Automatic Detection of Human Maxillofacial Tumors by Using Thermal Imaging: A Preliminary Study.

Traditional computed tomography (CT) delivers a relatively high dose of radiation to the patient and cannot be used as a method for screening of pathologies. Instead, infrared thermography (IRT) might help in the detection of pathologies, but interpreting thermal imaging (TI) is difficult even for the expert. The main objective of this work is to present a new, automated IRT method capable to discern the absence or presence of tumor in the orofacial/maxillofacial region of patients. We evaluated the use of a special feature vector extracted from face and mouth cavity thermograms in classifying TIs against the absence/presence of tumor (n = 23 patients per group). Eight statistical features extracted from TI were used in a k-nearest neighbor (kNN) classifier. Classification accuracy of kNN was evaluated by CT, and by creating a vector with the true class labels for TIs. The presented algorithm, constructed from a training data set, gives good results of classification accuracy of kNN: sensitivity of 77.9%, specificity of 94.9%, and accuracy of 94.1%. The new algorithm exhibited almost the same accuracy in detecting the absence/presence of tumor as CT, and is a proof-of-principle that IRT could be useful as an additional reliable screening tool for detecting orofacial/maxillofacial tumors.

Comparison of segmented thermal images versus a CT scanning for detection of maxillofacial pathology.

OBJECTIVES: To evaluate thermal images (TIs) by using an algorithm for optimized region of interest (ROI) and image segmentation, in order to find zones of the facial skin surface with asymmetrical temperature, and to test consistency with CT findings, to detect maxillofacial pathologies (i.e. tumours). METHODS: The following steps for the TI evaluation were applied: data acquisition/pre-processing of frontal face and mouth projection, detection of face and mouth external contour, finding face and mouth symmetry axis, calculation of differences in average and maximal temperatures between left and right face and mouth sides, image segmentation of the selected ROI, and evaluation of diagnostic accuracy by comparing the TI results with CT findings. RESULTS: In healthy subjects, the average temperature difference between left/right sides of facial and mouth ROI was negligible (0.02 ± 0.21 °C and 0.05 ± 0.19 °C, respectively; n = 23). In the presence of tumour, the average temperature difference was higher in corresponding TIs (0.47 ± 0.1 °C and 0.66 ± 0.1 °C, for facial and mouth ROI, respectively; n = 19, p < 0.05). For large tumours, thermal asymmetry in the corresponding TI is easily detected, and image segmentation is optional for finding the affected zone. For small or deeply localized tumours, segmentation of the mouth cavity of the ROI was required for the detection of hot and cold spots. CONCLUSIONS: Asymmetrical temperature zones and their location as detected from thermal images coincide well with the presence and localization of maxillofacial pathologies (i.e. tumours) established by CT. However, accurate information could often be obtained only after application of image segmentation algorithm to the selected ROI.

Associations between chronic pain and depressive symptoms in patients with trigeminal neuralgia.

UNLABELLED: Trigeminal neuralgia (TN) is a rare neuropathic disorder with an excruciating facial pain. The unpredictable pain attacks may result in anxiety and depression. The aim of this study was to determine and to evaluate the level of chronic facial pain and its association with the appearance of anxiety and depression. MATERIALS AND METHODS: A total of 30 patients with TN and chronic facial pain (group A, 25 women and 5 men; mean age, 64.2±3.2 years) and 30 with atypical facial pain (group B, 26 women and 4 men; mean age, 64.8±1.9 years) were examined. A standardized diagnostic protocol was applied to all of them, which consisted of the following: 1) demographic data and estimation of overall pain on a visual analog scale; and 2) evaluation of emotional status using the Sheehan Disability Scale, Covi's Anxiety Scale, and Beck Depression Inventory. RESULTS: The intensity of facial pain was much higher in the group A than the group B (89.7±2.5 versus 44.0±2.9, P<0.0001). Besides, the group A reported increased scores on the disability and anxiety symptom scales (17.4±1.3 and 9.7±0.3 vs. 6.4±0.7 and 3.6±0.1, respectively, P<0.0001). Severe (46.7%) or moderate (30%) levels of depression were documented in the majority of patients in the group A, while the group B did not show depressive symptoms (P<0.0001). CONCLUSIONS: Patients with TN and chronic facial pain had a significantly higher level of pain perception, and they presented the higher level for anxiety and depression than those with atypical facial pain. A multidisciplinary approach is needed for the additional assessment of emotional status of patients in order to improve the efficacy of treatment and patients' quality of life.

[Diagnosis and management of 46,XY mixed gonadal dysgenesis and disorder of sexual differentiation]. / 46,XY misrios gonadu dizgenezes ir lytines diferenciacijos sutrikimo diagnozavimas ir gydymas.

OBJECTIVE: We present our experience in diagnosing, gender assignment, and surgical management of sexual ambiguity in 46,XY mixed gonadal dysgenesis. MATERIAL AND METHODS: A retrospective study of five cases treated from 2003 to 2006 was performed. Clinical picture, operative findings, testosterone levels, and immunohistochemistry of gonads for the expression of FOXL2, SOX9, AMH, AMHr, C-kit, and PLAP were analyzed. RESULTS: All patients had ambiguous genitalia, urogenital sinus, uterus, testicle on one side, and a streak gonad on the other. Four patients were reared as male and one as female. Stimulation by human chorionic gonadotropin showed good penile size and testosterone response. All patients underwent laparoscopic gonadal biopsy and/or gonadectomy. Histological studies showed the presence of sparse primordial follicles surrounded by embryonic sex cords in the streak portion of gonads. Germ cells were C-kit positive in all and PLAP positive in four patients. FOXL2 expression was detected in four streak gonads and in none of testes. AMH expression was found only in testes. SOX9 expression was found in both investigated testes and in three out of four streak gonads investigated. CONCLUSIONS: 46,XY mixed gonadal dysgenesis should be differentiated from ovotesticular and other types of 46,XY disorders of sexual differentiation by the typical gonadal histology and internal genital structure. High testosterone level after stimulation and good response to testosterone treatment in 46,XY mixed gonadal dysgenesis could orient toward male sex assignment. There are different patterns of gene expression in testicular and streak gonads with a switch to FOXL2 positivity in streak gonads. Early gonadal and genital surgery is recommended.