Physical and Engineering Sciences in Medicine

Article	Citations
Lead equivalence testing using a custom-built testing kit	110
Evaluation of intrafractional prostate displacement during prostate radiotherapy using real-time ultrasound system	85
An effective cross-scenario remote heart rate estimation network based on global–local information and video transformer	48
FrnOBSA: fractional order-based spectral analysis for arrhythmia detection	46
Properties of the SSIM metric in medical image assessment: correspondence between measurements and the spatial frequency spectrum	42
Effects of illuminance intensity on the green channel of remote photoplethysmography (rPPG) signals	41
Effect of the period of EEG signals on the decoding of motor information	41
Exploring the dosimetric advantages of a novel multi-modality radiotherapy platform in prostate cancer	40
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	38
Assessing focal spot alignment in clinical linear accelerators: a comprehensive evaluation with triplet phantoms	32
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	32
Real-time in vivo dose measurement using ruby-based fibre optic dosimetry during internal radiation therapy	31
Internationally trained medical physicists should be certified, through ACPSEM, in order to be employed in Australia and New Zealand as Radiation Oncology Medical Physicists	28
Voting-based 1D CNN model for human lower limb activity recognition using sEMG signal	26
Phantom study of layered sensor module for photon-counting BMD detector	24
Applicator-guided proton therapy versus multichannel brachytherapy for vaginal vault irradiation	22
Impact of differences in computed tomography value-electron density/physical density conversion tables on calculate dose in low-density areas	22
EPSM 2021, Engineering and Physical Sciences in Medicine	21
Dynamic intrafractional position monitoring with implanted fiducial markers for enhanced accuracy in radiotherapy of prostate cancer	20
Estimation of body segmental orientation for prosthetic gait using a nonlinear autoregressive neural network with exogenous inputs	19
Assessment of thoracic spinal curvatures in static postures using spatially tracked 3D ultrasound volumes: a proof-of-concept study	18
Effect of anti-scatter grids on the image improvement factor in digital radiography for various phantom thicknesses and irradiation fields	18
Generating missing patient anatomy from partially acquired cone-beam computed tomography images using deep learning: a proof of concept	17
Multi-resolution auto-encoder for anomaly detection of retinal imaging	16
Addressing challenges in diagnostic X-ray dosimetry: uncertainties and corrections for Al2O3:C-based optically stimulated luminescent dosimeters	16

Identification of OSAHS patients based on ReliefF-mRMR feature selection	16
In Memoriam: Lyn Douglas Oliver AM MSc PhD (1941–2025)	15
Comparison of treatment plans between static jaw and jaw tracking techniques in postmastectomy intensity-modulated radiation therapy	15
A novel inverse treatment planning training method for inexperienced treatment planners	15
Gafchromic EBT3 film provides equivalent dosimetric performance to EBT-XD film for stereotactic radiosurgery dosimetry	15
A deep learning approach in automated detection of schizophrenia using scalogram images of EEG signals	15
An iterative algorithm for computing gradient directions for white matter fascicles detection in brain MRI	14
Artificial intelligence-based method for renal function automatic assessment of each kidney using plain computed tomography (CT) scans	14
SPINDILOMETER: a model describing sleep spindles on EEG signals for polysomnography	13
PET/CT-based 3D multi-class semantic segmentation of ovarian cancer and the stability of the extracted radiomics features	13
A novel approach in MRI signal processing for unveiling the intricacies of brain axonal organization	13
Left ventricle analysis in echocardiographic images using transfer learning	12
SchizoLMNet: a modified lightweight MobileNetV2- architecture for automated schizophrenia detection using EEG-derived spectrograms	12
Enhanced gastrointestinal disease classification using a convvit hybrid model on endoscopic images	12
A multi-institutional survey on radiosurgery for multiple brain metastases in Latin America	11
ThoraxNet: a 3D U-Net based two-stage framework for OAR segmentation on thoracic CT images	11
Ecg signal watermarking using QR decomposition	11
MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study	11
Repeatability of diffusion and perfusion MRI derived radiomic features in glioblastoma: a test-retest study	11
In the future simulations will replace clinical trials	11
EPSM 2023, Engineering and Physical Sciences in Medicine	10
A systematic review of volumetric image guidance in proton therapy	10
A novel multimodal computer-aided diagnostic model for pulmonary embolism based on hybrid transformer-CNN and tabular transformer	10
Development of a prototype Compton camera consisting of high-resolution scintillator detectors	10
Exploring supervised machine learning models to estimate blood pressure using non-fiducial features of the photoplethysmogram (PPG) and its derivatives	10
Evaluating the effect of high-density measurement mode on patient-specific quality assurance for head and neck cancer with ArcCHECK	10
Parametric maps of spatial two-tissue compartment model for prostate dynamic contrast enhanced MRI - comparison with the standard tofts model in the diagnosis of prostate cancer	10
Semi-supervised learning towards automated segmentation of PET images with limited annotations: application to lymphoma patients	10
Advantages of carbon fibre-reinforced polyetheretherketone over titanium implants in spine SBRT: a phantom evaluation	10
Estimation of kinetic parameters in dynamic FDG PET imaging based on shortened protocols: a virtual clinical study	10
Biomechanical evaluation of intramedullary retrograde nail and dynamic condylar screw used in unstable distal femoral fractures	9
Enhancing percutaneous coronary intervention using TriVOCTNet: a multi-task deep learning model for comprehensive intravascular optical coherence tomography analysis	9
Automated analysis of ECG signals using nonlinearity and nonstationarity features fed into the MobilenetV2 CNN powered by transfer learning	9
Establishment of a local diagnostic reference level for dental intraoral bitewing X-rays	9
Memory enhancement by transcranial radiofrequency wave treatment occurs without appreciably increasing brain temperature	9
Standardization of knowledge-based volumetric modulated arc therapy planning with a multi-institution model (broad model) to improve prostate cancer treatment quality	9
An adaptive segmentation scheme based on recurring action potentials for sEMG controlled movement decoding	9
Application of dielectric properties for identification of normal and malignant gastrointestinal tumors and lymph nodes ex vivo	9
Development and validation of a gel wax phantom to evaluate geometric accuracy and measurement of a hyperechoic target diameter in diagnostic ultrasound imaging	9
Characteristics of the electron beam outside the applicator in an Elekta Versa HD Linac	8
A position-adaptive noise-reduction method using a deep denoising filter bank for dedicated breast positron emission tomography images	8
3D CoAt U SegNet-enhanced deep learning framework for accurate segmentation of acute ischemic stroke lesions from non-contrast CT scans	8
Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review	8
Comparison of the detectability of hot lesions on bone SPECT using six state-of-the-art SPECT/CT systems: a multicenter phantom study to optimize reconstruction parameters	8
Enhancing intrafraction position monitoring for prostate radiotherapy on a conventional linear accelerator: an optimization study	8
Modelling single cell dosimetry and DNA damage of targeted alpha therapy using Monte-Carlo techniques	8
Varian eclipse stereotactic 5 mm cone data commissioning	7
Use of a virtual phantom to assess the capability of a treatment planning system to perform magnetic resonance image distortion correction	7
Recurrence prediction with local binary pattern-based dosiomics in patients with head and neck squamous cell carcinoma	7
An automatic method to generate voxel-based absorbed doses from radioactivity distributions for nuclear medicine using generative adversarial networks: a feasibility study	7

Commissioning measurements on an Elekta Unity MR-Linac	7
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	7
Robot-assisted system for non-invasive wide-range flexible eye positioning and tracking in particle radiotherapy	7
Towards ultra-low-dose CT for detecting pulmonary nodules using DenseNet	7
Are deep learning classification results obtained on CT scans fair and interpretable?	7
A comparative evaluation of surface dose values: radiochromic film measurements versus computational predictions from different radiotherapy planning algorithms	7
The effect of arterial cannula tip position on differential hypoxemia during venoarterial extracorporeal membrane oxygenation	7
CArdiac and REspiratory adaptive Computed Tomography (CARE-CT): a proof-of-concept digital phantom study	7
Letter to the editor: topical debate, P‐values should not be used for decision making in the practice of clinical medical physics	7
A computed tomography radiomics-based model for predicting osteoporosis after breast cancer treatment	7
RF energy harvesters for wireless sensors, state of the art, future prospects and challenges: a review	7
Multi-stage classification of Alzheimer’s disease from 18F-FDG-PET images using deep learning techniques	7
Radiomics analysis of bone marrow biopsy locations in [18F]FDG PET/CT images for measurable residual disease assessment in multiple myeloma	7
Estimation of organ and effective doses of CBCT scans of radiotherapy using size-specific field of view (FOV): a Monte Carlo study	7
Assessing tumor volumetric reduction with consideration for setup errors based on mathematical tumor model and microdosimetric kinetic model in single-isocenter VMAT for brain metastases	6
Explainable hierarchical machine-learning approaches for multimodal prediction of conversion from mild cognitive impairment to Alzheimer’s disease	6
Dose from imaging at the time of treatment should be reduced	6
Advanced fiber optic systems for efficient medical image transmission: a telemedicine perspective	6
Publisher Correction to: Sensitivity improvement of a deuterium-deuterium neutron generator based in vivo neutron activation analysis (IVNAA) system	6
Comparison of the accuracy of Monte Carlo and Ray Tracing dose calculation algorithms for multiple target brain treatments on CyberKnife	6
Optimizing LM-DRAMA parameters and non-local means filtering to improve small-lesion detectability in SiPM-based TOF breast PET	6
Bone radiomics reproducibility: a three-centered study on the impacts of image contrast, edge enhancement, and latitude variations	6
Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network	6
Automatic classification of brain magnetic resonance images with hypercolumn deep features and machine learning	6
CT scatter spectra transmission data of 80, 100, 120 and 140 kVp primary beams for various shielding materials	6
An anthropomorphic 3D printed inhomogeneity thorax phantom slab for SBRT commissioning and quality assurance	6
Monte Carlo prediction and experimental characterisation of long-lived waste byproducts arising from cyclotron production of zirconium-89 utilising a commercially available yttrium foil	6
Measurement and spectral analysis of medical shock wave parameters based on flexible PVDF sensors	6
Accuracy of Acuros$$^{\text {TM}}$$ BV as determined from GATE monte-carlo simulation	6
Verhulst map measures: new biomarkers for heart rate classification	6
Estimation of dose to a bystander from F-18 FDG patients using Monte Carlo simulation in clinical exposure scenarios	6
Reconstruction residual network with a fused spatial-channel attention mechanism for automatically classifying diabetic foot ulcer	6
A novel four-step feature selection technique for diabetic retinopathy grading	5
Potential diagnosis of COVID-19 from chest X-ray and CT findings using semi-supervised learning	5
Curvature correction factors for the independent verification of monitor units of electron treatment plans calculated in Eclipse	5
In Australia professional registration for qualified medical physicists should be mandated through the Australian Health Practitioner Regulation Agency (AHPRA)	5
Machine learning–assisted classification of lung cancer: the role of sarcopenia, inflammatory biomarkers, and PET/CT anatomical-metabolic parameters	5
Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy	5
Study of PRESAGE® dosimeter for end-to-end 3D radiotherapy verification using an anthropomorphic phantom with bespoke dosimeter insert	5
Image masking using convolutional networks improves performance classification of radiation pneumonitis for non-small cell lung cancer	5
Enhanced detection of ovarian cancer using AI-optimized 3D CNNs for PET/CT scan analysis	5
Lung and colon cancer classification using medical imaging: a feature engineering approach	5
Re-evaluation of $$^{18}$$F-FDG absorbed and effective dose in adult and pediatric phantoms using DoseCalcs Monte Carlo platform: a validation study	5
Maxim QA efficiency and accuracy	5
The effects of distance between the imaging isocenter and brain center on the image quality of cone-beam computed tomography for brain stereotactic irradiation	5
Response to comments made on the topical debate: “In Australia professional registration for qualified medical physicists should be mandated through the Australian health practitioner regulation agenc	5
A lightGBM-based method for the signal quality assessment of wrist photoplethysmography	5
Reducing ExacTrac intrafraction imaging uncertainty for prostate stereotactic body radiotherapy using a pre-treatment CBCT	5
Optimization of three-dimensional T2-weighted image sequences in female pelvic magnetic resonance imaging	5
PCXMC cone beam computed tomography dosimetry investigations	5
Phenomenological characterization of blood’s intermediate shear rate: a new concept for hemorheology	5
Control interfaces for intention detection in active transfemoral prosthetics: a systematic review	5
Detectability of cold tumors by xSPECT bone technology compared with hot tumors: a supine phantom study	5
Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG signal	5
Developing a robust model to predict depth of anesthesia from single channel EEG signal	5
An automatic approach to assess biomechanical risk using machine learning algorithms and inertial sensors	5
The effect of scan parameters on T1, T2 relaxation times measured with multi-dynamic multi-echo sequence: a phantom study	5
Improvement of lung nodule visibility using one-shot dual-energy subtraction chest radiography with dual-layer flat-panel detector: a phantom study	5
Blood glucose estimation based on ECG signal	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
Correction to: P‑values should not be used for decision making in the practice of clinical medical physics	5
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	5
ACPSEM position paper: recommendations for a digital general X-ray quality assurance program	4
Optimizing flow-diverting stent configurations for aneurysm treatment: a computational approach integrating deep learning and differential evolution optimization	4
Prediction of SBRT response in liver cancer by combining original and delta cone-beam CT radiomics: a pilot study	4
Assessment of interfraction dose variation in pancreas SBRT using daily simulation MR images	4
Prostate volume analysis in image registration for prostate cancer care: a verification study	4
Development and evaluation of photon-counting Cd0.875Zn0.125Te0.98Se0.02 detector for measuring bone mineral density	4
Regression fitting megavoltage depth dose curves to determine material relative electron density in radiotherapy	4
Predictive gamma passing rate of 3D detector array-based volumetric modulated arc therapy quality assurance for prostate cancer via deep learning	4
Feasibility of 830 nm laser imaging for vein localization in dark skin tissue-mimicking phantoms	4
A lightweight 1D convolutional neural network model for arrhythmia diagnosis from electrocardiogram signal	4
Variable-density velocity-selective magnetization preparation for non-contrast-enhanced peripheral MR angiography	4
CAT-Seg: cascaded medical assistive tool integrating residual attention mechanisms and Squeeze-Net for 3D MRI biventricular segmentation	4
A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images	4
Comparative characterisation of different types of Gafchromic films for radiotherapy use	4
Being certain about uncertainties: a robust evaluation method for high-dose-rate prostate brachytherapy treatment plans including the combination of uncertainties	4
Design and analysis of polycentric prosthetic knee with enhanced kinematics and stability	4
A comparison of two bolus types for radiotherapy following immediate breast reconstruction	4
Prediction of high-intensity focused ultrasound (HIFU)-induced lesion size using the echo amplitude from the focus in tissue	4

Commissioning of Aktina SRS cones and dosimetric validation of the RayStation photon Monte Carlo dose calculation algorithm	4
Enhanced 3D dose prediction for hypofractionated SRS (gamma knife radiosurgery) in brain tumor using cascaded-deep-supervised convolutional neural network	4