Physical and Engineering Sciences in Medicine

Article	Citations
Lead equivalence testing using a custom-built testing kit	113
An effective cross-scenario remote heart rate estimation network based on global–local information and video transformer	51
Internationally trained medical physicists should be certified, through ACPSEM, in order to be employed in Australia and New Zealand as Radiation Oncology Medical Physicists	48
Effect of the period of EEG signals on the decoding of motor information	43
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	40
Exploring the dosimetric advantages of a novel multi-modality radiotherapy platform in prostate cancer	35
Real-time in vivo dose measurement using ruby-based fibre optic dosimetry during internal radiation therapy	32
¹⁸F-FDG PET radiomics and machine learning for virtual biopsy and treatment decisions in lymphoma: a multicenter study	32
Effects of illuminance intensity on the green channel of remote photoplethysmography (rPPG) signals	32
Evaluation of intrafractional prostate displacement during prostate radiotherapy using real-time ultrasound system	28
Properties of the SSIM metric in medical image assessment: correspondence between measurements and the spatial frequency spectrum	25
Assessing focal spot alignment in clinical linear accelerators: a comprehensive evaluation with triplet phantoms	24
Phantom study of layered sensor module for photon-counting BMD detector	23
FrnOBSA: fractional order-based spectral analysis for arrhythmia detection	23
EPSM 2021, Engineering and Physical Sciences in Medicine	21
Applicator-guided proton therapy versus multichannel brachytherapy for vaginal vault irradiation	21
Estimation of body segmental orientation for prosthetic gait using a nonlinear autoregressive neural network with exogenous inputs	20
SPINDILOMETER: a model describing sleep spindles on EEG signals for polysomnography	20
Generating missing patient anatomy from partially acquired cone-beam computed tomography images using deep learning: a proof of concept	19
Artificial intelligence-based method for renal function automatic assessment of each kidney using plain computed tomography (CT) scans	19
Effect of anti-scatter grids on the image improvement factor in digital radiography for various phantom thicknesses and irradiation fields	19
Multi-resolution auto-encoder for anomaly detection of retinal imaging	19
In Memoriam: Lyn Douglas Oliver AM MSc PhD (1941–2025)	18
An iterative algorithm for computing gradient directions for white matter fascicles detection in brain MRI	17
A novel inverse treatment planning training method for inexperienced treatment planners	17

Comparison of treatment plans between static jaw and jaw tracking techniques in postmastectomy intensity-modulated radiation therapy	16
Multi-branch convolutional network and LSTM-CNN for heart sound classification	16
Gafchromic EBT3 film provides equivalent dosimetric performance to EBT-XD film for stereotactic radiosurgery dosimetry	15
Addressing challenges in diagnostic X-ray dosimetry: uncertainties and corrections for Al2O3:C-based optically stimulated luminescent dosimeters	15
Dynamic intrafractional position monitoring with implanted fiducial markers for enhanced accuracy in radiotherapy of prostate cancer	14
Prostate cancer radiation therapy shape variation analysis	14
Impact of differences in computed tomography value-electron density/physical density conversion tables on calculate dose in low-density areas	14
Assessment of thoracic spinal curvatures in static postures using spatially tracked 3D ultrasound volumes: a proof-of-concept study	13
A multi-institutional survey on radiosurgery for multiple brain metastases in Latin America	12
Identification of OSAHS patients based on ReliefF-mRMR feature selection	12
Ecg signal watermarking using QR decomposition	12
SchizoLMNet: a modified lightweight MobileNetV2- architecture for automated schizophrenia detection using EEG-derived spectrograms	12
Semi-supervised learning towards automated segmentation of PET images with limited annotations: application to lymphoma patients	11
Advantages of carbon fibre-reinforced polyetheretherketone over titanium implants in spine SBRT: a phantom evaluation	11
MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study	11
A novel multimodal computer-aided diagnostic model for pulmonary embolism based on hybrid transformer-CNN and tabular transformer	11
Development of a prototype Compton camera consisting of high-resolution scintillator detectors	11
A systematic review of volumetric image guidance in proton therapy	11
Evaluating the effect of high-density measurement mode on patient-specific quality assurance for head and neck cancer with ArcCHECK	11
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	10
EPSM 2023, Engineering and Physical Sciences in Medicine	10
Exploring supervised machine learning models to estimate blood pressure using non-fiducial features of the photoplethysmogram (PPG) and its derivatives	10
Left ventricle analysis in echocardiographic images using transfer learning	10
Repeatability of diffusion and perfusion MRI derived radiomic features in glioblastoma: a test-retest study	10
PET/CT-based 3D multi-class semantic segmentation of ovarian cancer and the stability of the extracted radiomics features	10
A novel approach in MRI signal processing for unveiling the intricacies of brain axonal organization	10
Enhanced gastrointestinal disease classification using a convvit hybrid model on endoscopic images	10
ThoraxNet: a 3D U-Net based two-stage framework for OAR segmentation on thoracic CT images	10
Enhancing percutaneous coronary intervention using TriVOCTNet: a multi-task deep learning model for comprehensive intravascular optical coherence tomography analysis	9
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	9
Establishment of a local diagnostic reference level for dental intraoral bitewing X-rays	9
A position-adaptive noise-reduction method using a deep denoising filter bank for dedicated breast positron emission tomography images	9
Application of dielectric properties for identification of normal and malignant gastrointestinal tumors and lymph nodes ex vivo	9
Memory enhancement by transcranial radiofrequency wave treatment occurs without appreciably increasing brain temperature	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
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
Enhancing intrafraction position monitoring for prostate radiotherapy on a conventional linear accelerator: an optimization study	9
Characteristics of the electron beam outside the applicator in an Elekta Versa HD Linac	9
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	9
Use of a virtual phantom to assess the capability of a treatment planning system to perform magnetic resonance image distortion correction	8
Modelling single cell dosimetry and DNA damage of targeted alpha therapy using Monte-Carlo techniques	8
Recurrence prediction with local binary pattern-based dosiomics in patients with head and neck squamous cell carcinoma	8
Radiomics analysis of bone marrow biopsy locations in [18F]FDG PET/CT images for measurable residual disease assessment in multiple myeloma	8
Turning a knob: deep learning-based prediction of torque and arm angles using force myography	8
Towards ultra-low-dose CT for detecting pulmonary nodules using DenseNet	8
3D CoAt U SegNet-enhanced deep learning framework for accurate segmentation of acute ischemic stroke lesions from non-contrast CT scans	8
An automatic method to generate voxel-based absorbed doses from radioactivity distributions for nuclear medicine using generative adversarial networks: a feasibility study	8
New standoff-factor formula for orthovoltage radiotherapy treatments	8

Commissioning measurements on an Elekta Unity MR-Linac	8
Automated analysis of ECG signals using nonlinearity and nonstationarity features fed into the MobilenetV2 CNN powered by transfer learning	8
A comparative evaluation of surface dose values: radiochromic film measurements versus computational predictions from different radiotherapy planning algorithms	8
CArdiac and REspiratory adaptive Computed Tomography (CARE-CT): a proof-of-concept digital phantom study	8
Multi-stage classification of Alzheimer’s disease from 18F-FDG-PET images using deep learning techniques	8
The effect of arterial cannula tip position on differential hypoxemia during venoarterial extracorporeal membrane oxygenation	7
RF energy harvesters for wireless sensors, state of the art, future prospects and challenges: a review	7
Robot-assisted system for non-invasive wide-range flexible eye positioning and tracking in particle radiotherapy	7
Measurement and spectral analysis of medical shock wave parameters based on flexible PVDF sensors	7
Monte Carlo prediction and experimental characterisation of long-lived waste byproducts arising from cyclotron production of zirconium-89 utilising a commercially available yttrium foil	7
Optimizing LM-DRAMA parameters and non-local means filtering to improve small-lesion detectability in SiPM-based TOF breast PET	7
Are deep learning classification results obtained on CT scans fair and interpretable?	7
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	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	7
Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network	7
Explainable hierarchical machine-learning approaches for multimodal prediction of conversion from mild cognitive impairment to Alzheimer’s disease	7
Estimation of organ and effective doses of CBCT scans of radiotherapy using size-specific field of view (FOV): a Monte Carlo study	7
Varian eclipse stereotactic 5 mm cone data commissioning	7
Accuracy of Acuros$$^{\text {TM}}$$ BV as determined from GATE monte-carlo simulation	7
Bone radiomics reproducibility: a three-centered study on the impacts of image contrast, edge enhancement, and latitude variations	7
A computed tomography radiomics-based model for predicting osteoporosis after breast cancer treatment	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	6
Reconstruction residual network with a fused spatial-channel attention mechanism for automatically classifying diabetic foot ulcer	6
Automatic classification of brain magnetic resonance images with hypercolumn deep features and machine learning	6
Study of PRESAGE® dosimeter for end-to-end 3D radiotherapy verification using an anthropomorphic phantom with bespoke dosimeter insert	6
The effect of scan parameters on T1, T2 relaxation times measured with multi-dynamic multi-echo sequence: a phantom study	6
Machine learning–assisted classification of lung cancer: the role of sarcopenia, inflammatory biomarkers, and PET/CT anatomical-metabolic parameters	6
Dose from imaging at the time of treatment should be reduced	6
Publisher Correction to: Sensitivity improvement of a deuterium-deuterium neutron generator based in vivo neutron activation analysis (IVNAA) system	6
CT scatter spectra transmission data of 80, 100, 120 and 140 kVp primary beams for various shielding materials	6
Evaluation of the small-field output factor in eclipse modeling methods using representative beam and measured data with averaged ionization chamber and diode detector measurements	6
Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy	6
Comparison of the accuracy of Monte Carlo and Ray Tracing dose calculation algorithms for multiple target brain treatments on CyberKnife	6
An anthropomorphic 3D printed inhomogeneity thorax phantom slab for SBRT commissioning and quality assurance	6
Improvement of lung nodule visibility using one-shot dual-energy subtraction chest radiography with dual-layer flat-panel detector: a phantom study	6
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
An automatic approach to assess biomechanical risk using machine learning algorithms and inertial sensors	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
CAT-Seg: cascaded medical assistive tool integrating residual attention mechanisms and Squeeze-Net for 3D MRI biventricular segmentation	5
Prediction of high-intensity focused ultrasound (HIFU)-induced lesion size using the echo amplitude from the focus in tissue	5
Lung and colon cancer classification using medical imaging: a feature engineering approach	5
PCXMC cone beam computed tomography dosimetry investigations	5
Advanced fiber optic systems for efficient medical image transmission: a telemedicine perspective	5
Reducing ExacTrac intrafraction imaging uncertainty for prostate stereotactic body radiotherapy using a pre-treatment CBCT	5
A lightGBM-based method for the signal quality assessment of wrist photoplethysmography	5
RETRACTED ARTICLE: Verhulst map measures: new biomarkers for heart rate classification	5
Attention-based graph neural network framework for non-invasive CAP score prediction in fatty liver disease via body modeling	5
Blood glucose estimation based on ECG signal	5
Maxim QA efficiency and accuracy	5
Prediction of SBRT response in liver cancer by combining original and delta cone-beam CT radiomics: a pilot study	5
Phenomenological characterization of blood’s intermediate shear rate: a new concept for hemorheology	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
Detectability of cold tumors by xSPECT bone technology compared with hot tumors: a supine phantom study	5
Longitudinal deep learning models for tracking disease progression in ovarian cancer using PET/CT imaging and clinical reports	5
Image masking using convolutional networks improves performance classification of radiation pneumonitis for non-small cell lung cancer	5
In Australia professional registration for qualified medical physicists should be mandated through the Australian Health Practitioner Regulation Agency (AHPRA)	5
Effects of dumbbell weight on the rest-pause triceps kickback exercise in women: kinetic, finite element and EMG analyses	5
Optimization of three-dimensional T2-weighted image sequences in female pelvic magnetic resonance imaging	5
Curvature correction factors for the independent verification of monitor units of electron treatment plans calculated in Eclipse	5
Predictive gamma passing rate of 3D detector array-based volumetric modulated arc therapy quality assurance for prostate cancer via deep learning	5
Commissioning of Aktina SRS cones and dosimetric validation of the RayStation photon Monte Carlo dose calculation algorithm	5
Assessment of interfraction dose variation in pancreas SBRT using daily simulation MR images	5
Control interfaces for intention detection in active transfemoral prosthetics: a systematic review	5
Winning images from the Art in Science and Engineering in Medicine (ARSENIC) competition	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
Developing a robust model to predict depth of anesthesia from single channel EEG signal	5
Estimation of dose to a bystander from F-18 FDG patients using Monte Carlo simulation in clinical exposure scenarios	5
A lightweight 1D convolutional neural network model for arrhythmia diagnosis from electrocardiogram signal	4
Optimizing flow-diverting stent configurations for aneurysm treatment: a computational approach integrating deep learning and differential evolution optimization	4
Being certain about uncertainties: a robust evaluation method for high-dose-rate prostate brachytherapy treatment plans including the combination of uncertainties	4
Feasibility of 830 nm laser imaging for vein localization in dark skin tissue-mimicking phantoms	4
S-values estimation of positron-emitting radionuclides in the ICRP voxel-based adult male organs using a new Geant4-based code DoseCalcs: validation study	4
A novel computer modeling and simulation technique for bronchi motion tracking in human lungs under respiration	4
Exposure index and radiographic noise of an indirect flat-panel detector system for various X-ray beam qualities	4
Regression fitting megavoltage depth dose curves to determine material relative electron density in radiotherapy	4
Design and analysis of polycentric prosthetic knee with enhanced kinematics and stability	4
Variable-density velocity-selective magnetization preparation for non-contrast-enhanced peripheral MR angiography	4
ACPSEM position paper: recommendations for a digital general X-ray quality assurance program	4
A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images	4
Prostate volume analysis in image registration for prostate cancer care: a verification study	4

Guidance on selecting and evaluating AI auto-segmentation systems in clinical radiotherapy: insights from a six-vendor analysis	4
Book review: The Physics of Radiotherapy X-rays and Electrons by Peter Metcalfe, Tomas Kron, Peter Hoban, Dean Cutajar and Nicholas Hardcastle	4
Prediction of prognosis in glioblastoma with radiomics features extracted by synthetic MRI images using cycle-consistent GAN	4
A comparison of two bolus types for radiotherapy following immediate breast reconstruction	4
Development and evaluation of photon-counting Cd0.875Zn0.125Te0.98Se0.02 detector for measuring bone mineral density	4
Enhanced 3D dose prediction for hypofractionated SRS (gamma knife radiosurgery) in brain tumor using cascaded-deep-supervised convolutional neural network	4
Comparative characterisation of different types of Gafchromic films for radiotherapy use	4
Correction to: Weight-bearing cone-beam CT with extensive coverage for volumetric imaging in adolescent idiopathic scoliosis: system implementation and initial validation	4
Development and validation of the effective CNR analysis method for evaluating the contrast resolution of CT images	4
Mechanistic in silico explorations of the immunogenic and synergistic effects of radiotherapy and immunotherapy: a critical review	4
Comparative analysis of patient scatter to phantom scatter for computed tomography systems	4
[113mIn]In-RM2: a high potential agent for SPECT imaging of GRPR-expressing tumors	4
Enhanced detection of ovarian cancer using AI-optimized 3D CNNs for PET/CT scan analysis	4