To explore the application of radiomic analysis in differential diagnosis of renal cell carcinoma in patients with hydronephrosis and renal calculi using supervised machine learning methods.The abdominal CT scan data were retrospectively analyzed for 66 patients with pathologically confirmed hydronephrosis and renal calculi, among whom 35 patients had renal cell carcinoma. In each case 18 non-texture features and 344 texture features were extracted from the region of interest (ROI). Infinite feature selection (InfFS)-based forward feature selection method coupled with support vector machine (SVM) classifier was used to select the optimal feature subset. SVM was trained and performed the prediction using the selected feature subset to classify whether hydronephrosis with renal calculi was associated with renal cell carcinoma.A total of 12 texture features were selected as the optimal features. The area under curve (AUC), accuracy, sensitivity, specificity, false positive rate and false negative rate of the SVM- InfFS model for predicting accompanying renal tumors in patients with hydronephrosis and calculi were 0.907, 81.0%, 70.0%, 90.9%, 9.1%, and 30.0%, respectively. The diagnostic accuracy, sensitivity, specificity, false positive and false negative rates by the clinicians provided with these classification results were 90.5%, 80.0%, 100%, 0.00%, and 20.0%, respectively.The computer-aided classification model based on supervised machine learning can effectively extract the diagnostic information and improve the diagnostic rate of renal cell carcinoma associated with hydronephrosis and renal calculi.
Carcinoma, Renal Cell ; diagnosis ; Diagnosis, Differential ; Humans ; Hydronephrosis ; diagnosis ; Kidney Calculi ; Kidney Neoplasms ; diagnosis ; Retrospective Studies

OBJECTIVE: This study examined the clinical significance of microscopic hematuria and grade of hydronephrosis in ureteral calculi patients visiting the emergency department (ED). METHODS: The EDs of two medical centers were reviewed retrospectively from August 1, 2012 to July 31, 2017. The total ureteral calculi patients were 2,069 and 1,593 patients were analyzed after exclusion. The normal range of microscopic hematuria in both medical centers was 0–5/high power field (HPF) of red blood cell in urinalysis. Therefore, microscopic hematuria more than 5/HPF was defined as positive. The size of the stone, grade of hydronephrosis (normal, mild, moderate, and severe) and location of ureteral calculi in the non-contrast abdomen and pelvis computed tomography (CT) was measured by one person at each medical center using same method. The patients with or without microscopic hematuria and grade of hydronephrosis were then compared. RESULTS: The median size of the ureteral calculi patients without and with microscopic hematuria was 5.4 mm (range, 3.8–9.0 mm) and 4.0 mm (range, 3.0–5.8 mm) (P < 0.001). The patients grouped as normal to mild, and moderate to severe hydronephrosis, without microscopic hematuria was 191 (16.5%) and 91 (20.9%), respectively. On the other hand, microscopic hematuria was 966 (83.5%) and 345 (79.1%) (P=0.042). According to the location of ureteral calculi, with and without microscopic hematuria was 81.9% and 18.1% in the upper ureter, 82.9% and 17.1% in the mid ureter, and 82.6% and 17.4% in the lower ureter, respectively (P=0.935). CONCLUSION: The median size of the stone and grade of hydronephrosis were related to microscopic hematuria but the location of the ureteral calculi was not related. Therefore, in cases without microscopic hematuria in suspected ureteral calculi, clinicians should check the abdomen and pelvis CT for an accurate diagnosis and treatment of ureteral calculi.
Abdomen ; Diagnosis ; Emergencies ; Emergency Service, Hospital ; Erythrocytes ; Hand ; Hematuria ; Humans ; Hydronephrosis ; Methods ; Pelvis ; Reference Values ; Retrospective Studies ; Ureter ; Ureteral Calculi ; Urinalysis

BACKGROUND AND OBJECTIVES: To investigate epidemiological features of patients with sialolithiasis and to evaluate the difference in outcomes depending on its location. SUBJECTS AND METHOD: We included in the test 472 patients, or 534 cases, who were admitted to the Hallym University Sacred Heart Hospital between February 2006 and May 2017 with the diagnosis of sialolithiasis. The diagnosis of sialolithiasis was established by CT images; all of the cases were classified by the location of stones (orifice to stone/orifice to hilum: 0–0.25, type I; 0.25–0.5, type II; 0.5–0.75, type III; 0.75–1, type IV). RESULTS: The average size of stone was 7.2±4.8 mm and the mean patient age was 36.1±17.4 years old. According to the method described above, 534 cases were classified into the following: type I consisted of 188 cases (35.2%), type II consisted of 55 cases (10.2%), type III consisted of 92 cases (17.2%) and type IV consisted of 199 (37.2%). When comparing these types, stones in Type I were significantly smaller than other groups. There was a significant difference in the surgical method depending on the location of stones. Different complications such as swelling, bleeding, tongue discomfort, ranula, recurrence, etc. have been reported and, together, they statistically show meaningful differences in the distribution depending on types. CONCLUSION: The position of stone in Wharton's duct is important factor that can determine the method of surgical procedure or postoperative prognosis. We recommend 4 types classification of sialolithiasis and it can provide more specific diagnosis of disease and facilitate approach for treatment.
Classification ; Diagnosis ; Heart ; Hemorrhage ; Humans ; Methods ; Prognosis ; Ranula ; Recurrence ; Retrospective Studies ; Salivary Ducts ; Salivary Gland Calculi ; Submandibular Gland ; Tongue

ObjectiveTo explore the practicability and safety of the F4.8 visual miniature nephroscope in the diagnosis and treatment of hematospermia.

METHODSThis study included 12 cases of refractory hematospermia accompanied by perineal or lower abdominal pain and discomfort. All the patients failed to respond to two months of systemic anti-inflammatory medication and local physiotherapy. Seminal vesicle tumor and tuberculosis were excluded preoperatively by rectal seminal vesicle ultrasonography, MRI or CT. Under epidural anesthesia, microscopic examination was performed with the F4.8 miniature nephroscope through the urethra and ejaculatory duct orifice into the seminal vesicle cavity, the blood clots washed out with normal saline, the seminal vesicle stones extracted by holmium laser lithotripsy and with the reticular basket, the seminal vesicle polyps removed by holmium laser ablation and vaporization, and the seminal vesicle cavity rinsed with diluted iodophor after operation.

RESULTSOf the 10 patients subjected to bilateral seminal vesiculoscopy, 3 with unilateral and 2 with bilateral seminal vesicle stones were treated by holmium laser lithotripsy, saline flushing and reticular-basket removal, 2 with seminal vesicle polyps by holmium laser ablation and vaporization, and the other 3 with blood clots in the seminal vesicle cavity by saline flushing for complete clearance. The 2 patients subjected to unilateral seminal vesiculoscopy both received flushing of the seminal vesicle cavity for clearance of the blood clots. The operations lasted 10－55 (25 ± 6) minutes. There were no such intra- or post-operative complications as rectal injury, peripheral organ injury, and external urethral sphincter injury. The urethral catheter was removed at 24 hours, anti-infection medication withdrawn at 72 hours, and regular sex achieved at 2 weeks postoperatively. The patients were followed up for 6－20 (7 ± 2.3) months, during which hematospermia and related symptoms disappeared in 10 cases at 3 months and recurrence was observed in the other 2 at 4 months after surgery but improved after antibiotic medication.

CONCLUSIONSThe F4.8 visual miniature nephroscope can be applied to the examination of the seminal vesicle cavity and treatment of seminal vesicle stones and polyps, with the advantages of minimal invasiveness, safety and reliability.

Calculi ; diagnostic imaging ; surgery ; Ejaculatory Ducts ; Endoscopes ; Endoscopy ; instrumentation ; Genital Neoplasms, Male ; Hemospermia ; diagnosis ; therapy ; Holmium ; Humans ; Lasers, Solid-State ; Lithotripsy ; Magnetic Resonance Imaging ; Male ; Natural Orifice Endoscopic Surgery ; instrumentation ; Neoplasm Recurrence, Local ; Postoperative Complications ; Reproducibility of Results ; Seminal Vesicles ; diagnostic imaging ; Urethra

OBJECTIVE: The STONE score was developed to gauge the ureter stone probability. On the other hand, it is unclear if the STONE score is also applicable to Koreans. This study evaluated whether the STONE score can identify patients with suspected nephrolithiasis for whom a computed tomography (CT) scan can be obtained in the emergency department, targeting Koreans. METHODS: Patients presenting to the emergency medicine (ED) with flank pain and a suspicion of a ureter stone between January 2016 and December 2016 were reviewed retrospectively. After calculating the STONE score, the enrolled patients were classified into the low, moderate, high score group. In each group, the prevalence of a ureter stone and other clinical diseases on a CT scan were investigated. RESULTS: Among the 156 patients included in the analysis, 124 (79.5%) had a ureter stone and an alternative diagnosis was made in 12 (7.7%). The prevalence of a ureter stone and alternative diseases in the high score group was 87.7% (71/81) and 4.9% (4/81), respectively. The proportion of patients with nephrolithiasis increased significantly (P < 0.001), but the proportion of patients with other clinical diseases did not decrease significantly across the score groups (P=0.196). The area under the receiver operating characteristic curve was 0.711 (95% confidence interval, 0.633–0.780; P=0.001) with a cut off score higher than 8 (sensitivity 82.3%, specificity 50.0%) for the STONE score. CONCLUSION: In this setting, the STONE score had a low specificity and could not accurately assess a ureter stone. More studies aimed at Koreans are warranted before a CT scan can be limited using the STONE score.
Diagnosis ; Emergency Medicine ; Emergency Service, Hospital ; Flank Pain ; Hand ; Humans ; Nephrolithiasis ; Prevalence ; Retrospective Studies* ; ROC Curve ; Sensitivity and Specificity ; Tomography, X-Ray Computed ; Ureter* ; Ureteral Calculi

PURPOSE: We investigated correlations between the findings of oral examinations and panoramic radiography in order to determine the efficacy of using panoramic radiographs in screening examinations. METHODS: This study included patients who visited dental clinics at National Health Insurance Service (NHIS) Ilsan Hospital for checkups during 2009–2015 and underwent panoramic radiographic examinations within 1 year prior to the oral examinations. Among the 48,006 patients who received checkups, 1,091 were included in this study. The data were evaluated using the Cohen kappa and interrater agreement coefficients. Accuracy, sensitivity, and specificity were calculated using data from the panoramic radiographs as true positive diagnoses. RESULTS: The interrater agreement coefficient for occlusal caries was 28.8%, and the Cohen kappa coefficient was 0.043 between the oral and panoramic radiographic examinations. Root caries and subgingival calculus were only found on the radiographs, while gingival inflammation was found only by the oral examinations. The oral examinations had a specificity for detecting occlusal dental caries of 100%, while their sensitivity for proximal dental caries and supragingival calculus was extremely low (14.0% and 18.3%, respectively) compared to the panoramic radiographic examinations. The oral examinations showed a relatively low sensitivity of 66.2% and a specificity of 43.7% in detecting tooth loss compared with panoramic radiography. CONCLUSIONS: Panoramic radiography can provide information that is difficult to obtain in oral examinations, such as root caries, furcation involvement, and subgingival calculus, which are factors that can directly affect the survival rate of teeth. It therefore seems reasonable and necessary to add panoramic radiography to large-scale health checkup programs such as that provided by the NHIS.
Calculi ; Dental Caries ; Dental Clinics ; Diagnosis ; Diagnosis, Oral ; Humans ; Inflammation ; Mass Screening ; National Health Programs ; Radiography, Dental ; Radiography, Panoramic ; Root Caries ; Sensitivity and Specificity ; Survival Rate ; Tooth ; Tooth Loss

Ultrasonography is a useful tool for the differential diagnosis of acute flank pain. Renal stones appear as a focal area of echogenicity with acoustic shadowing on ultrasonography. In acute pyelonephritis (APN), the kidneys may be enlarged and have a hypoechoic parenchyma with loss of the normal corticomedullary junction. However, clinical and laboratory correlations are essential for the diagnosis of renal stones and APN through imaging studies. This review describes the typical ultrasonography features of renal stones and APN. Moreover, in daily practice, cross-sectional imaging is essential and widely used to confirm renal stones and APN and to differentiate them from other diseases causing flank pain. Other diseases causing acute flank pain are also described in this review.
Acoustics ; Diagnosis ; Diagnosis, Differential ; Flank Pain* ; Kidney ; Pyelonephritis* ; Shadowing (Histology) ; Ultrasonography* ; Urinary Calculi

Prostatic calculi often occur in middle-aged and old men. Prostatic calculi are usually classified as primary/endogenous stones or secondary/extrinsic stones. Endogenous stones are commonly caused by obstruction of the prostatic ducts around the enlarged prostate by benign prostatic hyperplasia (BPH) or by chronic inflammation. Extrinsic stones occur mainly around the urethra, because they are caused by urine reflux. The exact prevalence of prostatic calculi is not known, and it has been reported to vary widely, from 7% to 70%. Most cases of prostatic calculi are not accompanied by symptoms. Therefore, most cases are found incidentally during the diagnosis of BPH using transrectal ultrasonography (TRUS). However, prostatic calculi associated with chronic prostatitis may be accompanied by chronic pelvic pain. Rare cases have been reported in which extrinsic prostatic calculi caused by urine reflux have led to voiding difficulty due to their size. More than 80% of prostatic calculi are composed of calcium phosphate. Prostatic calculi can be easily diagnosed using TRUS or computed tomography. Treatment is often unnecessary, but if an individual experiences difficulty in urination or chronic pain, prostatic calculi can be easily removed using a transurethral electroresection loop or holmium laser.
Calcium ; Calculi ; Chronic Pain ; Diagnosis ; Humans ; Inflammation ; Lasers, Solid-State ; Male ; Pelvic Pain ; Prevalence ; Prostate ; Prostatic Hyperplasia ; Prostatitis ; Ultrasonography ; Urethra ; Urination

PURPOSE: Optical coherence tomography (OCT) is a noninvasive diagnostic technique that may be useful for both qualitative and quantitative analyses of the periodontium. Micro-computed tomography (micro-CT) is another noninvasive imaging technique capable of providing submicron spatial resolution. The purpose of this study was to present periodontal images obtained using ex vivo dental OCT and to compare OCT images with micro-CT images and histologic sections. METHODS: Images of ex vivo canine periodontal structures were obtained using OCT. Biologic depth measurements made using OCT were compared to measurements made on histologic sections prepared from the same sites. Visual comparisons were made among OCT, micro-CT, and histologic sections to evaluate whether anatomical details were accurately revealed by OCT. RESULTS: The periodontal tissue contour, gingival sulcus, and the presence of supragingival and subgingival calculus could be visualized using OCT. OCT was able to depict the surface topography of the dentogingival complex with higher resolution than micro-CT, but the imaging depth was typically limited to 1.2–1.5 mm. Biologic depth measurements made using OCT were a mean of 0.51 mm shallower than the histologic measurements. CONCLUSIONS: Dental OCT as used in this study was able to generate high-resolution, cross-sectional images of the superficial portions of periodontal structures. Improvements in imaging depth and the development of an intraoral sensor are likely to make OCT a useful technique for periodontal applications.
Calculi ; Diagnosis ; Periodontal Diseases* ; Periodontium ; Tomography, Optical Coherence*

BACKGROUND: Disease diagnosis is complicated since patients may demonstrate similar symptoms but physician may diagnose different diseases. There are a few number of investigations aimed to create a fuzzy expert system, as a computer aided system for disease diagnosis. METHODS: In this research, a cross-sectional descriptive study conducted in a kidney clinic in Tehran, Iran in 2012. Medical diagnosis fuzzy rules applied, and a set of symptoms related to the set of considered diseases defined. The input case to be diagnosed defined by assigning a fuzzy value to each symptom and then three physicians asked about each suspected diseases. Then comments of those three physicians summarized for each disease. The fuzzy inference applied to obtain a decision fuzzy set for each disease, and crisp decision values attained to determine the certainty of existence for each disease. RESULTS: Results indicated that, in the diagnosis of seven cases of kidney disease by examining 21 indicators using fuzzy expert system, kidney stone disease with 63% certainty was the most probable, renal tubular was at the lowest level with 15%, and other kidney diseases were at the other levels. The most remarkable finding of this study was that results of kidney disease diagnosis (e.g., kidney stone) via fuzzy expert system were fully compatible with those of kidney physicians. CONCLUSION: The proposed fuzzy expert system is a valid, reliable, and flexible instrument to diagnose several typical input cases. The developed system decreases the effort of initial physical checking and manual feeding of input symptoms.
Diagnosis ; Expert Systems ; Fuzzy Logic ; Humans ; Iran ; Kidney Calculi ; Kidney Diseases* ; Kidney*