PURPOSE: This paper introduces a computationally inexpensive context-dependent classification of multi-echo MRI with Bayes compound decision model. In order to produce accurate region segmentation especially in homogeneous area and along boundaries of the regions, we propose a classification method that uses contextual information of local neighborhood system in the image. MATERIAL AND METHOD: The performance of the context free classifier over a statistically heterogeneous image can be improved if the local stationary regions in the image are disassociated from each other through the mechanism of the interaction parameters defined at the local neighborhood level. In order to improve the classification accuracy, we use the contextual information which resolves ambiguities in the class assignment of a pattern based on the labels of the neighboring patterns in classifying the image. Since the data immediately surrounding a given pixel is intimately associated with this given pixel, then if the true nature of the surrounding pixel is known this can be used to extract the true nature of the given pixel. The proposed context-dependent compound decision model uses the compound Bayes decision rule with the contextual information. As for the contextual information in the model, the directional transition probabilities estimated from the local neighborhood system are used for the interaction parameters. RESULTS: The context-dependent classification paradigm with compound Bayesian model for multi-echo MR images is developed. Compared to context free classification which does not consider contextual information, context-dependent classifier show improved classification results especially in homogeneous and along boundaries of regions since contextual information is used during the classification. CONCLUSION: We introduce a new paradigm to classify multi-echo MRI using clustering analysis and Bayesian compound decision model to improve the classification results.
Bays* ; Classification* ; Magnetic Resonance Imaging* ; Residence Characteristics

An isolated granulocytic sarcoma (chloroma) of the left ovary occured in the absence of leukemia in a 12-year-old woman. This lesion is defined as a localized tumor mass composed of immature cells of the granulocytic series. Granulocytic sarcomas can occur at extramedullary sites including ovary but, isolated myelosarcoma in the absence of usual manifestations of AML may be rare and has some difficulties in diagnosis. Contrary to findings in other series, granulocytic sarcoma arising in this nonleukemic patient did not progress to acute leukemia during two years she has been followed.
Child ; Diagnosis ; Female ; Humans ; Leukemia ; Ovary* ; Sarcoma, Myeloid*

The management of subtrochanteric fracture of the femur is one of the most difficult problems. Subtrochanteric area is predominantly composed of cortical bone and highly concentrating portion of stress. So, there is high incidence of Complication after treatment of subtrochanteric fractures. The results were as follows :l. Of 56 cases, 45 occurred in male, 11 in female. 2. The fractures occured mainly between 20 to 40 years of age(55.4%) and mean age was 41.4 years. 3. The most common cause of fracture was traffic accident.(67.9%) 4. According to the Seinsheimer classification, 16 cases were type IIb(most common), 13 type IIIa and 9 type IIIb. 5. 49 cases with treated wutg open reduction and internal fixation and 7 cases conservatively. 6. The average weight bearing time was 14.0 weeks; 13 weeks in operatively treated group and 18.3 week in conservative group. 7. Radiological union was obtained in average 25.1 weeks ; shortest group was type IIc(16 weeks) and longest group was type IV(30 weeks). 8. Complication were as follows; 8 cases of delayed union, 3 nonunion, 4 metallic failures, 7 varus deformities and 1 nail migration. 9. In the cases treated by Judet plate or compression hip screw, there was no complications and relatively short duration of bony union than other implants. So, they are one of the good implant for the treatment of subtrochanteric fracture of the femur.
Classification ; Congenital Abnormalities ; Female ; Femur ; Hip ; Hip Fractures ; Humans ; Incidence ; Male ; Weight-Bearing

BACKGROUND: Propofol has a high incidence of pain with intravenous injection, and different methods have been used to minimize the incidence and severity of this pain. In this study, we have compared the effect of lidocaine pretreatment with that of ketamine pretreatment on propofol injection pain. METHODS: Ninety healthy female patients scheduled for general anesthesia were randomly divided into three groups; saline group (n=30), lidocaine group (n=30) and ketamine group (n=30). Each patient received 2 ml of pretreatment solution (normal saline, 1% lidocaine, 0.5% ketamine) via 18G angiocatheter inserted in the antecubital fossa after applying an arm tourniquet inflated to 50 mmHg. The tourniquet was released 1 minute later, followed by intravenous injection of 2.5 mg/kg of propofol. The assessment of pain was made at the induction of anesthesia and in the recovery room, and the severity of pain was classified as none, mild, moderate, severe by one observer. RESULTS: The severity and incidence of pain diminished significantly in the lidocaine group and the ketamine group compared with the saline group at the induction of anesthesia (p<0.05) and there was no significant difference between the lidocaine group and the ketamine group. We had similar results in the recovery room and one patient from the saline group and the ketamine group had no recall regarding injection pain. CONCLUSION: Intravenous ketamine pretreatment is as effective as intravenous lidocaine pretreatment in alleviating the propofol injection pain.
Anesthesia ; Anesthesia, General ; Arm ; Female ; Humans ; Incidence ; Injections, Intravenous ; Ketamine* ; Lidocaine* ; Propofol* ; Recovery Room ; Tourniquets

No abstract available.
Decompression* ; Ossification of Posterior Longitudinal Ligament*

No abstract available.
Humans ; Hyperbilirubinemia, Hereditary* ; Siblings*

No abstract available.
Adenocarcinoma* ; Fallopian Tubes* ; Female

Rhinocerebral mucormycosis, which is a fulminant and progressive disease often seen in debilitated hosts! Requires a high degree of clinical suspicion to promptly diagnose and an aggressive medical and surgical therapy. The prognosis is grave, especially in case of bilateral cavernous sinus thrombosis. We report a case of 69-year-old female patient with bilateral cavernous sinus thrombosis caused by rhinocerebral mucormycosis, who showed orbital swelling and lateral bulging of bilateral cavernous sinus in orbital CT, and large branching nonseptate hypae in biopsed specimen of the left periorbital necrotic tissue.
Aged ; Cavernous Sinus Thrombosis ; Cavernous Sinus* ; Female ; Humans ; Mucormycosis* ; Orbit ; Prognosis

No abstract available.
Spine*

No abstract available.
Genitalia* ; Humans ; Male*