Physical and Engineering Sciences in Medicine

Article	Citations
Scoping the future for interventional radiology and interventional neuroradiology: a clinical physics perspective	86
ACPSEM position paper on the clinical implementation of image registration	82
Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy	71
Shear wave elastography in chronic kidney disease – the physics and clinical application	68
Image masking using convolutional networks improves performance classification of radiation pneumonitis for non-small cell lung cancer	45
Is the PhD a qualification that is more or less standardised and accepted all over the world?	34
Winning images from the Photography in Medical Physics (PiMP) competition	34
Book Review: Johns and Cunningham’s The Physics of Radiology, Fifth edition by Eva Bezak, Alun Beddoe, Loredana Marcu, Martin Ebert, Roger Price	32
Internationally trained medical physicists should be certified, through ACPSEM, in order to be employed in Australia and New Zealand as Radiation Oncology Medical Physicists	31
Estimation of dose to a bystander from F-18 FDG patients using Monte Carlo simulation in clinical exposure scenarios	31
Automated angular measurement for puncture angle using a computer-aided method in ultrasound-guided peripheral insertion	31
Evaluation of intrafractional prostate displacement during prostate radiotherapy using real-time ultrasound system	29
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	29
Dosimetry investigation of a prototype of 169Yb seed brachytherapy for use in circular stapler	29
Dose from imaging at the time of treatment should be reduced	28
Webinar and survey on quality management principles within the Australian and New Zealand ACPSEM Workforce	22
Kilovoltage therapy is well and truly alive and needed in a modern radiotherapy centre	20
Quality improvement of images with metal artifact reduction using a noise recovery technique in computed tomography	19
In Australia professional registration for qualified medical physicists should be mandated through the Australian Health Practitioner Regulation Agency (AHPRA)	17
MRI safety for leave-on powdered hair thickeners under 1.5-T and 3.0-T MRI: measurement of deflection force, MRI artifact, and evaluation of preexamination screening	17
Lifetime radiation-induced sarcoma risk in patients subjected to IMRT or VMAT for uterine cervix carcinoma	16
Analysis of normal lung irradiation in radiosurgery treatments: a comparison of lung optimized treatment (LOT) on cyberknife, 4D target volume on helical tomotherapy, and DIBH on linear accelerator	15
AF episodes recognition using optimized time-frequency features and cost-sensitive SVM	15
Determining tolerance levels for quality assurance of 3D printed bolus for modulated arc radiotherapy of the nose	14
Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning	14

Arrhythmia detection and classification using ECG and PPG techniques: a review	13
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology	13
A novel TPS toolkit to assess correlation between transit fluence dosimetry and DVH metrics for adaptive head and neck radiotherapy	13
Epileptic-seizure onset detection using PARAFAC model with cross-wavelet transformation on multi-channel EEG	12
Novel method for evaluating spatial resolution of magnetic resonance images	12
A publicly available dataset of out-of-field dose profiles of a 6 MV linear accelerator	12
Verhulst map measures: new biomarkers for heart rate classification	12
Atrial fibrillation cardiac radioablation target visibility on magnetic resonance imaging	12
The efficacy of earplugs at a major hazard facility	12
Use of a PLA sleeve to remove electron enhancement in superficial X-ray therapy	11
Developing a robust model to predict depth of anesthesia from single channel EEG signal	11
Detection of stage of lung changes in COVID-19 disease based on CT images: a radiomics approach	11
Lead equivalence testing using a custom-built testing kit	11
Automatic classification of brain magnetic resonance images with hypercolumn deep features and machine learning	11
Glioma segmentation with DWI weighted images, conventional anatomical images, and post-contrast enhancement magnetic resonance imaging images by U-Net	11
Evaluation of HyperArc™ using film and portal dosimetry quality assurance	10
Comparing log file to measurement-based patient-specific quality assurance	9
Can magnetic resonance imaging after cranioplasty using titanium mesh detect brain tumors?	9
A structure-based gamma evaluation method for identifying clinically relevant dose differences in organs at risk	9
An anthropomorphic 3D printed inhomogeneity thorax phantom slab for SBRT commissioning and quality assurance	8
Comparison of the accuracy of Monte Carlo and Ray Tracing dose calculation algorithms for multiple target brain treatments on CyberKnife	8
A Q-transform-based deep learning model for the classification of atrial fibrillation types	8
Phantom and clinical evaluation of Block Sequential Regularized Expectation Maximization (BSREM) reconstruction algorithm in 68Ga-PSMA PET-CT studies	8
Noise reduction performance of a deep learning-based reconstruction in brain computed tomography images acquired with organ-based tube current modulation	8
Analysis of dual-energy mammography subtraction technique for the dose and image quality evaluation using 3D-printed breast phantom	8
Physical characteristics of deep learning-based image processing software in computed tomography: a phantom study	8
Development of open access tool for automatic use factor calculation using DICOM-RT patient data	8
Analysis of the threshold image contrast obtained with the CDMAM 3.4 and CDMAM 4.0 phantoms	8
Effect of the period of EEG signals on the decoding of motor information	8
Effect of radioprotective curtain length on the scattered dose rate distribution and endoscopist eye lens dose with an over-couch fluoroscopy system	7
Curvature correction factors for the independent verification of monitor units of electron treatment plans calculated in Eclipse	7
Vectorgastrogram: dynamic trajectory and recurrence quantification analysis to assess slow wave vector movement in healthy subjects	7
Prediction of endovascular leaks after thoracic endovascular aneurysm repair though machine learning applied to pre-procedural computed tomography angiographs	7
Improving motion management in radiation therapy: findings from a workshop and survey in Australia and New Zealand	7
An effective cross-scenario remote heart rate estimation network based on global–local information and video transformer	7
The effects of distance between the imaging isocenter and brain center on the image quality of cone-beam computed tomography for brain stereotactic irradiation	7
PE-Ynet: a novel attention-based multi-task model for pulmonary embolism detection using CT pulmonary angiography (CTPA) scan images	7
Additive manufacturing of patient specific bolus for radiotherapy: large scale production and quality assurance	6
A multi-label dataset and its evaluation for automated scoring system for cleanliness assessment in video capsule endoscopy	6
Study of PRESAGE® dosimeter for end-to-end 3D radiotherapy verification using an anthropomorphic phantom with bespoke dosimeter insert	6
Reconstruction residual network with a fused spatial-channel attention mechanism for automatically classifying diabetic foot ulcer	6
Assessing focal spot alignment in clinical linear accelerators: a comprehensive evaluation with triplet phantoms	6
Evaluation of direct point dose estimation based on the distribution of the size-specific dose estimate	6
Optimization of penalization function in Bayesian penalized likelihood reconstruction algorithm for [18F]flutemetamol amyloid PET images	6
Publisher Correction to: Sensitivity improvement of a deuterium-deuterium neutron generator based in vivo neutron activation analysis (IVNAA) system	6
Intelligent deep model based on convolutional neural network’s and multi-layer perceptron to classify cardiac abnormality in diabetic patients	6
Modeling of interstitial microwave hyperthermia for hepatic tumors using floating sleeve antenna	6
CT scatter spectra transmission data of 80, 100, 120 and 140 kVp primary beams for various shielding materials	6
Fully automated template matching method for ECG-free heartbeat detection in cardiomechanical signals of healthy and pathological subjects	5
Voting-based 1D CNN model for human lower limb activity recognition using sEMG signal	5

Photoplethysmography-based non-invasive blood pressure monitoring via ensemble model and imbalanced dataset processing	5
ICG signal denoising based on ICEEMDAN and PSO-VMD methods	5
Use of light-weight foaming polylactic acid as a lung-equivalent material in 3D printed phantoms	5
Nanodosimetric quantity-weighted dose optimization for carbon-ion treatment planning	5
A comparison of automatic and manual compensation methods for the calculation of tube currents during off-centered patient positioning with a noise-based automatic exposure control system in computed	5
Gafchromic EBT3 film provides equivalent dosimetric performance to EBT-XD film for stereotactic radiosurgery dosimetry	5
Real-time in vivo dose measurement using ruby-based fibre optic dosimetry during internal radiation therapy	5
EPSM 2021, Engineering and Physical Sciences in Medicine	5
Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation	5
An iterative algorithm for computing gradient directions for white matter fascicles detection in brain MRI	5
Segmentation of liver and liver lesions using deep learning	5
ACPSEM position paper: pre-treatment patient specific plan checks and quality assurance in radiation oncology	5
Effects of illuminance intensity on the green channel of remote photoplethysmography (rPPG) signals	5
Investigation of scatter radiation intensities in the cardiac catheter laboratory: novel versus traditional shielding solutions	5
Properties of the SSIM metric in medical image assessment: correspondence between measurements and the spatial frequency spectrum	5
Winning images from the Photography in Medical Physics (PiMP) competition	5
Graph features based classification of bronchial and pleural rub sound signals: the potential of complex network unwrapped	5
Facial functional networks during resting state revealed by thermal infrared imaging	5
The effect of scan parameters on T1, T2 relaxation times measured with multi-dynamic multi-echo sequence: a phantom study	5
Development and performance evaluation of a novel scintillation-based active shielding gamma probe	5
Dosimetric comparison of proton therapy and CyberKnife in stereotactic body radiation therapy for liver cancers	5
The future of biomedical engineering education is transdisciplinary	5
Physical and visual evaluations of CT image quality of large low-contrast objects with visual model-based iterative reconstruction technique: a phantom study	5
Evaluation of physical properties and image of polyvinyl chloride as breast tissue equivalence for dual-modality (mammography and ultrasound)	5
A deep learning phase-based solution in 2D echocardiography motion estimation	4
Performance analyses of five neural network classifiers on nodule classification in lung CT images using WEKA: a comparative study	4
Blood-repellent and anti-corrosive surface by spin-coated SWCNT layer on intravascular stent materials	4
PCXMC cone beam computed tomography dosimetry investigations	4
On the measurement of scaling factors in the RW3 plastic phantom during high energy electron beam dosimetry	4
Automated diagnosis of amyotrophic lateral sclerosis using electromyograms and firefly algorithm based neural networks with fractional position update	4
Re-evaluation of $$^{18}$$F-FDG absorbed and effective dose in adult and pediatric phantoms using DoseCalcs Monte Carlo platform: a validation study	4
Organ dose in cardiac dual-energy computed tomography: a Monte Carlo study	4
Dose calculation of 3D printing lead shield covered by biocompatible silicone for electron beam therapy	4
Age induced interactions between heart rate variability and systolic blood pressure variability using approximate entropy and recurrence quantification analysis: a multiscale cross correlation analysi	4
In response to topical debate: In Australia professional registration for qualified medical physicists should be mandated through the Australian Health Practitioner Regulation Agency (AHPRA)	4
Addressing challenges in diagnostic X-ray dosimetry: uncertainties and corrections for Al2O3:C-based optically stimulated luminescent dosimeters	4
Validating knowledge-based volumetric modulated arc therapy plans with a multi-institution model (broad model) using a complete open-loop dataset for prostate cancer	4
Potential diagnosis of COVID-19 from chest X-ray and CT findings using semi-supervised learning	4
Dosimetric evaluation of a treatment planning system using the AAPM Medical Physics Practice Guideline 5.a (MPPG 5.a) validation tests	4
Assessment of biomedical engineering knowledge using true–false questions	4
Development of a novel detection method for changes in lung conditions during radiotherapy using a temporal subtraction technique	4
Comparison of treatment plans between static jaw and jaw tracking techniques in postmastectomy intensity-modulated radiation therapy	4
Parametric analysis of landing injury	4
Organ dose from Varian XI and Varian OBI systems are clinically comparable for pelvic CBCT imaging	4
Investigation of Elekta AQUA software for kilovoltage to megavoltage radiation isocenter coincidence	4
LCADNet: a novel light CNN architecture for EEG-based Alzheimer disease detection	4
Unsupervised generative model for simulating post-operative double eyelid image	4
Investigating 4D respiratory cone-beam CT imaging for thoracic interventions on robotic C-arm systems: a deformable phantom study	4
Detection of fetal arrhythmia by adaptive single channel electrocardiogram extraction	4
Transit dosimetry of stereotactic body radiotherapy treatments with electronic portal dosimetry device in patient with spinal implant	4
Reducing ExacTrac intrafraction imaging uncertainty for prostate stereotactic body radiotherapy using a pre-treatment CBCT	4
A deep learning approach in automated detection of schizophrenia using scalogram images of EEG signals	4
Multiple analyses suggests texture features can indicate the presence of tumor in the prostate tissue	4
A novel four-step feature selection technique for diabetic retinopathy grading	4
CT slice alignment to whole-body reference geometry by convolutional neural network	4
A review of dosimetric impact of implementation of model-based dose calculation algorithms (MBDCAs) for HDR brachytherapy	4
Correction to: Combining machine learning and texture analysis to differentiate mediastinal lymph nodes in lung cancer patients	4
Mammogram mass segmentation and classification based on cross-view VAE and spatial hidden factor disentanglement	4
Exploring deep residual network based features for automatic schizophrenia detection from EEG	3
Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG signal	3
Significance of gender, brain region and EEG band complexity analysis for Parkinson’s disease classification using recurrence plots and machine learning algorithms	3
SPINDILOMETER: a model describing sleep spindles on EEG signals for polysomnography	3
Estimation of body segmental orientation for prosthetic gait using a nonlinear autoregressive neural network with exogenous inputs	3
A new HCM heart sound classification method based on weighted bispectrum features	3
Multimodal Kernel-based discriminant correlation analysis data-fusion approach: an automated autism spectrum disorder diagnostic system	3
In-silico evaluation of the effect of set-up errors on dose delivery during mouse irradiations with a Cs-137 cell irradiator-based collimator system	3
A deep learning feature extraction-based hybrid approach for detecting pediatric pneumonia in chest X-ray images	3
Phantom study of layered sensor module for photon-counting BMD detector	3
Evolved size-specific dose estimates for patient-specific organ doses from chest CT scans based on hybrid patient size vectors	3
Super-resolution deep-learning reconstruction for cardiac CT: impact of radiation dose and focal spot size on task-based image quality	3
Y-90 PET/MR imaging optimization with a Bayesian penalized likelihood reconstruction algorithm	3
Multi-resolution auto-encoder for anomaly detection of retinal imaging	3
Identification of OSAHS patients based on ReliefF-mRMR feature selection	3
Report of the ACPSEM radiation oncology medical physics workforce modelling project task group	3
Lung and colon cancer classification using medical imaging: a feature engineering approach	3
Generation of fluoroscopy-alike radiographs as alternative datasets for deep learning in interventional radiology	3
Detectability of cold tumors by xSPECT bone technology compared with hot tumors: a supine phantom study	3
Trends in patient dose and compression force for digital (DR) mammography systems over an eleven-year period	3
Enhanced premature ventricular contraction pulse detection and classification using deep convolutional neural network	3
Influence of spill-over for 99mTc images and the effect of scatter correction for dual-isotope simultaneous acquisition with 99mTc and 18F using small-animal SPECT-PET/CT system	3

Generating missing patient anatomy from partially acquired cone-beam computed tomography images using deep learning: a proof of concept	3
Hybrid participation options to mitigate discrimination and maximise productivity in post-COVID higher education and research workplaces	3
Blood glucose estimation based on ECG signal	3
Applicator-guided proton therapy versus multichannel brachytherapy for vaginal vault irradiation	3
Instruments to measure environmental and personal radiofrequency-electromagnetic field exposures: an update	3
Automated detection, delineation and quantification of whole-body bone metastasis using FDG-PET/CT images	3
AOCMP-SEACOMP 2024	3
Correction to: Transfer learning and self-distillation for automated detection of schizophrenia using single-channel EEG and scalogram images	3
Evaluation and assessment of clique arrangements for the estimation of omnipolar electrograms in high density electrode arrays: an experimental animal model study	3
Evaluation of MU2net as an online secondary dose check for MR guided radiation therapy with the Elekta unity MR linac	3
Condition control training-based ConVMLP-ResU-Net for semantic segmentation of esophageal cancer in 18F-FDG PET/CT images	3
Development of a 3D printed phantom for commissioning and quality assurance of multiple brain targets stereotactic radiosurgery	3
Improvising limitations of DNN based ultrasound image reconstruction	3
Effect of anti-scatter grids on the image improvement factor in digital radiography for various phantom thicknesses and irradiation fields	3
Assessment of thoracic spinal curvatures in static postures using spatially tracked 3D ultrasound volumes: a proof-of-concept study	3
Deep learning-based ultrasound transducer induced CT metal artifact reduction using generative adversarial networks for ultrasound-guided cardiac radioablation	3
Regression fitting megavoltage depth dose curves to determine material relative electron density in radiotherapy	2
Clinical implementation of HyperArc	2
Deep learning architecture with shunted transformer and 3D deformable convolution for voxel-level dose prediction of head and neck tumors	2
Dosimetric evaluation of a patient-specific 3D-printed oral positioning stent for head-and-neck radiotherapy	2
PPG2RespNet: a deep learning model for respirational signal synthesis and monitoring from photoplethysmography (PPG) signal	2
Potential dosimetric error in the adaptive workflow of a 1.5 T MR-Linac from patient movement relative to immobilisation systems	2
Prostate volume analysis in image registration for prostate cancer care: a verification study	2
Repeatability of image features extracted from FET PET in application to post-surgical glioblastoma assessment	2
Potential biomarker for early detection of ADHD using phase-based brain connectivity and graph theory	2
3D printed brachytherapy jig for Reference Air Kerma Rate calibration	2
Prediction of SBRT response in liver cancer by combining original and delta cone-beam CT radiomics: a pilot study	2
Golden beam data provided by linear accelerator manufacturers should be used in the commissioning of treatment planning systems	2
Investigation on performance of multiple AI-based auto-contouring systems in organs at risks (OARs) delineation	2
Double enhancement effect of a surface dose with tungsten rubber bolus in photon radiotherapy for keloids and superficial tumors	2
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	2
Effects of spectral features of EEG signals recorded with different channels and recording statuses on ADHD classification with deep learning	2
Effect of foam insertion in aneurysm sac on flow structures in parent lumen: relating vortex structures with disturbed shear	2
Analysis of a cohort of prostate patients treated with HDR mono-brachytherapy	2
Machine learning for coronary artery calcification detection and labeling using only native computer tomography	2
Development of single-channel electroencephalography signal analysis model for real-time drowsiness detection	2
A moving liver phantom in an anthropomorphic thorax for SPECT MP imaging	2
CAT-Seg: cascaded medical assistive tool integrating residual attention mechanisms and Squeeze-Net for 3D MRI biventricular segmentation	2
MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study	2
Analysis of simultaneous visual and complex neural dynamics during cognitive learning to diagnose ASD	2
CADNet: an advanced architecture for automatic detection of coronary artery calcification and shadow border in intravascular ultrasound (IVUS) images	2
Correction to: P‑values should not be used for decision making in the practice of clinical medical physics	2
Phantoms to simulate gastrointestinal artefact in MPI	2
Estimation of kinetic parameters in dynamic FDG PET imaging based on shortened protocols: a virtual clinical study	2
A model fusion method based DAT-DenseNet for classification and diagnosis of aortic dissection	2
A major depressive disorder diagnosis approach based on EEG signals using dictionary learning and functional connectivity features	2
In the future simulations will replace clinical trials	2
Dynamic intrafractional position monitoring with implanted fiducial markers for enhanced accuracy in radiotherapy of prostate cancer	2
Linac reported steering error insensitive to 6 MV FFF transverse beam position deviations	2
A lightweight 1D convolutional neural network model for arrhythmia diagnosis from electrocardiogram signal	2
SchizoLMNet: a modified lightweight MobileNetV2- architecture for automated schizophrenia detection using EEG-derived spectrograms	2
Use of optically stimulated luminescence dosimeter and radiophotoliminescent glass dosimeter for dose measurement in dual-source dual-energy computed tomography	2
Distributed visual positioning for surgical instrument tracking	2
Assessment of interfraction dose variation in pancreas SBRT using daily simulation MR images	2
Estimating subjective evaluation of low-contrast resolution using convolutional neural networks	2
Commissioning of Aktina SRS cones and dosimetric validation of the RayStation photon Monte Carlo dose calculation algorithm	2
Evaluation of camera settings for photogrammetric reconstruction of humanoid phantoms for EBRT bolus and HDR surface brachytherapy applications	2
Density-adaptive registration of pointclouds based on Dirichlet Process Gaussian Mixture Models	2
CatBoost-based improved detection of P-wave changes in sinus rhythm and tachycardia conditions: a lead selection study	2
Left ventricle analysis in echocardiographic images using transfer learning	2
Quantitative measurements of emphysema in ultra-high resolution computed tomography using model-based iterative reconstruction in comparison to that using hybrid iterative reconstruction	2
Sensitivity improvement of a deuterium-deuterium neutron generator based in vivo neutron activation analysis (IVNAA) system	2
Shortening image registration time using a deep neural network for patient positional verification in radiotherapy	2
Don’t let Yoda or Bill and Ted write your papers: instead, here’s some tips from some editors on getting your paper published	1
A position-adaptive noise-reduction method using a deep denoising filter bank for dedicated breast positron emission tomography images	1
Simulation-guided development of an optical calorimeter for high dose rate dosimetry	1
Parameterized aperiodic and periodic components of single-channel EEG enables reliable seizure detection	1
Evaluation of output factors of different radiotherapy planning systems using Exradin W2 plastic scintillator detector	1
Material decomposition using dual-energy CT with unsupervised learning	1
Development of a new advanced animal cradle for small animal multiple imaging modalities: acquisition and evaluation of high-throughput multiple-mouse imaging	1
A deep neural network approach for P300 detection-based BCI using single-channel EEG scalogram images	1
Comparative analysis of patient scatter to phantom scatter for computed tomography systems	1
Feasibility of 830 nm laser imaging for vein localization in dark skin tissue-mimicking phantoms	1
Dosimetric characteristics of self-expandable metallic and plastic stents for transpapillary biliary decompression in external beam radiotherapy	1
Hardware-efficient auto-reconfigurable hearing aids using 3-level octave interpolated filters for auditory compensation applications	1
Examining arterial pulsation to identify and risk-stratify heart failure subjects with deep neural network	1
A novel computer modeling and simulation technique for bronchi motion tracking in human lungs under respiration	1
Evaluation of robustness of optimization methods in breast intensity-modulated radiation therapy using TomoTherapy	1
Brain identification of IBS patients based on GBDT and multiple imaging techniques	1
Biomechanical evaluation of intramedullary retrograde nail and dynamic condylar screw used in unstable distal femoral fractures	1
Migraine detection from EEG signals using tunable Q-factor wavelet transform and ensemble learning techniques	1
Impact of dose reducing software on patient and staff temple dose during fluoroscopically guided pacemaker insertion, closure devices implantation and coronary angiography procedures	1
A strategy of model space search for dynamic causal modeling in task fMRI data exploratory analysis	1
A low-cost phantom design for evaluating spine SABR calculations in the presence of prosthetic vertebral stabilization	1
Prediction of prognosis in glioblastoma with radiomics features extracted by synthetic MRI images using cycle-consistent GAN	1
Comparison of the radiomics-based predictive models using machine learning and nomogram for epidermal growth factor receptor mutation status and subtypes in lung adenocarcinoma	1
Retinal fundus image classification for diabetic retinopathy using SVM predictions	1
Simulation of passive exotendon assistive device for agricultural harvesting task	1
Mechanistic in silico explorations of the immunogenic and synergistic effects of radiotherapy and immunotherapy: a critical review	1
Performance improvements of virtual monoenergetic images in photon-counting detector CT compared with dual source dual-energy CT: Fourier-based assessment	1
Development and validation of the effective CNR analysis method for evaluating the contrast resolution of CT images	1
Dose assessment for daily cone-beam CT in lung radiotherapy patients and its combination with treatment planning	1
Comparison of non-coplanar optimization of static beams and arc trajectories for intensity-modulated treatments of meningioma cases	1
Basis pursuit sparse decomposition using tunable-Q wavelet transform (BPSD-TQWT) for denoising of electrocardiograms	1
AI-based diagnosis of COVID-19 patients using X-ray scans with stochastic ensemble of CNNs	1