients: A systematic review	12

Immunotherapy and Transarterial therapy of HCC: What the interventional radiologist needs to know about the changing landscape of HCC treatment?	12
Bone single‐photon emission computed tomography‐CT peak standardized uptake value for chronic osteomyelitis, osteoradionecrosis and medication‐related osteonecrosis of the jaw	12
Chest radiographs and machine learning – Past, present and future	12
The global epidemic of thyroid cancer overdiagnosis illustrated using 18 months of consecutive nodule biopsy correlating clinical priority, ACR‐TIRADS and Bethesda scoring	10
Smoking cessation in head and neck cancer patients: Factors influencing successes and failures	10
Non‐radiologist perception of the use of artificial intelligence (AI) in diagnostic medical imaging reports	10
A review of artificial intelligence applications for motion tracking in radiotherapy	10
Medical imaging education opportunities for junior doctors and non‐radiologist clinicians: A review	9
Current state of prostate‐specific membrane antigen PET/CT imaging–targeted biopsy techniques for detection of clinically significant prostate cancer	9
Prognostic impact of immune inflammation biomarkers in predicting survival and radiosensitivity in patients with non‐small‐cell lung cancer treated with chemoradiotherapy	9
Error and cognitive bias in diagnostic radiology	9
Diagnostic imaging for suspected pulmonary embolism during pregnancy and postpartum: A comparative radiation dose study	9
Lu177‐PSMA therapy for men with advanced prostate cancer: 18 months survival analysis in a single Australian tertiary institution	9
The impact of the COVID‐19 pandemic on diagnostic imaging services in Australia	9
Clinical evidence for synergy between immunotherapy and radiotherapy (SITAR)	9
A tale of two twists: mesentero‐axial and organo‐axial sigmoid volvulus	8
Machine learning imaging applications in the differentiation of true tumour progression from treatment‐related effects in brain tumours: A systematic review and meta‐analysis	8
Dosimetric and clinical outcomes of SpaceOAR in men undergoing external beam radiation therapy for localized prostate cancer: A systematic review	8
	8
Victoria (Australia) radiotherapy response to working through the first and second wave of COVID‐19: Strategies and staffing	8
National diagnostic reference levels: What they are, why we need them and what’s next	8
Lung ultrasound in neonates – An underused tool	7
Artificial intelligence in medical imaging and radiation oncology: Opportunities and challenges	7
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	7
Evaluating delays in patients treated with post‐operative radiation therapy for head and neck squamous cell carcinoma	7
Establishing a palliative Advanced Practice Radiation Therapist role: A viable alternative to a Rapid Access Palliative Radiation Therapy clinic in Australia	7
Trends in gender of first and senior authors of articles published in JMIRO	7
Reliability of the BCCT.core software in evaluation of breast cosmesis – A systematic review	7
Appendiceal tumours – A correlation of CT features and histopathological diagnosis	7
Survey of brachytherapy training experience among radiation oncology trainees and fellows in the Royal Australian and New Zealand College of Radiologists (RANZCR)	7
Stereotactic body radiotherapy in the management of hepatocellular carcinoma: An Australian multi‐institutional patterns of practice review	7
Ten‐year incidence and treatment outcomes of closed degloving injuries (Morel‐Lavallee lesions) in a level 1 trauma centre	7
Contrast‐enhanced ultrasound after successful cryoablation of benign and malignant renal tumours: how long does tumour enhancement persist?	7
Prognostic significance of albumin–bilirubin score in patients with unresectable hepatocellular carcinoma undergoing combined immunotherapy and radiotherapy	7
Occupational radiation exposure to the lens of the eye in interventional radiology	7
Mechanical thrombectomy is efficacious in patients with pre‐stroke moderate disability	7
Impact ofDNAdamage response defects in cancer cells on response to immunotherapy and radiotherapy	7
Combination of MRI prostate and 18F‐DCFPyl PSMA PET/CT detects all clinically significant prostate cancers in treatment‐naive patients: An international multicentre re	7
Assessment of short‐term response and review of technique of ultrasound‐guided percutaneous A1 pulley release for the treatment of trigger finger	6
Gelfoam slurry tract occlusion after computed tomography‐guided percutaneous lung biopsy: Does it prevent major pneumothorax?	6
Using national data to model the New Zealand radiation oncology workforce	6
Choosing Wisely in radiation therapy for breast cancer: Time lag in adoption of hypofractionated radiation therapy in Victoria	6
Ultrasound‐assisted foreign body extraction (U‐SAFE): Review of technique and technical pearls	6
Impact of iodinated contrast media conserving interventions and lessons for the future	6
Development of a risk prediction model of pneumothorax in percutaneous computed tomography guided transthoracic needle lung biopsy	6
Using Computed Tomography skeletal surveys to evaluate for occult bony injury in suspected non‐accidental injury cases – A preliminary experience	6
Surgical and radiotherapy patterns of care in the management of breast cancer in NSW and ACT Australia	6
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	6
Stereotactic radiosurgery for melanoma brain metastases: Concurrent immune checkpoint inhibitor therapy associated with superior clinicoradiological response outcomes	6
Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry‐free radiation therapy	6

Extracorporeal membrane oxygenation (ECMO): Radiographic appearances, complications and imaging artefacts for radiologists	5
Correlation between 18F‐FDG PET/CT semiquantitative parameters and Ki‐67 expression in pulmonary mucosa‐associated lymphoid tissue lymphoma	5
Modification of MRI pattern of high‐grade glioma pseudoprogression in regorafenib therapy	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
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	5
Outcomes of transjugular intrahepatic portosystemic shunt procedures: a 10‐year experience	5
Hepatic steatosis: Ultrasound assessment using attenuation imaging (ATI) with liver biopsy correlation	5
Patterns of the use of advanced radiation therapy techniques for the management of bone metastases and the associated factors in Victoria	5
Irradiation immunity interactions	5
Current applications and future potential of ChatGPT in radiology: A systematic review	5
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?	5
Granulomatosis with polyangiitis: Common and uncommon presentations	5
Immunotherapy in advanced Merkel cell carcinoma: Sydney west cancer network experience	4
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
Maximum standardized uptake value of normal structures in the head and neck with bone SPECT/CT	4
Implementation of 3D conformal radiotherapy technology at the National Cancer Centre Mongolia: A successful Asia‐Pacific collaborative initiative	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
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	4
An up‐to‐date review of cardiac pacemakers and implantable cardioverter defibrillators	4
Implementing online position monitoring for prostate radiotherapy using an in‐house position monitoring system: User experience and impact on workforce	4
Accuracy of the Vesical Imaging–Reporting and Data System (VIRADS) for pre‐treatment staging of bladder cancer in an Australian cohort	4
Image‐guided spinal injection for pain management	4
The ‘Sic Vos non Vobis’ of Interventional Radiology – Rebranding and modernising the Interventional Specialities of Radiology in Australia and New Zealand	4
Ultrasound‐guided portal vein puncture during Transjugular Intrahepatic Portosystemic Shunt: Technique and experience of a quaternary liver transplant hospital	4
Factors predicting positive CT mesenteric angiography results in lower gastrointestinal haemorrhage prior to consideration of intra‐arterial angio‐embolisation	4
Quality use of artificial intelligence in medical imaging: What do radiologists need to know?	4
Social media in interventional radiology	4
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	4
Ewing sarcoma: A pictorial review of typical and atypical locations with reference to the updated 2020 WHO classification system	4
Cinematic versus volume rendered imaging for the depiction of complex congenital heart disease	4
18F‐Fluoroestradiol PET in the evaluation of probable oligometastatic breast cancer	4
Developing, purchasing, implementing and monitoring AI tools in radiology: Practical considerations. A multi‐society statement from the ACR, CAR, ESR, RANZCR & RSNA	4
Improving the synergistic combination of programmed death‐1/programmed death ligand‐1 blockade and radiotherapy by targeting the hypoxic tumour microenvironment	3
Radiological features and clinical implications of persistent congenital mesocolon: Pictorial essay	3
Significance and prognostication of mediastinal lymph node enlargement on chest computed tomography among adult Indigenous Australians	3
Effective doses and associated age‐related risks for common paediatric diagnostic nuclear medicine and PET procedures at a large Australian paediatric hospital	3
Delta‐radiomics‐based models for toxicity prediction in radiotherapy: A systematic review and meta‐analysis	3
Incident review in radiation oncology	3
Pacemaker in patients undergoing mammography: A limitation for breast cancer diagnosis?	3
An atypically located pleomorphic adenoma: Radiological and pathological correlation	3
An MRI framework for respiratory motion modelling validation	3
Navigating the glass labyrinth: Addressing gender diversity in Australian and New Zealand representative radiology leadership	3
Proton‐to‐photon comparative treatment planning guidelines for the Australian context	3
Proximal splenic embolisation versus distal splenic embolisation for management of focal distal arterial injuries of the spleen	3
Coincidental splenic irradiation and risk of functional hyposplenism in oesophageal cancer treatment	3
A retrospective observational study assessing mortality after pelvic trauma embolisation	3
The dosimetric benefit of in‐advance respiratory training for deep inspiration breath holding is realized during daily treatment in left breast radiotherapy: A comparative retrospective study of seria	3
Gender‐inclusive practice in pregnancy determination for transgender, gender diverse and non‐binary patients in medical imaging	3
A review of current imaging techniques used for the detection of occult bony fractures in young children suspected of sustaining non‐accidental injury	3
MRI‐based deep learning techniques for the prediction of isocitrate dehydrogenase and 1p/19q status in grade 2–4 adult gliomas	3
Chemoradiotherapy with high‐dose cisplatin compared with weekly cisplatin for locally advanced head and neck squamous cell carcinoma	3
MR imaging features of multiple biliary hamartomas (Von Meyenburg Complex): A pictorial review and differential diagnosis	3
The Great Contrast Shortage of 2022—Lessons learnt in Australia	3
Assessment of the iliocapsularis muscle on magnetic resonance imaging	3
Medicolegal considerations of radiology report writing in the new paradigm of artificial intelligence	3
Analysis of gender in radiology in Australia and its importance to the profession and workforce planning	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
Computed tomography findings of metabolic syndrome in patients with acute colonic diverticulitis	3
Radiation oncology training in Australia and New Zealand during and beyond the COVID‐19 pandemic – lessons learnt and opportunities for improvement	3
Minimum data elements for the Australian Particle Therapy Clinical Quality Registry	3
Cost‐effectiveness analysis of hydrogel spacer for rectal toxicity reduction in prostate external beam radiotherapy	3
Radiology and radiation oncology considerations for transgender and intersex patients: A qualitative study	3
Grading the severity of the rotator cuff tendinosis on MRI: Assessment of inter‐observer agreement and evaluation of a novel objective assessment tool	3
Radiology in the era of value‐based healthcare: A multi‐society expert statement from the ACR, CAR, ESR, IS3R, RANZCR and RSNA	3
Cystic lung disease in adult Indigenous Australians in the Northern Territory of Australia	3
The gender imbalance in Interventional Radiology in Australia and New Zealand	3
Role of the IAEA in education and training of radiotherapy professionals in Asia Pacific	3
Unwarranted variation in radiation therapy fractionation	3
Untangling the gender pay gap in radiation oncology	3
Radiological perspective of COVID‐19 pneumonia: The early features and progressive behaviour on high‐resolution CT	3
Response to: Radiation Oncology Viewpoint: Wide‐field radiation therapy for skin cancerisation—Have we forgotten what we learned?	2
Impact of COVID vaccination rollout on the use of computed tomography venography for the assessment of cerebral venous sinus thrombosis	2
Clinical utility of technetium‐99m‐labelled leukocyte scan in diagnosis of vascular infections	2
Magnetic resonance imaging features of prostatic stromal tumour of uncertain malignant potential	2
Slipping rib syndrome	2
The sternum: An important review area when reporting pre‐surgical staging breast MRI studies	2
Integrated subspecialty training in clinical radiology	2
Pragmatic use of short‐course radiotherapy, chemotherapy and surgery for stage IV rectal cancer with locally advanced or symptomatic primary tumours	2

Lessons learnt from the global iodinated contrast media shortage in head and neck imaging	2
Magnetic resonance characterisation of primary Raynaud’s phenomenon	2
Research output of radiologists in Australia and New Zealand: Strengths, weaknesses and future directions	2
Prediction of low DEXAT‐scores by routine computed tomography body scans at different kilovoltage peaks	2
Quality care guidelines for uterine artery embolisation in women with symptomatic uterine fibroids in Australia and New Zealand: According to the AGREE‐II checklist and endorsed by the Inte	2
Knot quite right: Implications for central venous access in the presence of an RVAD	2
Atypical imaging presentation of herpes simplex virus encephalitis in paediatric immunocompromised oncology patients	2
A novel technique for a rare diagnosis: MRI‐guided vaginal biopsy of Skene gland adenocarcinoma: Pictorial Essay	2
Beware the clip! Breast marker clip damage during vacuum‐assisted excision biopsy	2
Structured Reporting in Radiology: what do radiologists think and does RANZCR have a role in implementation	2
Hypodense MCA sign – Large‐vessel occlusion secondary to fat embolism post‐right hip hemiarthroplasty	2
Disparities in radiation therapy utilization for cancer patients in Victoria	2
Accuracy of ultrasound in the estimation of customised birth weight in a public hospital service	2
Safety culture and incident learning systems in radiation oncology: Staff perceptions across Australia and New Zealand	2
Regional collaboration to improve quality of radiation therapy in Asia	2
Case report on the radiographic features of epipericardial fat necrosis in a patient presenting with acute chest pain	2
Head and neck cancers: Monitoring quality and reporting outcomes	2
Endometrial osseous metaplasia in a patient with secondary infertility referred for hysterosalpingogram with ultrasound	2
Stereotactic ablation: A game changer?	2
Thoracic manifestations of inhalational injury caused by the Whakaari/White Island eruption	2
Assessment of screen‐recalled abnormalities for digital breast tomosynthesis versus digital mammography screening in the BreastScreen Maroondah trial	2
Investigating the role of delayed contrast magnetic resonance imaging (MRI) to differentiate radiation necrosis from tumour recurrence in brain metastases after stereotactic radiosurgery	2
Basic cancer immunology for radiation oncologists	2
Introducing Australia's clinical care standard for low back pain	2
Diagnosis and localization of parathyroid adenomas using 16‐slice SPECT/CT: A clinicopathological correlation	2
Infectious lung masses misdiagnosed as metastatic rhabdomyosarcoma: Two case reports	2
Part 1: Imaging findings of common immune checkpoint inhibitor‐related adverse effects	2
Attitudes and access to resources and strategies to improve quality of radiotherapy among US radiation oncologists: A mixed methods study	2
Part 2: Imaging findings of uncommon but important immune checkpoint inhibitor‐related adverse effects	2
Measurement of radiologist reporting times: Assessment of precision, comparison of three different measurement techniques and review of potential applications	2
Radiological and pathological correlation of a rare case of primary breast follicular lymphoma in a male patient, presenting as gynaecomastia	2
Intracranial atherosclerotic disease and acute ischaemic stroke: A review of diagnosis and management	2
Assessing the accuracy of 68Ga‐PSMA PET/CT compared with MRI in the initial diagnosis of prostate malignancy: A cohort analysis of 114 consecutive patients	2
Angioembolisation for arterial haemorrhage related to pelvic ring injury	2
Radiation oncology peer review in Australia and New Zealand	2
Clinical Radiology Exhibits	2
The changing radiation oncology landscape in New Zealand	2
Differentiation between spinal subchondral bone metastasis with focal pathologic endplate fracture and oedematous Schmorl’s node	2