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Dive into the research topics where Hassem Geha is active.

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Featured researches published by Hassem Geha.


Dentomaxillofacial Radiology | 2013

Cone beam CT scans with and without artefact reduction in root fracture detection of endodontically treated teeth

Boulos Bechara; C. Alex McMahan; William S. Moore; Marcel Noujeim; Fabricio B. Teixeira; Hassem Geha

OBJECTIVES Cone beam CT (CBCT) is used widely to depict root fracture (RF) in endodontically treated teeth. Beam hardening and other artefacts due to gutta-percha may increase the time of the diagnosis and result in an incorrect diagnosis. Two CBCT machines, ProMax(®) (Planmeca, Helsinki, Finland) and Master 3D(®) (Vatech, Hwaseong, Republic of Korea), have the option of applying an artefact reduction (AR) algorithm. The aim of this study was to determine whether using an AR algorithm in two CBCT machines enhances the accuracy of detecting RFs in endodontically treated teeth. METHODS 66 roots were collected and decoronated. All roots were treated endodontically using the same technique with gutta-percha and zinc oxide cement. One-half of the roots were randomly selected and fractured using a nail that was tapped gently with a hammer until complete fracture resulted in two root fragments; the two root fragments were glued together with one layer of methyl methacrylate. The roots were placed randomly in eight prepared beef rib fragments. RESULTS The highest accuracy was obtained when the ProMax was used without AR. The lowest accuracy was obtained with the Master 3D when used with AR. For both machines, accuracy was significantly higher without AR than with AR. Both with and without AR, the ProMax machine was significantly more accurate than the Master 3D machine. The same rank ordering was obtained for both sensitivity and specificity. CONCLUSIONS For both machines, AR decreased the accuracy of RF detection in endodontically treated teeth. The highest accuracy was obtained when using the ProMax without AR.


Dentomaxillofacial Radiology | 2012

Evaluation of a cone beam CT artefact reduction algorithm

Boulos Bechara; Clyde Alex McMahan; Hassem Geha; Marcel Noujeim

OBJECTIVES An algorithm and software to reduce metal artefact has been developed recently and is available in the Picasso Master 3D® (VATECH, Hwaseong, Republic of Korea), which under visual assessment produces better quality images than were obtainable previously. The objective of this in vitro study was to investigate whether the metal artefact reduction (MAR) algorithm of the Picasso Master 3D machine reduced the incidence of metal artefacts and increased the contrast-to-noise ratio (CNR) while maintaining the same gray value when there was no metallic body present within the scanned volume. METHODS 20 scans with a range of 50-90 kVp were acquired, of which 10 had a metallic bead inserted within a phantom. The images obtained were analysed using public domain software (ImageJ; NIH Image, Bethesda, MD). Area histograms were used to evaluate the mean gray level variation of the epoxy resin-based substitute (ERBS) block and a control area. The CNR was calculated. RESULTS The MAR algorithm increased the CNR when the metallic bead was present; it enhanced the ERBS gray level independently of the presence of the metallic bead. The image quality also improved as peak tube potential was increased. CONCLUSION Improved quality of images and regaining of the control gray values of a phantom were achieved when the MAR algorithm was used in the presence of a metallic bead.


Oral Surgery, Oral Medicine, Oral Pathology, and Oral Radiology | 2013

Number of basis images effect on detection of root fractures in endodontically treated teeth using a cone beam computed tomography machine: an in vitro study

Boulos Bechara; C. Alex McMahan; Ibrahim Nasseh; Hassem Geha; Elie Hayek; Georges Khawam; Michel Raad; Marcel Noujeim

OBJECTIVES The objective of this study was to compare the accuracy of root fracture detection in endodontically treated teeth using scans acquired with a 180° rotation motion compared with a 360° after which the patient exposure and number of basis images are doubled. METHODS Sixty-six roots were collected and decoronated. All were treated endodontically. One-half of the roots were fractured, resulting in 2 root fragments which were then glued together. The roots were placed randomly in 8 prepared beef rib fragments. Five reviewers independently reviewed the scans twice, at different times. RESULTS The specificity of the 360° scan was significantly higher than the 180° scan; doubling the basis images leads to a significant decrease in false-positive rates. Accuracy and sensitivity were not significantly different. CONCLUSIONS Only the specificity is improved by the increased rotation and doubling of images. The accuracy and sensitivity are not improved.


Dentomaxillofacial Radiology | 2013

Comparison of cone beam CT scans with enhanced photostimulated phosphor plate images in the detection of root fracture of endodontically treated teeth

Boulos Bechara; Clyde Alex McMahan; Marcel Noujeim; T. Faddoul; William S. Moore; F. B. Teixeira; Hassem Geha

OBJECTIVES Two-dimensional intraoral radiography is the most common tool for diagnosing root fractures (RFs). Cone beam CT (CBCT) is widely used to depict RFs in endodontically treated teeth. Beam hardening and other artefacts caused by gutta percha may result in an incorrect diagnosis when using CBCT only. A comparison of two CBCT machines with photostimulated phosphor (PSP) plate images enhanced with the equalization tool was carried out to detect RFs in endodontically treated teeth. METHODS 66 roots were collected, decoronated and treated endodontically using the same technique with gutta percha. 33 of these roots were randomly selected and fractured; the 2 root fragments were glued together with 1 layer of methyl methacrylate and placed randomly in 8 prepared beef rib fragments. Large fields of view (FOVs) were acquired with one CBCT unit and small FOVs with the second CBCT unit. Periapical radiographs (using intraoral PSP plates) were also acquired. A contrast enhancement tool was used when evaluating the PSP plate images. RESULTS Small FOV images had significantly higher accuracy (area under the receiver operating characteristic curve) and sensitivity in detecting RFs than PSP plates and large FOV images. The specificity of the enhanced PSP images was higher than, although not significantly higher than, the small FOV images and was significantly higher than the large FOV images. CONCLUSIONS CBCT small FOVs should be acquired for depicting RFs of endodontically treated teeth. Images obtained using PSP plates had the lowest rate of false-positive results and their use can save the patient a radiation dose.


Oral Surgery, Oral Medicine, Oral Pathology, and Oral Radiology | 2012

Contrast-to-noise ratio with different large volumes in a cone-beam computerized tomography machine: An in vitro study

Boulos Bechara; C. Alex McMahan; William S. Moore; Marcel Noujeim; Hassem Geha

OBJECTIVES The objectives were to determine whether the images obtained from different cone-beam computerized tomography (CBCT) field of view (FOV) sizes with varying scan time and kilovolt peak using the Picasso Master 3D machine (Vatech, Hwasung, South Korea) differ in contrast-to-noise ratio (CNR). STUDY DESIGN A phantom was used. Scans were acquired using the same voxel size, 2 scan times (15 and 24 seconds) for 3 different FOV sizes and 5 different kilovolt peaks. The contrast and CNR were calculated for each FOV. RESULTS The CNRs were similar for the 2 scan times for all 3 FOV sizes. The CNR was lower in the 20 × 19 cm FOV compared with the other 2 FOVs for both scan times. CONCLUSIONS The CNR does not vary significantly with increasing scan times for all FOV sizes. Smaller FOVs result in enhanced CNR and contrast.


Imaging Science in Dentistry | 2015

Accuracy of digital periapical radiography and cone-beam computed tomography in detecting external root resorption

Adriana Gabriela Creanga; Hassem Geha; Vidya Sankar; Fabrício Batista Teixeira; Clyde Alex McMahan; Marcel Noujeim

Purpose The purpose of this study was to evaluate and compare the efficacy of cone-beam computed tomography (CBCT) and digital intraoral radiography in diagnosing simulated small external root resorption cavities. Materials and Methods Cavities were drilled in 159 roots using a small spherical bur at different root levels and on all surfaces. The teeth were imaged both with intraoral digital radiography using image plates and with CBCT. Two sets of intraoral images were acquired per tooth: orthogonal (PA) which was the conventional periapical radiograph and mesioangulated (SET). Four readers were asked to rate their confidence level in detecting and locating the lesions. Receiver operating characteristic (ROC) analysis was performed to assess the accuracy of each modality in detecting the presence of lesions, the affected surface, and the affected level. Analysis of variation was used to compare the results and kappa analysis was used to evaluate interobserver agreement. Results A significant difference in the area under the ROC curves was found among the three modalities (P=0.0002), with CBCT (0.81) having a significantly higher value than PA (0.71) or SET (0.71). PA was slightly more accurate than SET, but the difference was not statistically significant. CBCT was also superior in locating the affected surface and level. Conclusion CBCT has already proven its superiority in detecting multiple dental conditions, and this study shows it to likewise be superior in detecting and locating incipient external root resorption.


Dental Traumatology | 2012

Effect of JPEG compression on the diagnostic accuracy of periapical images in the detection of root fracture

Marcel Noujeim; Hassem Geha; Werner H. Shintaku; Boulos Bechara; Khosrow Aroni Kashi

The ability of a periapical radiograph to exhibit the fracture depends on many factors including, but not limited to, the resolution of the image. The quality can be reduced by the image compression. The purpose of this study is to evaluate the effect of Joint Photographic Experts Group (JPEG) compressions on the diagnostic capability of periapical images in the detection of root fractures. Ten dry human mandibles containing 151 teeth were used in this study. Mandibles were radiographed with direct digital imaging sensor using the paralleling technique. Four observers detected root fracture on the images saved in one uncompressed and two compressed formats. Receiver operating characteristic (ROC) and anova analyses were performed to compare the performance of the three different systems and evaluate the effect of the compression on the accuracy of root fracture detection. Results did not show any statistically significant difference between the original, large images presented in tagged image file format (TIFF) and the two compressed images (JPEG medium file and JPEG small file images) in the detection of root fractures. The intra-rater comparison showed a significant consistency in the detection of the fracture. The compression reduced the file size considerably (from 1.77 MB to 453 and 95 Kb), but it did not affect the accuracy of root fracture detection. The file size reduction, on the other hand, is very beneficial for image electronic storage and mainly in teleradiology.


Dental Traumatology | 2013

Effect of JPEG compression on the diagnostic accuracy of periapical images; mistakes and misinterpretations.

Siamak Sabour; Elahe Vahid Dastjerdi; Maryam Moezizadeh; Hassem Geha

We were interested to read the paper by Noujeim M and colleagues published in the June 2012 issue of Dent Traumatol. The authors aimed to evaluate the effect of Joint Photographic Experts Group (JPEG) compressions on the diagnostic capability of periapical images in the detection of root fractures. The authors reported that Receiver operating characteristic (ROC) and ANOVA analyses were performed to compare the performance of the three different systems and evaluate the effect of the compression on the accuracy of root fracture detection showing no statistically significant difference between the original, large images presented in tagged image file format (TIFF) and the two compressed images (JPEG medium file and JPEG small file images) in the detection of root fractures (1). It is important to know that ANOVA is not a good test for evaluating the accuracy. Diagnostic accuracy of a test is being evaluated by the well known statistical tests and ROC is usually being used for comparing diagnostic models (2–4). Moreover, reporting added diagnostic value of a test is clinically much more important than just simple diagnostic accuracy of that test (2–4). They have also reported that four observers detected root fracture on the images saved in one uncompressed and two compressed formats finding that the intra-rater comparison showed a significant consistency in the detection of the fracture (1). Reporting intra rater consistency for evaluating accuracy can be confusing and easily lead to misinterpretations, since the exact amount of differences in reports of one rater may be clinically more important than statistically significant! Here, just by dichotomising the outcome (fracture), we can easily misclassify our patients with small fractures resulting in overestimation of the diagnostic accuracy of the mentioned image (JPEG). Moreover, why did the authors not evaluate reliability of the mentioned test using methods such as Intra class correlation coefficient agreement (quantitative variables), weighted kappa (Qualitative variables) or bootstrapping (Models)? (2–4) Reliability or precision of a test should be evaluated before making any judgment for clinical use, since validity or diagnostic accuracy is just the first step for evaluating any clinical tests (2–4). It would be more informative, if the authors could also report inter-rater agreement to evaluate reliability of the different images.


Dental Clinics of North America | 2018

MRI for Dental Applications

Husniye Demirturk Kocasarac; Hassem Geha; Laurence R. Gaalaas; Donald R. Nixdorf

Imaging of hard and soft tissue of the oral cavity is important for dentistry. However, medical computed tomography, cone beam computed tomography (CBCT), nor MRI enables soft and hard tissue imaging simultaneously. Some MRI sequences were shown to provide fast soft and hard tissue imaging of hydrogen, which increased the interest in dental MRI. Recently, MRI allowed direct visualization of cancellous bone, intraoral mucosa, and dental pulp despite that cortical bone and dental roots are indirectly visualized. MRI seems to be adequate for many indications that CBCT is currently used for: implant treatment and inflammatory diseases of the tooth.


Journal of Clinical and Diagnostic Research | 2017

The Effects of Imaging Enhancement Tools in the Detection of Horizontal Root Fractures

Mohammed Barayan; Ibrahim Nasseh; Hassem Geha; Marcel Noujeim

INTRODUCTION Detection of root fracture is challenging both clinically and radiographically. Root fractures occur in different planes with unpredictable presentations. AIM The aim of the study was to evaluate the diagnostic accuracy of selected digital image enhancement tools in the detection of horizontal Root Fracture (RF). MATERIALS AND METHODS Fifty three roots, of single and multi-rooted teeth, in eight dentate human cadaver mandibles were selected for this study. Following minimally traumatic extraction of the teeth, horizontal fractures were induced in 23 roots and remounted in the empty sockets of their respective human dry mandibles. The remaining teeth with no fractures were used as the control group. Twenty two periapical radiographs were obtained by using the paralleling technique and using Complementary Metal Oxide Semiconductor (CMOS). Image J software was used to enhance the original images with the Inversion (IN), Histogram-Equalization (EQ) and Polynomial (Poly) tools. A total of 88 periapical images (original and three enhanced images) were reviewed independently by three Oral and Maxillofacial Radiologists and two Endodontists. Receiver Operating Characteristic (ROC) curve analysis was used to evaluate the accuracy of fracture detection and the kappa statistic was used to assess agreement among reviewers. RESULTS The diagnostic accuracy for one of the observers was significantly different in detection of RF with only EQ enhancement tool. Sensitivity and specificity were not significantly different. Interobserver agreement showed no significant difference between imaging methods. Intra-observer agreement was high to moderate. CONCLUSION There was no significant difference between the different imaging modalities. No statistical difference for the agreement was found among or between the endodontists and radiologists in this study.

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Dive into the Hassem Geha's collaboration.

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Marcel Noujeim

University of Texas Health Science Center at San Antonio

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Boulos Bechara

University of Texas Health Science Center at San Antonio

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Clyde Alex McMahan

University of Texas Health Science Center at San Antonio

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William S. Moore

University of Texas Health Science Center at San Antonio

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C. Alex McMahan

University of Texas Health Science Center at San Antonio

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T. Faddoul

University of Texas at San Antonio

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Alan G. Lurie

University of Connecticut

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Fabricio B. Teixeira

University of Texas Health Science Center at San Antonio

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Rujuta A. Katkar

University of Texas Health Science Center at San Antonio

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