Dentomaxillofacial Radiology

Article	Citations
Automatic diagnosis for cysts and tumors of both jaws on panoramic radiographs using a deep convolution neural network	83
Cone beam computed tomography in dentomaxillofacial radiology: a two-decade overview	62
Cervical vertebral maturation assessment on lateral cephalometric radiographs using artificial intelligence: comparison of machine learning classifier models	56
Artificial intelligence in oral and maxillofacial radiology: what is currently possible?	55
Artificial intelligence system for automatic deciduous tooth detection and numbering in panoramic radiographs	46
Current applications and development of artificial intelligence for digital dental radiography	40
Ultrasonography for diagnosis of peri-implant diseases and conditions: a detailed scanning protocol and case demonstration	36
Deep learning for automated detection and numbering of permanent teeth on panoramic images	33
Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs	31
Refined tooth and pulp segmentation using U-Net in CBCT image	27
Discovering a new anatomy: exploration of oral mucosa with ultra-high frequency ultrasound	23
Personalized dental medicine, artificial intelligence, and their relevance for dentomaxillofacial imaging	23
Performance of deep learning models constructed using panoramic radiographs from two hospitals to diagnose fractures of the mandibular condyle	22
Integration of imaging modalities in digital dental workflows - possibilities, limitations, and potential future developments	22
Assessment of dental age estimation methods applied to Brazilian children: a systematic review and meta-analysis	21
Do various imaging modalities provide potential early detection and diagnosis of medication-related osteonecrosis of the jaw? A review	21
Two decades of research on CBCT imaging in DMFR – an appraisal of scientific evidence	20
Panoramic versus CBCT used to reduce inferior alveolar nerve paresthesia after third molar extractions: a systematic review and meta-analysis	20
Computer tomographic differential diagnosis of ameloblastoma and odontogenic keratocyst: classification using a convolutional neural network	18
Application of deep learning in teeth identification tasks on panoramic radiographs	18
Artificial intelligence-based cephalometric landmark annotation and measurements according to Arnett’s analysis: can we trust a bot to do that?	18
Influence of windowing and metal artefact reduction algorithms on the volumetric dimensions of five different high-density materials: a cone-beam CT study	17
Mandibular cortical index in the screening of postmenopausal at low mineral density risk: a systematic review	17
Influence of CBCT-based volumetric distortion and beam hardening artefacts on the assessment of root canal filling quality in isthmus-containing molars	17
Great potential of ultrasound elastography for the assessment of the masseter muscle in patients with temporomandibular disorders. A systematic review	17

Infrared thermography assessment of patients with temporomandibular disorders	17
The histogram analysis of apparent diffusion coefficient in differential diagnosis of parotid tumor	16
Evaluation of metal artefacts for two CBCT devices with a new dental arch phantom	16
Diagnostic accuracy of panoramic radiography and ultrasonography in detecting periapical lesions using periapical radiography as a gold standard	16
Performance of deep learning object detection technology in the detection and diagnosis of maxillary sinus lesions on panoramic radiographs	16
Comparison of CBCT with different voxel sizes and intraoral scanner for detection of periodontal defects: an in vitro study	15
Segmentation of metastatic cervical lymph nodes from CT images of oral cancers using deep-learning technology	15
Can gray values be converted to Hounsfield units? A systematic review	15
Through the quality kaleidoscope: reflections on research in dentomaxillofacial imaging	14
Can diagnostic changes caused by cone beam computed tomography alter the clinical decision in impacted lower third molar treatment plan?	13
Assessment of inflammatory jaw pathologies using bone SPECT/CT maximum standardized uptake value	13
Radiographic modalities for diagnosis of caries in a historical perspective: from film to machine-intelligence supported systems	13
Development and validation of an MRI-based radiomics nomogram for distinguishing Warthin’s tumour from pleomorphic adenomas of the parotid gland	13
Attitude of Brazilian dentists and dental students regarding the future role of artificial intelligence in oral radiology: a multicenter survey	13
A review on the application of deep learning for CT reconstruction, bone segmentation and surgical planning in oral and maxillofacial surgery	13
Familial florid cemento-osseous dysplasia: a report of three cases and review of the literature	13
Accuracy of high-resolution ultrasound (US) for gingival soft tissue thickness mesurement in edentulous patients prior to implant placement	12
Diagnosis of cracked teeth using cone-beam computed tomography: literature review and clinical experience	12
Comparison of five convolutional neural networks for predicting osteoporosis based on mandibular cortical index on panoramic radiographs	12
CBCT in dental age estimation: A systematic review and meta analysis	12
Reliability and accuracy of segmentation of mandibular condyles from different three-dimensional imaging modalities: a systematic review	12
Radiological features of central giant cell granuloma: comparative study of 7 cases and literature review	12
Magnetic resonance imaging artifacts produced by dental implants with different geometries	12
Validity of micro-CT for in vitro caries detection: a systematic review and meta-analysis	12
High-resolution ultrasonography of gingival biomarkers for periodontal diagnosis in healthy and diseased subjects	11
Automatic detection of anteriorly displaced temporomandibular joint discs on magnetic resonance images using a deep learning algorithm	11
An extensive sclerosing odontogenic carcinoma in mandible: a case report and literature review	11
The role of stationary intraoral tomosynthesis in reducing proximal overlap in bitewing radiography	11
Challenges in oral radiology teaching during COVID-19 pandemic	11
Automatic segmentation of the temporomandibular joint disc on magnetic resonance images using a deep learning technique	11
Establishment of national diagnostic reference levels in dental cone beam computed tomography in Switzerland	11
The effect of a deep-learning tool on dentists’ performances in detecting apical radiolucencies on periapical radiographs	11
Examination of new parameters for sex determination of mandible using Japanese computer tomography data	11
Evaluation of a low-dose protocol for cone beam computed tomography of the temporomandibular joint	11
The interaction of obesity and craniofacial deformity in obstructive sleep apnea	10
Peripheral nerve blocks in the cervical region: from anatomy to ultrasound-guided techniques	10
Development of a model of soft tissue simulation using ballistic gelatin for CBCT acquisitions related to dentomaxillofacial radiology research	10
Computed tomography imaging superimposition protocols to assess outcomes in orthognathic surgery: a systematic review with comprehensive recommendations	10
Parotid gland tumors: comparison of conventional and diffusion-weighted MRI findings with histopathological results	10
Analysis of medication-related osteonecrosis of the jaw with bone SPECT/CT: relationship between patient characteristics and maximum standardized uptake value	10
Application of panoramic radiography with a multilayer imaging program for detecting proximal caries: a preliminary clinical study	10
CBCT image artefacts generated by implants located inside the field of view or in the exomass	10
Radiobiological risks following dentomaxillofacial imaging: should we be concerned?	10
Automated detection of dental restorations using deep learning on panoramic radiographs	10
Artificial intelligence and infrared thermography as auxiliary tools in the diagnosis of temporomandibular disorder	10
Head motion and perception of discomfort by young children during simulated CBCT examinations	9
Performance of a convolutional neural network algorithm for tooth detection and numbering on periapical radiographs	9
A review of dental cone-beam CT dose conversion coefficients	9
Comparison of radiographical characteristics and diagnostic accuracy of intraosseous jaw lesions on panoramic radiographs and CBCT	9
Stafne’s bone cyst revisited and renamed: the benign mandibular concavity	9

Increased rate of pseudarthrosis in the anterior intersegmental gap after mandibular reconstruction with fibula free flaps: a volumetric analysis	9
Carcinoma ex pleomorphic adenoma of major salivary glands: CT and MR imaging findings	9
Artifacts in magnetic resonance imaging caused by dental materials: a systematic review	8
Comparison of surface- and voxel-based registration on the mandibular ramus for long-term three-dimensional assessment of condylar remodelling following orthognathic surgery	8
Mandibular radiomorphometric parameters of women with cemento-osseous dysplasia	8
Detection of vertical root fractures by cone-beam computed tomography based on deep learning	8
Deep learning-based identification of mesiodens using automatic maxillary anterior region estimation in panoramic radiography of children	8
An analysis of patient dose received during cone-beam computed tomography in relation to scan settings and imaging indications as seen in a dental institution in order to establish institutional diagn	8
A 5 years follow-up for ischemic cardiac outcomes in patients with carotid artery calcification on panoramic radiographs confirmed by doppler ultrasonography in Turkish population	8
Ultrasound in the diagnosis of parotid duct obstruction not caused by sialolithiasis: diagnostic value in reference to direct visualization with sialendoscopy	7
Computer-aided diagnosis system for osteoporosis based on quantitative evaluation of mandibular lower border porosity using panoramic radiographs	7
Multi-class deep learning segmentation and automated measurements in periodontal sonograms of a porcine model	7
Distortion or magnification? An in vitro cone-beam CT study of dimensional changes of objects with different compositions	7
Quantitative analysis of metal artefacts of dental implant in CBCT image by correlation analysis to micro-CT: A microstructural study	7
Near-infrared reflection at 780 nm for detection of early proximal caries in posterior permanent teeth in vitro	7
Is jaw fractal dimension a reliable biomarker for osteoporosis screening? A systematic review and meta-analysis of diagnostic test accuracy studies	7
Diagnostic efficacy of CBCT, MRI and CBCT–MRI fused images in determining anterior disc displacement and bone changes of temporomandibular joint	7
The way we were (and how we got here): fifty years of technology changes in dental and maxillofacial radiology	7
CBCT influences endodontic therapeutic decision-making in immature traumatized teeth with suspected pulp necrosis: a before-after study	7
Middle mesial root canals in mandibular molars: prevalence and correlation to anatomical aspects based on CBCT imaging	6
MR lymphography with superparamagnetic iron oxide for sentinel lymph node mapping of N0 early oral cancer: A pilot study	6
Benefits of using a photostimulable phosphor plate protective device	6
Development and validation of a new formula for sex estimation based on multislice computed tomographic measurements of maxillary and frontal sinuses among Brazilian adults	6
Frontal sinuses as tools for human identification: a systematic review of imaging methods	6
Assessment of Hounsfield unit in the differential diagnosis of odontogenic cysts	6
Impact of cone beam CT on diagnosis of external cervical resorption: the severity of resorption assessed in periapical radiographs and cone beam CT. A prospective clinical study	6
Dental MRI—only a future vision or standard of care? A literature review on current indications and applications of MRI in dentistry	6
A semi-automatic approach for longitudinal 3D upper airway analysis using voxel-based registration	6
Does the addition of a lead foil to digital radiographic receptors influence image contrast and approximal caries lesions diagnosis?	6
In vivo three-dimensional mandibular kinematics and functional point trajectories during temporomandibular activities using 3d fluoroscopy	6
Osteoporosis screening support system from panoramic radiographs using deep learning by convolutional neural network	5
A fully automated method of human identification based on dental panoramic radiographs using a convolutional neural network	5
A simple graded bite block for dynamic magnetic resonance imaging of the temporomandibular joint	5
Effect of field of view (FOV) positioning and shielding on radiation dose in paediatric CBCT	5
Artificial intelligence system for automated landmark localization and analysis of cephalometry	5
Ex-vivo imaging of buccal and oral periodontal bone with low-dose CBCT in porcine jaws	5
Convolutional neural network-based automatic cervical vertebral maturation classification method	5
Quantitative assessment of artefacts and identification of gaps in prosthetic crowns: a comparative in vitro study between periapical radiography and CBCT images	5
Detection of the separated root canal instrument on panoramic radiograph: a comparison of LSTM and CNN deep learning methods	5
Apparent diffusion coefficient agreement and reliability using different region of interest methods for the evaluation of head and neck cancer post chemo-radiotherapy	5
Accuracy of three-dimensional photogrammetry and cone beam computed tomography based on linear measurements in patients with facial deformities	5
Comparison of diagnosis of cracked tooth using contrast-enhanced CBCT and micro-CT	5
Synthetic magnetic resonance imaging for quantitative parameter evaluation of temporomandibular joint disorders	5
Fractal analysis of the trabecular bone pattern in the presence/absence of metal artifact–producing objects: Comparison of cone-beam computed tomography with panoramic and periapical radiography	5
Influence of size of field of view (FOV), position within the FOV, and scanning mode on the detection of root fracture and observer’s perception of artifacts in CBCT images	5
Three-dimensional verification of the radiographic visibility of the root pulp used for forensic age estimation in mandibular third molars	5
Primary clinical study of radiomics for diagnosing simple bone cyst of the jaw	5
Revisiting dynamic range and image enhancement ability of contemporary digital radiographic systems	5
MRI for the display of autologous onlay bone grafts during early healing—an experimental study	5
The applicability of ultrasound in the diagnosis of inflammatory and obstructive diseases of the major salivary glands: a scoping review	5
Improvement of bone-erosive temporomandibular joint (TMJ) abnormalities in adolescents undergoing non-surgical treatment: a longitudinal study	5
Detection of unilateral and bilateral cleft alveolus on panoramic radiographs using a deep-learning system	5
Magnetic resonance imaging texture analysis in the quantitative evaluation of acute osteomyelitis of the mandibular bone	5
Scatter-to-primary ratio in dentomaxillofacial cone-beam CT: effect of field of view and beam energy	5
An investigation into dose optimisation for imaging root canal anatomy using cone beam CT	5
Accuracy of MRI, CT, and Ultrasound imaging on thickness and depth of oral primary carcinomas invasion: a systematic review	4
Applications of artificial intelligence in the analysis of dental panoramic radiographs: an overview of systematic reviews	4
An anthropomorphic maxillofacial phantom using 3-dimensional printing, polyurethane rubber and epoxy resin for dental imaging and dosimetry	4
MRI-based observation of the size and morphology of temporomandibular joint articular disc and condyle in young asymptomatic adults	4
Effect of computer-assisted-learning and simulation clinics on dental students’ cognitive and performance skills: panoramic image errors related to patient’s head position	4
Accuracy of three cone-beam CT devices and two software systems in the detection of vertical root fractures	4
Impact of double reading on NI-RADS diagnostic accuracy in reporting oral squamous cell carcinoma surveillance imaging – a single-center study	4
The correlation between the three-dimensional radiolucency area around the crown of impacted maxillary canines and dentigerous cysts	4
Differentiation of cystic lesions in the jaw by conventional magnetic resonance imaging and diffusion-weighted imaging	4
Radiomics in bone pathology of the jaws	4
Proton pump inhibitors and mandibular bone quality: A preliminary study	4
Relationship between CNR and visibility of anatomical structures of cone-beam computed tomography images under different exposure parameters	4
Factors affecting interpretation of dental radiographs	4
A systematic review on diagnostic test accuracy of magnetic resonance neurography versus clinical neurosensory assessment for post-traumatic trigeminal neuropathy in patients reporting neurosensory di	4
Effect of differences in pixel size on image characteristics of digital intraoral radiographic systems: a physical and visual evaluation	4
Radiographic features in 2D imaging as predictors for justified CBCT examinations of canine-induced root resorption	4
MRI features of different types of sinonasan rhabdomyosarcomas: a series of eleven cases	4
Comparison of carotid artery calcification between stroke and nonstroke patients using CT angiographic and panoramic images	4
Evaluation of different teaching methods in the radiographic diagnosis of proximal carious lesions	4
Effects of hyperlipidemia on trabecular and cortical structures of the mandible	4
An ultrasound protocol for temporomandibular joint in juvenile idiopathic arthritis: a pilot study	4
Estimation of the radiation dose for dental spectral cone-beam CT	4
Influence of artefacts generated by titanium and zirconium implants in the study of trabecular bone architecture in cone-beam CT images	4
Comparison of CBCT and panoramic radiography for the assessment of bone loss and root resorption on the second molar associated with third molar impaction: a systematic review	4
Value of contrast-enhanced ultrasound in predicting early lymph-node metastasis in oral cancer	3

In vitro comparison of high-definition US, CBCT and periapical radiography in the diagnosis of proximal and recurrent caries	3
Can exposure to panoramic radiographs induce genotoxic effects on the oral epithelium? A systematic review with meta-analysis	3
Metal artefact reduction in the oral cavity using deep learning reconstruction algorithm in ultra-high-resolution computed tomography: a phantom study	3
In vitro comparison of two types of digital X-ray sensors for proximal caries detection validated by micro-computed tomography	3
Parotid gland evaluation of menopausal women with xerostomia using the iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL-IQ) method of MRI: a pilot study	3
Local cone beam CT: how did it all start?	3
The association between carotid calcium on dental panoramic radiographs and coronary calcium score on chest computerized tomography	3
Sonographic features of various dental materials and foreign bodies	3
Application of integrated positron emission tomography/magnetic resonance imaging in evaluating the prognostic factors of head and neck squamous cell carcinoma with positron emission tomography, diffu	3
Correlation of dynamic contrast-enhanced bone perfusion with morphologic ultra-short echo time MR imaging in medication-related osteonecrosis of the jaw	3
Trans-lymphatic contrast-enhanced ultrasound with sentinel lymph node biopsy for detecting cervical skip metastasis to lymph nodes in early-stage oral tongue squamous cell carcinoma	3
Prevalence of chondrocalcinosis in the temporomandibular joint in patients with chondrocalcinosis of the knee or wrist	3
The role of deep learning for periapical lesion detection on panoramic radiographs	3
Is it possible to estimate volume of bone defects formed on dry sheep mandibles more practically by secondarily reconstructing section thickness of cone beam computed tomography images?	3
Evaluation of the compatibility of C2, C3, and C4 fractal dimension values with hand-wrist and cervical vertebra maturation methods in determining skeletal maturation	3
Positioning accuracy assessment of minimally invasive percutaneous injection techniques for the treatment of temporomandibular disorders	3
Evaluation of furcation involvement with diagnostic imaging methods: a systematic review	3
Viewing patterns regarding panoramic radiographs with different pathological lesions: an eye-tracking study	3
Appropriateness of standard cephalometric norms for the assessment of dentofacial characteristics in patients with cleidocranial dysplasia	3
A miniaturized ultrasound transducer for monitoring full-mouth oral health: a preliminary study	3
Analysis of the deterioration of photostimulable phosphor plates	3
Calcifying odontogenic cysts: A 20-year retrospective clinical and radiological review	3
Improved scan method for dental imaging using multidetector computed tomography: a phantom study	3
Current trends in dentomaxillofacial research – what is just hype, what has potential impact?	3
Diagnostic image quality of hand-held and wall-mounted X-ray devices in bitewing radiography: a non-inferiority clinical trial	3