Physical and Engineering Sciences in Medicine

Article	Citations
Truncated inception net: COVID-19 outbreak screening using chest X-rays	190
Ensemble learning based automatic detection of tuberculosis in chest X-ray images using hybrid feature descriptors	73
Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals	72
Improved U-Net architecture with VGG-16 for brain tumor segmentation	54
A deep learning approach in automated detection of schizophrenia using scalogram images of EEG signals	48
Diabetic retinopathy classification based on multipath CNN and machine learning classifiers	46
Major depressive disorder assessment via enhanced k-nearest neighbor method and EEG signals	43
Lung and colon cancer classification using medical imaging: a feature engineering approach	42
EEG-based deep learning model for the automatic detection of clinical depression	40
Multi-class diagnosis of Alzheimer’s disease using cascaded three dimensional-convolutional neural network	40
Crosstalk in surface electromyogram: literature review and some insights	33
Automated classification of diabetic retinopathy through reliable feature selection	32
An efficient method for identification of epileptic seizures from EEG signals using Fourier analysis	30
Effects of spectral features of EEG signals recorded with different channels and recording statuses on ADHD classification with deep learning	29
Hybrid-COVID: a novel hybrid 2D/3D CNN based on cross-domain adaptation approach for COVID-19 screening from chest X-ray images	28
Detection of ventricular arrhythmia using hybrid time–frequency-based features and deep neural network	27
A systematic review on design technology and application of polycentric prosthetic knee in amputee rehabilitation	26
Issues associated with deploying CNN transfer learning to detect COVID-19 from chest X-rays	26
Automatic snoring sounds detection from sleep sounds based on deep learning	25
Technique, radiation safety and image quality for chest X-ray imaging through glass and in mobile settings during the COVID-19 pandemic	24
Automated measurement of hip–knee–ankle angle on the unilateral lower limb X-rays using deep learning	23
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology	23
Recognition of acute lymphoblastic leukemia and lymphocytes cell subtypes in microscopic images using random forest classifier	23
Proposing a novel multi-instance learning model for tuberculosis recognition from chest X-ray images based on CNNs, complex networks and stacked ensemble	22
A novel four-step feature selection technique for diabetic retinopathy grading	22

Detection of focal and non-focal EEG signals using non-linear features derived from empirical wavelet transform rhythms	22
Book Review: Hands-on Machine Learning with Scikit-Learn, Keras, and Tensorflow, 2nd edition by Aurélien Géron	21
Voting-based 1D CNN model for human lower limb activity recognition using sEMG signal	21
Multi-modality MRI for Alzheimer’s disease detection using deep learning	21
EEG based emotion recognition using minimum spanning tree	21
Arrhythmia detection and classification using ECG and PPG techniques: a review	19
COVID-19 disease diagnosis from paper-based ECG trace image data using a novel convolutional neural network model	18
StackNet-DenVIS: a multi-layer perceptron stacked ensembling approach for COVID-19 detection using X-ray images	18
The measurement of Cobb angle based on spine X-ray images using multi-scale convolutional neural network	17
Time series and fractal analyses of wheezing: a novel approach	17
Automatic detection of arrhythmias from an ECG signal using an auto-encoder and SVM classifier	16
Citations are a good way to determine the quality of research	16
Automatic classification of schizophrenia patients using resting-state EEG signals	16
Exploring deep residual network based features for automatic schizophrenia detection from EEG	16
Cloud based ensemble machine learning approach for smart detection of epileptic seizures using higher order spectral analysis	16
The new Scopus CiteScore formula and the Journal Impact Factor: a look at top ranking journals and middle ranking journals in the Scopus categories of General Physics and Astronomy, Materials Science,	16
A low-cost transradial prosthesis controlled by the intention of muscular contraction	15
Bi-parametric magnetic resonance imaging based radiomics for the identification of benign and malignant prostate lesions: cross-vendor validation	14
Convolutional neural networks and genetic algorithm for visual imagery classification	14
Automated detection of diabetic retinopathy in fundus images using fused features	14
Automated detection of arrhythmia from electrocardiogram signal based on new convolutional encoded features with bidirectional long short-term memory network classifier	14
Exploratory data analysis based efficient QRS-complex detection technique with minimal computational load	13
Instruments to measure environmental and personal radiofrequency-electromagnetic field exposures: an update	13
A computer aided diagnostic method for the evaluation of type II diabetes mellitus in facial thermograms	12
Dependence of the heating effect on tissue absorption coefficient during corneal reshaping using different UV lasers: A numerical study	12
Deep learning based smart health monitoring for automated prediction of epileptic seizures using spectral analysis of scalp EEG	12
Stability analysis on the effects of heart rate variability and premature activation of atrial ECG dynamics using ARMAX model	12
How will COVID-19 change how we teach physics, post pandemic?	11
Retinal fundus image classification for diabetic retinopathy using SVM predictions	11
AI-based diagnosis of COVID-19 patients using X-ray scans with stochastic ensemble of CNNs	11
Detection of fetal arrhythmia by adaptive single channel electrocardiogram extraction	11
Commissioning measurements on an Elekta Unity MR-Linac	11
Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea	11
An intelligent epilepsy seizure detection system using adaptive mode decomposition of EEG signals	10
The perceptions of medical physicists towards relevance and impact of artificial intelligence	10
Heart rate variability time domain features in automated prediction of diabetes in rat	10
Total body irradiation in Australia and New Zealand: results of a practice survey	10
Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network	10
Hands-on engineering courses in the COVID-19 pandemic: adapting medical device design for remote learning	10
Gaussian mixture model based clustering of Manual muscle testing grades using surface Electromyogram signals	10
3D printed PLA/copper bowtie antenna for biomedical imaging applications	10
Classification of schizophrenia using general linear model and support vector machine via fNIRS	10
Cuff-less blood pressure estimation from photoplethysmography signal and electrocardiogram	10
Migraine detection from EEG signals using tunable Q-factor wavelet transform and ensemble learning techniques	9
Developing a robust model to predict depth of anesthesia from single channel EEG signal	9
Natural polymer-based hydrogels as prospective tissue equivalent materials for radiation therapy and dosimetry	9
Plan complexity quantification of dual-layer multi-leaf collimator for volumetric modulated arc therapy with Halcyon linac	9
Glioma segmentation with DWI weighted images, conventional anatomical images, and post-contrast enhancement magnetic resonance imaging images by U-Net	9
Determination of the correlation between muscle forces obtained from OpenSim and muscle activities obtained from electromyography in the elderly	9
Investigation of thermal aspects of high-speed drilling of bone by theoretical and experimental approaches	9

Clinical implementation of a Monte Carlo based independent TPS dose checking system	9
A new approach: information gain algorithm-based k-nearest neighbors hybrid diagnostic system for Parkinson’s disease	8
A comparative study of photoplethysmogram and piezoelectric plethysmogram signals	8
Feasibility of using tungsten functional paper as a thin bolus for electron beam radiotherapy	8
Automated segmentation of optic disc using statistical region merging and morphological operations	8
Investigating beam matching for multi-room pencil beam scanning proton therapy	8
Automatic seizure detection using neutrosophic classifier	8
Automatic detection of symmetry plane for computer-aided surgical simulation in craniomaxillofacial surgery	7
Determining tolerance levels for quality assurance of 3D printed bolus for modulated arc radiotherapy of the nose	7
A clarion call to introduce artificial intelligence (AI) in postgraduate medical physics curriculum	7
Combining machine learning and texture analysis to differentiate mediastinal lymph nodes in lung cancer patients	7
ThoraxNet: a 3D U-Net based two-stage framework for OAR segmentation on thoracic CT images	7
Ada-GridRF: A Fast and Automated Adaptive Boost Based Grid Search Optimized Random Forest Ensemble model for Lung Cancer Detection	7
Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation	7
Sources of out-of-field dose in MRgRT: an inter-comparison of measured and Monaco treatment planning system doses for the Elekta Unity MR-linac	7
3-D Gabor-based anisotropic diffusion for speckle noise suppression in dynamic ultrasound images	6
Virtual digital subtraction angiography using multizone patch-based U-Net	6
A deep neural network approach for P300 detection-based BCI using single-channel EEG scalogram images	6
Development of a novel detection method for changes in lung conditions during radiotherapy using a temporal subtraction technique	6
A computer-aided approach for automatic detection of breast masses in digital mammogram via spectral clustering and support vector machine	6
Intraoperative thermal infrared imaging in neurosurgery: machine learning approaches for advanced segmentation of tumors	6
The current status of FLASH particle therapy: a systematic review	6
Potential diagnosis of COVID-19 from chest X-ray and CT findings using semi-supervised learning	6
Accuracy of spectral curves at different phantom sizes and iodine concentrations using dual-source dual-energy computed tomography	6
Automatic glaucoma screening using optic nerve head measurements and random forest classifier on fundus images	6
Evaluation of camera settings for photogrammetric reconstruction of humanoid phantoms for EBRT bolus and HDR surface brachytherapy applications	6
Ensemble of deep capsule neural networks: an application to pediatric pneumonia prediction	5
Repeatability of image features extracted from FET PET in application to post-surgical glioblastoma assessment	5
Automated diagnosis of amyotrophic lateral sclerosis using electromyograms and firefly algorithm based neural networks with fractional position update	5
Interplay effect modeling in stereotactic body radiotherapy treatment of liver cancer using volumetric modulated arc therapy	5
Development of a sit-to-stand assistive device with pressure sensor for elderly and disabled: a feasibility test	5
Will COVID-19 change the way we teach medical physics post pandemic?	5
A review of stereotactic body radiotherapy for the spine	5
Shell properties and concentration stability of acoustofluidic delivery agents	5
In the future all accredited radiotherapy physicists should have a PhD	5
Pathological discrimination of the phonocardiogram signal using the bispectral technique	5
A moving liver phantom in an anthropomorphic thorax for SPECT MP imaging	5
A major depressive disorder diagnosis approach based on EEG signals using dictionary learning and functional connectivity features	5
Report of the ACPSEM radiation oncology medical physics workforce modelling project task group	5
Modeling of interstitial microwave hyperthermia for hepatic tumors using floating sleeve antenna	5
The first real-time intrafraction target position monitoring in pancreas SBRT on an Elekta linear accelerator	5
Multi-stage classification of Alzheimer’s disease from 18F-FDG-PET images using deep learning techniques	4
A dosimetric comparison of CT- and photogrammetry- generated 3D printed HDR brachytherapy surface applicators	4
MIRSIG position paper: the use of image registration and fusion algorithms in radiotherapy	4
Analysis of simultaneous visual and complex neural dynamics during cognitive learning to diagnose ASD	4
Decoupling of bowtie and object effects for beam hardening and scatter artefact reduction in iterative cone-beam CT	4
Technical evaluation of image quality in synthetic mammograms obtained from 15° and 40° digital breast tomosynthesis in a commercial system: a quantitative comparison	4
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	4
Dosimetric characteristics of a thin bolus made of variable shape tungsten rubber for photon radiotherapy	4
A predictive model for cortical bone temperature distribution during drilling	4
Toward automatic reformation at the orbitomeatal line in head computed tomography using object detection algorithm	4
Being certain about uncertainties: a robust evaluation method for high-dose-rate prostate brachytherapy treatment plans including the combination of uncertainties	4
Dosimetric evaluation of a patient-specific 3D-printed oral positioning stent for head-and-neck radiotherapy	4
Clinical implementation of HyperArc	4
An anthropomorphic 3D printed inhomogeneity thorax phantom slab for SBRT commissioning and quality assurance	4
Current status of intra-cranial stereotactic radiotherapy and stereotactic radiosurgery in Australia and New Zealand: key considerations from a workshop and surveys	4
Multi-task semantic segmentation of CT images for COVID-19 infections using DeepLabV3+ based on dilated residual network	4
The value of CT-based radiomics nomogram in differential diagnosis of different histological types of gastric cancer	4
A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images	4
Clinical validation of the Varian Truebeam intra-fraction motion review (IMR) system for prostate treatment guidance	4
Evaluation of magnetic resonance angiography as a possible alternative to rotational angiography or computed tomography angiography for assessing cerebrovascular computational fluid dynamics	4
Investigation of Elekta AQUA software for kilovoltage to megavoltage radiation isocenter coincidence	4
The future of radiotherapy is molecular	3
AF episodes recognition using optimized time-frequency features and cost-sensitive SVM	3
Analysing the effects of metallic biomaterial design and imaging sequences on MRI interpretation challenges due to image artefacts	3
Lifetime radiation-induced sarcoma risk in patients subjected to IMRT or VMAT for uterine cervix carcinoma	3
Identification of attention deficit hyperactivity disorder with deep learning model	3
ACPSEM position paper: the safety of magnetic resonance imaging linear accelerators	3
The single-channel dry electrode SSVEP-based biometric approach: data augmentation techniques against overfitting for RNN-based deep models	3
Comparison of global and local gamma evaluation results using isodose levels	3
Predicting survival after radiosurgery in patients with lung cancer brain metastases using deep learning of radiomics and EGFR status	3
Development of single-channel electroencephalography signal analysis model for real-time drowsiness detection	3
MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study	3
An assessment of the ExacTrac intrafraction imaging capabilities for flattening filter free prostate stereotactic body radiotherapy	3
Evaluation of exposure dose in fetal computed tomography using organ-effective modulation	3
Non-calcified active atherosclerosis plaque detection with 18F-NaF and 18F-FDG PET/CT dynamic imaging	3
Epileptic-seizure onset detection using PARAFAC model with cross-wavelet transformation on multi-channel EEG	3
Intrafraction motion during CyberKnife® prostate SBRT: impact of imaging frequency and patient factors	3
Visualization of blurring process due to analog components in a digital radiography system using a simple method	3
Low dose radiation therapy for COVID-19 pneumonia: brief review of the evidence	3

Radiation exposure of interventional cardiologists during coronary angiography: evaluation by phantom measurement and computer simulation	3
Characterisation of in-room leakage and scattered radiation for the Varian Halcyon linear accelerator	3
The post-COVID future of research conferences should be virtual	3
An automatic approach for heart failure typing based on heart sounds and convolutional recurrent neural networks	3
Automatic detection of Parkinson’s disease from power spectral density of electroencephalography (EEG) signals using deep learning model	3
Graph deep network for optic disc and optic cup segmentation for glaucoma disease using retinal imaging	3
Predictive gamma passing rate of 3D detector array-based volumetric modulated arc therapy quality assurance for prostate cancer via deep learning	3
Comparison of three ultrasonographic examinations on the synovial membrane vascularity of RA patients	3
MarLe: Markerless estimation of head pose for navigated transcranial magnetic stimulation	3
The effect of scan parameters on T1, T2 relaxation times measured with multi-dynamic multi-echo sequence: a phantom study	3
Correlation analysis of CT-based rectal planning dosimetric parameters with in vivo dosimetry of MOSkin and PTW 9112 detectors in Co-60 source HDR intracavitary cervix brachytherapy	3
The effect of arterial cannula tip position on differential hypoxemia during venoarterial extracorporeal membrane oxygenation	3
A direct comparison of the optically stimulated luminescent properties of BeO and Al2O3 for clinical in-vivo dosimetry	3
Performance evaluation of an LED flatbed scanner for triple channel film dosimetry with EBT3 and EBT-XD film	3
Recommendations for simulating and measuring with biofabricated lung equivalent materials based on atomic composition analysis	3
Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review	3
Evaluating the difference in walk patterns among normal-weight and overweight/obese individuals in real-world surfaces using statistical analysis and deep learning methods with inertial measurement un	3
Use of optically stimulated luminescence dosimeter and radiophotoliminescent glass dosimeter for dose measurement in dual-source dual-energy computed tomography	3
Development of a method for treating lower-eyelid carcinomas using superficial high dose rate brachytherapy	2
Inpainting-filtering for metal artifact reduction (IMIF-MAR) in computed tomography	2
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	2
Estimating subjective evaluation of low-contrast resolution using convolutional neural networks	2
Deep learning model fusion improves lung tumor segmentation accuracy across variable training-to-test dataset ratios	2
Development and evaluation of photon-counting Cd0.875Zn0.125Te0.98Se0.02 detector for measuring bone mineral density	2
Noise robust automatic heartbeat classification system using support vector machine and conditional spectral moment	2
Deep learning approaches based improved light weight U-Net with attention module for optic disc segmentation	2
Left ventricle analysis in echocardiographic images using transfer learning	2
Artificial intelligence (AI) will enable improved diagnosis and treatment outcomes	2
Dose calculation of 3D printing lead shield covered by biocompatible silicone for electron beam therapy	2
Sensitivity investigation of open-ended coaxial probe in skin cancer detection	2
Effect of foam insertion in aneurysm sac on flow structures in parent lumen: relating vortex structures with disturbed shear	2
Dose calculation and reporting with a linear Boltzman transport equation solver in vertebral SABR	2
Evaluation of MU2net as an online secondary dose check for MR guided radiation therapy with the Elekta unity MR linac	2
Mammography diagnostic reference levels in Western Australia	2
Patient hospitalisation for radionuclide therapy should be the exception and not the norm	2
Effect of table height displacement and patient center deviation on size-specific dose estimates calculated from computed tomography localizer radiographs	2
Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures	2
Computer simulations can replace in-vivo experiments for implantable medical devices	2
Dose assessment for daily cone-beam CT in lung radiotherapy patients and its combination with treatment planning	2
Effects of illuminance intensity on the green channel of remote photoplethysmography (rPPG) signals	2
Acoustic and ultrasonographic characterization of polychloroprene, beeswax, and carbomer-gel to mimic soft-tissue for diagnostic ultrasound	2
Citations equals research quality? If you agree then don’t cite this stupid, totally terrible article	2
Image masking using convolutional networks improves performance classification of radiation pneumonitis for non-small cell lung cancer	2
Phenomenological characterization of blood’s intermediate shear rate: a new concept for hemorheology	2
A deep learning nomogram of continuous glucose monitoring data for the risk prediction of diabetic retinopathy in type 2 diabetes	2
Influence of field of view size and reconstruction methods on single-energy metal artifact reduction: a phantom study	2
Combined clustered scan-based metal artifact reduction algorithm (CCS-MAR) for ultrasound-guided cardiac radioablation	2
A systematic review of volumetric image guidance in proton therapy	2
Effect of scanner lens on lateral response artefact in radiochromic film dosimetry	2
A mechatronics data collection, image processing, and deep learning platform for clinical posture analysis: a technical note	2
Organ dose from Varian XI and Varian OBI systems are clinically comparable for pelvic CBCT imaging	2
Radiomics analysis of bone marrow biopsy locations in [18F]FDG PET/CT images for measurable residual disease assessment in multiple myeloma	2
Evaluation and assessment of clique arrangements for the estimation of omnipolar electrograms in high density electrode arrays: an experimental animal model study	2
Recurrence prediction with local binary pattern-based dosiomics in patients with head and neck squamous cell carcinoma	2
Practical beam steering of X-ray beams on Elekta accelerators: The effect of focal spot alignment on beam (symmetry and position) and radiation isocentre (size and position)	2
Intercomparison of S-Factor values calculated in Zubal voxelized phantom for eleven radionuclides commonly used in targeted prostate cancer therapy	2
Assessing the suitability of a two-dimensional array for routine quality assurance checks of flatness and symmetry	2
Decision support system for breast lesions via dynamic contrast enhanced magnetic resonance imaging	2
Automatic identification of epileptic seizures using volume of phase space representation	2
Dosimetry investigation of a prototype of 169Yb seed brachytherapy for use in circular stapler	2
Heartbeat detector from ECG and PPG signals based on wavelet transform and upper envelopes	2
Verhulst map measures: new biomarkers for heart rate classification	2
Automatic classification of brain magnetic resonance images with hypercolumn deep features and machine learning	2
Collection and analysis of photon beam data for Varian C-series linear accelerators: a potential reference beam data set	2
Kilovoltage therapy is well and truly alive and needed in a modern radiotherapy centre	2
In the future simulations will replace clinical trials	2
Synthetic cranial MRI from 3D optical surface scans using deep learning for radiation therapy treatment planning	2
ACTNet: asymmetric convolutional transformer network for diabetic foot ulcers classification	2
Inadequate object positioning and improvement of automatic exposure control system calculations based on an empirical algorithm	2
An effective brain connectivity technique to predict repetitive transcranial magnetic stimulation outcome for major depressive disorder patients using EEG signals	2
ThoraciNet: thoracic abnormality detection and disease classification using fusion DCNNs	2
In the future, ultrasound guidance in radiotherapy will become a clinical standard	2
Evaluation of radiation exposure to operators of portable hand-held dental X-ray units	2
A novel in silico Nuss procedure for pectus excavatum patients	2
A phantom for testing Cone Beam CTs	2
Assessment of dosimetric leaf gap correction factor in Mobius3D commissioning affected by couch top	2
An iterative algorithm for computing gradient directions for white matter fascicles detection in brain MRI	2
Classification of brain electrophysiological changes in response to colour stimuli	2
MRI image synthesis for fluid-attenuated inversion recovery and diffusion-weighted images with deep learning	2
Performance analyses of five neural network classifiers on nodule classification in lung CT images using WEKA: a comparative study	2
Hardware-efficient auto-reconfigurable hearing aids using 3-level octave interpolated filters for auditory compensation applications	2
Novel method for evaluating spatial resolution of magnetic resonance images	2
Quality improvement of images with metal artifact reduction using a noise recovery technique in computed tomography	1
A dosimetric comparison of flattening filter free and conventional VMAT treatments for some common cancer sites	1
Phantom and clinical evaluation of Block Sequential Regularized Expectation Maximization (BSREM) reconstruction algorithm in 68Ga-PSMA PET-CT studies	1
Detection of stage of lung changes in COVID-19 disease based on CT images: a radiomics approach	1
Comparing log file to measurement-based patient-specific quality assurance	1
Status of medical physics education and training in AFOMP region	1
Evaluation of intrafractional prostate displacement during prostate radiotherapy using real-time ultrasound system	1
A novel TPS toolkit to assess correlation between transit fluence dosimetry and DVH metrics for adaptive head and neck radiotherapy	1
A structure-based gamma evaluation method for identifying clinically relevant dose differences in organs at risk	1
Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning	1
Characteristics of inverse gamma histograms	1
Can magnetic resonance imaging after cranioplasty using titanium mesh detect brain tumors?	1
Real-time in vivo dose measurement using ruby-based fibre optic dosimetry during internal radiation therapy	1