Dentomaxillofacial Radiology

Article	Citations
Automatic diagnosis for cysts and tumors of both jaws on panoramic radiographs using a deep convolution neural network	97
Cone beam computed tomography in dentomaxillofacial radiology: a two-decade overview	76
Artificial intelligence in oral and maxillofacial radiology: what is currently possible?	72
Artificial intelligence system for automatic deciduous tooth detection and numbering in panoramic radiographs	57
Current applications and development of artificial intelligence for digital dental radiography	54
Deep learning for automated detection and numbering of permanent teeth on panoramic images	41
Refined tooth and pulp segmentation using U-Net in CBCT image	40
Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs	38
Integration of imaging modalities in digital dental workflows - possibilities, limitations, and potential future developments	33
Personalized dental medicine, artificial intelligence, and their relevance for dentomaxillofacial imaging	30
Two decades of research on CBCT imaging in DMFR – an appraisal of scientific evidence	29
Performance of deep learning models constructed using panoramic radiographs from two hospitals to diagnose fractures of the mandibular condyle	28
Assessment of dental age estimation methods applied to Brazilian children: a systematic review and meta-analysis	24
Influence of windowing and metal artefact reduction algorithms on the volumetric dimensions of five different high-density materials: a cone-beam CT study	24
Computer tomographic differential diagnosis of ameloblastoma and odontogenic keratocyst: classification using a convolutional neural network	23
Radiographic modalities for diagnosis of caries in a historical perspective: from film to machine-intelligence supported systems	22
Do various imaging modalities provide potential early detection and diagnosis of medication-related osteonecrosis of the jaw? A review	22
Application of deep learning in teeth identification tasks on panoramic radiographs	22
Mandibular cortical index in the screening of postmenopausal at low mineral density risk: a systematic review	21
Influence of CBCT-based volumetric distortion and beam hardening artefacts on the assessment of root canal filling quality in isthmus-containing molars	20
Great potential of ultrasound elastography for the assessment of the masseter muscle in patients with temporomandibular disorders. A systematic review	20
Artificial intelligence-based cephalometric landmark annotation and measurements according to Arnett’s analysis: can we trust a bot to do that?	20
A review on the application of deep learning for CT reconstruction, bone segmentation and surgical planning in oral and maxillofacial surgery	19
Attitude of Brazilian dentists and dental students regarding the future role of artificial intelligence in oral radiology: a multicenter survey	19
Parotid gland tumors: comparison of conventional and diffusion-weighted MRI findings with histopathological results	18

Can gray values be converted to Hounsfield units? A systematic review	18
Development and validation of an MRI-based radiomics nomogram for distinguishing Warthin’s tumour from pleomorphic adenomas of the parotid gland	18
Radiological features of central giant cell granuloma: comparative study of 7 cases and literature review	18
Segmentation of metastatic cervical lymph nodes from CT images of oral cancers using deep-learning technology	18
Computed tomography imaging superimposition protocols to assess outcomes in orthognathic surgery: a systematic review with comprehensive recommendations	17
The effect of a deep-learning tool on dentists’ performances in detecting apical radiolucencies on periapical radiographs	16
Performance of a convolutional neural network algorithm for tooth detection and numbering on periapical radiographs	16
Comparison of five convolutional neural networks for predicting osteoporosis based on mandibular cortical index on panoramic radiographs	16
CBCT in dental age estimation: A systematic review and meta analysis	16
Assessment of inflammatory jaw pathologies using bone SPECT/CT maximum standardized uptake value	16
Automatic segmentation of the temporomandibular joint disc on magnetic resonance images using a deep learning technique	16
High-resolution ultrasonography of gingival biomarkers for periodontal diagnosis in healthy and diseased subjects	15
Deep learning-based identification of mesiodens using automatic maxillary anterior region estimation in panoramic radiography of children	15
Can diagnostic changes caused by cone beam computed tomography alter the clinical decision in impacted lower third molar treatment plan?	14
Automatic detection of anteriorly displaced temporomandibular joint discs on magnetic resonance images using a deep learning algorithm	14
CBCT image artefacts generated by implants located inside the field of view or in the exomass	14
Peripheral nerve blocks in the cervical region: from anatomy to ultrasound-guided techniques	13
Familial florid cemento-osseous dysplasia: a report of three cases and review of the literature	13
Osteoporosis screening support system from panoramic radiographs using deep learning by convolutional neural network	13
Accuracy of high-resolution ultrasound (US) for gingival soft tissue thickness mesurement in edentulous patients prior to implant placement	13
Analysis of medication-related osteonecrosis of the jaw with bone SPECT/CT: relationship between patient characteristics and maximum standardized uptake value	13
The interaction of obesity and craniofacial deformity in obstructive sleep apnea	12
Radiobiological risks following dentomaxillofacial imaging: should we be concerned?	12
Automated detection of dental restorations using deep learning on panoramic radiographs	12
A review of dental cone-beam CT dose conversion coefficients	12
The role of stationary intraoral tomosynthesis in reducing proximal overlap in bitewing radiography	12
Comparison of surface- and voxel-based registration on the mandibular ramus for long-term three-dimensional assessment of condylar remodelling following orthognathic surgery	12
Development of a model of soft tissue simulation using ballistic gelatin for CBCT acquisitions related to dentomaxillofacial radiology research	12
Magnetic resonance imaging artifacts produced by dental implants with different geometries	12
Dental MRI—only a future vision or standard of care? A literature review on current indications and applications of MRI in dentistry	12
Comparison of radiographical characteristics and diagnostic accuracy of intraosseous jaw lesions on panoramic radiographs and CBCT	12
Artificial intelligence and infrared thermography as auxiliary tools in the diagnosis of temporomandibular disorder	12
Diagnosis of cracked teeth using cone-beam computed tomography: literature review and clinical experience	11
Application of panoramic radiography with a multilayer imaging program for detecting proximal caries: a preliminary clinical study	11
Detection of vertical root fractures by cone-beam computed tomography based on deep learning	11
Increased rate of pseudarthrosis in the anterior intersegmental gap after mandibular reconstruction with fibula free flaps: a volumetric analysis	11
Carcinoma ex pleomorphic adenoma of major salivary glands: CT and MR imaging findings	11
Diagnostic efficacy of CBCT, MRI and CBCT–MRI fused images in determining anterior disc displacement and bone changes of temporomandibular joint	10
Is jaw fractal dimension a reliable biomarker for osteoporosis screening? A systematic review and meta-analysis of diagnostic test accuracy studies	10
Frontal sinuses as tools for human identification: a systematic review of imaging methods	10
Head motion and perception of discomfort by young children during simulated CBCT examinations	10
Near-infrared reflection at 780 nm for detection of early proximal caries in posterior permanent teeth in vitro	9
Development and validation of a new formula for sex estimation based on multislice computed tomographic measurements of maxillary and frontal sinuses among Brazilian adults	9
A semi-automatic approach for longitudinal 3D upper airway analysis using voxel-based registration	9
Convolutional neural network-based automatic cervical vertebral maturation classification method	9
Artifacts in magnetic resonance imaging caused by dental materials: a systematic review	9
Effect of field of view (FOV) positioning and shielding on radiation dose in paediatric CBCT	9
Scatter-to-primary ratio in dentomaxillofacial cone-beam CT: effect of field of view and beam energy	9
The role of deep learning for periapical lesion detection on panoramic radiographs	9
Distortion or magnification? An in vitro cone-beam CT study of dimensional changes of objects with different compositions	8

Applications of artificial intelligence in the analysis of dental panoramic radiographs: an overview of systematic reviews	8
Artificial intelligence system for automated landmark localization and analysis of cephalometry	8
Multi-class deep learning segmentation and automated measurements in periodontal sonograms of a porcine model	8
Radiomics in bone pathology of the jaws	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
Comparison of deep learning methods for the radiographic detection of patients with different periodontitis stages	8
Detection of the separated root canal instrument on panoramic radiograph: a comparison of LSTM and CNN deep learning methods	8
A unique artificial intelligence-based tool for automated CBCT segmentation of mandibular incisive canal	8
Magnetic resonance imaging texture analysis in the quantitative evaluation of acute osteomyelitis of the mandibular bone	7
CBCT influences endodontic therapeutic decision-making in immature traumatized teeth with suspected pulp necrosis: a before-after study	7
Factors affecting interpretation of dental radiographs	7
Middle mesial root canals in mandibular molars: prevalence and correlation to anatomical aspects based on CBCT imaging	7
Ex-vivo imaging of buccal and oral periodontal bone with low-dose CBCT in porcine jaws	7
Accuracy of MRI, CT, and Ultrasound imaging on thickness and depth of oral primary carcinomas invasion: a systematic review	7
Effects of hyperlipidemia on trabecular and cortical structures of the mandible	7
Benefits of using a photostimulable phosphor plate protective device	7
Quantitative analysis of metal artefacts of dental implant in CBCT image by correlation analysis to micro-CT: A microstructural study	7
In vitro comparison of high-definition US, CBCT and periapical radiography in the diagnosis of proximal and recurrent caries	7
Ultrasound in the diagnosis of parotid duct obstruction not caused by sialolithiasis: diagnostic value in reference to direct visualization with sialendoscopy	7
Comparison of diagnosis of cracked tooth using contrast-enhanced CBCT and micro-CT	7
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	7
Assessment of Hounsfield unit in the differential diagnosis of odontogenic cysts	7
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	6
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	6
Zirconia implants interfere with the evaluation of peri-implant bone defects in cone beam computed tomography (CBCT) images even with artifact reduction, a pilot study	6
Comparison of subjective image analysis and effective dose between low-dose cone-beam computed tomography machines	6
A fully automated method of human identification based on dental panoramic radiographs using a convolutional neural network	6
An ultrasound protocol for temporomandibular joint in juvenile idiopathic arthritis: a pilot study	6
A simple graded bite block for dynamic magnetic resonance imaging of the temporomandibular joint	6
Influence of artefacts generated by titanium and zirconium implants in the study of trabecular bone architecture in cone-beam CT images	6
In vivo three-dimensional mandibular kinematics and functional point trajectories during temporomandibular activities using 3d fluoroscopy	6
Quantitative assessment of artefacts and identification of gaps in prosthetic crowns: a comparative in vitro study between periapical radiography and CBCT images	6
Primary clinical study of radiomics for diagnosing simple bone cyst of the jaw	6
Revisiting dynamic range and image enhancement ability of contemporary digital radiographic systems	6
MR lymphography with superparamagnetic iron oxide for sentinel lymph node mapping of N0 early oral cancer: A pilot study	6
Estimation of the radiation dose for dental spectral cone-beam CT	6
Radiographic features in 2D imaging as predictors for justified CBCT examinations of canine-induced root resorption	6
Evaluation of furcation involvement with diagnostic imaging methods: a systematic review	6
Evaluation of different teaching methods in the radiographic diagnosis of proximal carious lesions	6
Proton pump inhibitors and mandibular bone quality: A preliminary study	6
An anthropomorphic maxillofacial phantom using 3-dimensional printing, polyurethane rubber and epoxy resin for dental imaging and dosimetry	6
Age estimation based on 3D pulp segmentation of first molars from CBCT images using U-Net	6
MRI features of different types of sinonasan rhabdomyosarcomas: a series of eleven cases	5
Refinement of image quality in panoramic radiography using a generative adversarial network	5
Viewing patterns regarding panoramic radiographs with different pathological lesions: an eye-tracking study	5
MRI-based observation of the size and morphology of temporomandibular joint articular disc and condyle in young asymptomatic adults	5
The applicability of ultrasound in the diagnosis of inflammatory and obstructive diseases of the major salivary glands: a scoping review	5
Detection and classification of mandibular fractures in panoramic radiography using artificial intelligence	5
Diagnostic application of intraoral ultrasonography to assess furcation involvement in mandibular first molars	5
Comparison of carotid artery calcification between stroke and nonstroke patients using CT angiographic and panoramic images	5
In vitro comparison of two types of digital X-ray sensors for proximal caries detection validated by micro-computed tomography	5
The relationship of masseter muscle thickness with face morphology and parafunctional habits: an ultrasound study	5
Accuracy of three cone-beam CT devices and two software systems in the detection of vertical root fractures	5
Detection of unilateral and bilateral cleft alveolus on panoramic radiographs using a deep-learning system	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
Differentiation of cystic lesions in the jaw by conventional magnetic resonance imaging and diffusion-weighted imaging	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
Can exposure to panoramic radiographs induce genotoxic effects on the oral epithelium? A systematic review with meta-analysis	5
Synthetic magnetic resonance imaging for quantitative parameter evaluation of temporomandibular joint disorders	5
Influence of head positioning during cone-beam CT imaging on the accuracy of virtual 3D models	5
Automated detection of cephalometric landmarks using deep neural patchworks	4
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	4
A miniaturized ultrasound transducer for monitoring full-mouth oral health: a preliminary study	4
Evaluation of the compatibility of C2, C3, and C4 fractal dimension values with hand-wrist and cervical vertebra maturation methods in determining skeletal maturation	4
Monitoring cone-beam CT radiation dose levels in a University Hospital	4
MRI-based cephalometrics: a scoping review of current insights and future perspectives	4
Diagnostic image quality of hand-held and wall-mounted X-ray devices in bitewing radiography: a non-inferiority clinical trial	4
Positioning accuracy assessment of minimally invasive percutaneous injection techniques for the treatment of temporomandibular disorders	4
Synthetic MRI for the quantitative and morphologic assessment of head and neck tumors: a preliminary study	4
Metal artefact reduction in the oral cavity using deep learning reconstruction algorithm in ultra-high-resolution computed tomography: a phantom study	4
Correlation between the three-dimensional maxillomandibular complex parameters and pharyngeal airway dimensions in different sagittal and vertical malocclusions	4
Enhanced CT-based texture analysis and radiomics score for differentiation of pleomorphic adenoma, basal cell adenoma, and Warthin tumor of the parotid gland	4
The magnetic resonance imaging characteristics of radicular cysts and granulomas	4
Impact of double reading on NI-RADS diagnostic accuracy in reporting oral squamous cell carcinoma surveillance imaging – a single-center study	4
Mapping of a multilayer panoramic radiography device	4
Effects of healthcare policy and education on reading accuracy of bitewing radiographs for interproximal caries	4
MRI for the display of autologous onlay bone grafts during early healing—an experimental study	4
Calcifying odontogenic cysts: A 20-year retrospective clinical and radiological review	4
Investigation of the accessory maxillary ostium: a congenital variation or acquired defect?	4

Are the severity of obstruction and the apnea–hypopnea index related to orofacial anatomy in children with obstructive sleep apnea? a kinetic MRI study	4
The association between carotid calcium on dental panoramic radiographs and coronary calcium score on chest computerized tomography	4
A content-aware chatbot based on GPT 4 provides trustworthy recommendations for Cone-Beam CT guidelines in dental imaging	3
Magnetic resonance imaging in the diagnosis of periodontal and periapical disease	3
Dental-dedicated MRI, a novel approach for dentomaxillofacial diagnostic imaging: technical specifications and feasibility	3
Age determination on panoramic radiographs using the Kvaal method with the aid of artificial intelligence	3
Multifrequency magnetic resonance elastography-based tomoelastography of the parotid glands–feasibility and reference values	3
Intraoperative marking of the tumour resection surface for improved radiation therapy planning in head and neck cancer: preclinical evaluation of a novel liquid fiducial marker	3
The challenge of applying digital image processing software on intraoral radiographs for osteoporosis risk assessment	3
Ultra-low-dose photon-counting CT of paranasal sinus: an in vivo comparison of radiation dose and image quality to cone-beam CT	3
Appropriateness of standard cephalometric norms for the assessment of dentofacial characteristics in patients with cleidocranial dysplasia	3
Skeletal facial asymmetry: reliability of manual and artificial intelligence-driven analysis	3
The effect of imaging modality on the evaluation of the outcome of endodontic surgery	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
Current trends in dentomaxillofacial research – what is just hype, what has potential impact?	3
Validation of different protocols of inferior alveolar canal tracing using cone beam computed tomography (CBCT)	3
Artificial intelligence system for automatic maxillary sinus segmentation on cone beam computed tomography images	3
The empirical formula for calculating the incident air Kerma in intraoral radiographic imaging	3
The use of CBCT in orthodontics with special focus on upper airway analysis in patients with sleep-disordered breathing	3
Assessing the reliability of CBCT-based AI-generated STL files in diagnosing osseous changes of the mandibular condyle: a comparative study with ground truth diagnosis	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
Determination of masseter and temporal muscle thickness by ultrasound and muscle hardness by shear wave elastography in healthy adults as reference values	3
The efficacy of supervised learning and semi-supervised learning in diagnosis of impacted third molar on panoramic radiographs through artificial intelligence model	3
Local cone beam CT: how did it all start?	3
Correlation among alveolar bone assessments provided by CBCT, micro-CT, and 14 T MRI	3
Correlation of dynamic contrast-enhanced bone perfusion with morphologic ultra-short echo time MR imaging in medication-related osteonecrosis of the jaw	3
Sonographic features of various dental materials and foreign bodies	3
Value of contrast-enhanced ultrasound in predicting early lymph-node metastasis in oral cancer	3
Knowledge, attitude, and behavior of Turkish dentists about radiation protection and radiation safety	3
Panoramic imaging errors in machine learning model development: a systematic review	3