The efficacy of artificial intelligence in urology: a detailed analysis of kidney stone-related queries.

PURPOSE: The study aimed to assess the efficacy of OpenAI's advanced AI model, ChatGPT, in diagnosing urological conditions, focusing on kidney stones. MATERIALS AND METHODS: A set of 90 structured questions, compliant with EAU Guidelines 2023, was curated by seasoned urologists for this investigation. We evaluated ChatGPT's performance based on the accuracy and completeness of its responses to two types of questions [binary (true/false) and descriptive (multiple-choice)], stratified into difficulty levels: easy, moderate, and complex. Furthermore, we analyzed the model's learning and adaptability capacity by reassessing the initially incorrect responses after a 2 week interval. RESULTS: The model demonstrated commendable accuracy, correctly answering 80% of binary questions (n:45) and 93.3% of descriptive questions (n:45). The model's performance showed no significant variation across different question difficulty levels, with p-values of 0.548 for accuracy and 0.417 for completeness, respectively. Upon reassessment of initially 12 incorrect responses (9 binary to 3 descriptive) after two weeks, ChatGPT's accuracy showed substantial improvement. The mean accuracy score significantly increased from 1.58 ± 0.51 to 2.83 ± 0.93 (p = 0.004), underlining the model's ability to learn and adapt over time. CONCLUSION: These findings highlight the potential of ChatGPT in urological diagnostics, but also underscore areas requiring enhancement, especially in the completeness of responses to complex queries. The study endorses AI's incorporation into healthcare, while advocating for prudence and professional supervision in its application.

The prevalence and topographic distribution of penile calcification in a large cohort: a retrospective cross-sectional study.

The prevalence of penile calcification in the population remains uncertain. This retrospective multicenter study aimed to determine the prevalence and characteristics of penile calcification in a large cohort of male patients undergoing non-contrast pelvic tomography. A total of 14 545 scans obtained from 19 participating centers between 2016 and 2022 were retrospectively analyzed within a 3-months period. Eligible scans (n = 12 709) were included in the analysis. Patient age, penile imaging status, presence of calcified plaque, and plaque measurements were recorded. Statistical analysis was performed to assess the relationships between calcified plaque, patient age, plaque characteristics, and plaque location. Among the analyzed scans, 767 (6.04%) patients were found to have at least one calcified plaque. Patients with calcified plaque had a significantly higher median age (64 years (IQR 56-72)) compared to those with normal penile evaluation (49 years (IQR 36-60) (p < 0.001). Of the patients with calcified plaque, 46.4% had only one plaque, while 53.6% had multiple plaques. There was a positive correlation between age and the number of plaques (r = 0.31, p < 0.001). The average dimensions of the calcified plaques were as follows: width: 3.9 ± 5 mm, length: 5.3 ± 5.2 mm, height: 3.5 ± 3.2 mm, with an average plaque area of 29 ± 165 mm² and mean plaque volume of 269 ± 3187 mm³. Plaques were predominantly located in the proximal and mid-penile regions (44.1% and 40.5%, respectively), with 77.7% located on the dorsal side of the penis. The hardness level of plaques, assessed by Hounsfield units, median of 362 (IQR 250-487) (range: 100-1400). Patients with multiple plaques had significantly higher Hounsfield unit values compared to those with a single plaque (p = 0.003). Our study revealed that patients with calcified plaques are older and have multiple plaques predominantly located on the dorsal and proximal side of the penis.

Comparison of the results of stop-start technique with stop-start technique and sphincter control training applied in premature ejaculation treatment.

BACKGROUND: The aim of this study is to compare the results of stop-start technique with stop-start technique together with sphincter control training applied in the treatment of premature ejaculation. METHODS: This research was conducted as a pre-test post-test quasi-experimental study. The sample of the study consisted of 80 men. The study was conducted on men who applied to the urology outpatient clinic of LIV Hospital, a private hospital, in Gaziantep, Turkey, between 01 October 2021 and 01 March 2022. "Personal Information Form", "Intravaginal Ejaculation Latency Time (IELT)", "Fold Increase Intravaginal Ejaculation Latency Time (F-IELT)" "Premature Ejaculation Diagnostic Tool (PEDT) Questionnaire" and "Arabic Index Premature Ejaculation (AIPE)" were used as the data collection tools. Behavioral therapy, consisting of a total of 6 sessions, was applied once every two weeks, with each session lasting for 45 minutes. After 3rd and 6th months from the beginning of the application, the data collection tools were applied again. "Stop-Start Technique (Group A)" and "Stop-Start Technique and Sphincter Control Training (Group B)" were used in the treatment. RESULTS: In both groups, the IELT and AIPE values after 3rd and 6th months from the beginning of the application were statistically higher than those obtained before (p<0.05). IELT and AIPE values increased more in Group B than Group A (p<0.05). F-IELT values after 6th months from the beginning of the application were found to be statistically significant with a low level of effect size than those obtained before (p<0.05, Cohen's d = 0.027). In both groups, the PEDT values in the 3rd and 6th months after the application were statistically lower than those seen before (p<0.05). PEDT value decreased more in Group B than Group A (p<0.05). The differences between the two groups' IELT (Cohen's d = 0.011), AIPE (Cohen's d = 0.044), and PEDT (Cohen's d = 0.066) values in the 3rd month after the application and IELT (Cohen's d = 0.025), AIPE (Cohen's d = 0.048), and PEDT (Cohen's d = 0.024) values in the 6th month after the application were found to be clinically weak. CONCLUSIONS: It was determined that the stop-start technique given to men with premature ejaculation increased the time spent in the vagina and eliminated the problem of premature ejaculation. It was determined that the stop-start technique in combination with sphincter control training were more effective than the stop-start technique alone.

The efficacy of systemic inflammatory response and oxidative stress in erectile dysfunction through multi-inflammatory index: a prospective cross-sectional analysis.

BACKGROUND: Systemic inflammation and oxidative stress increase the possibility of erectile dysfunction (ED) through a coordinated response to vascular endothelial damage. AIM: The study aimed to evaluate the status of oxidative stress and systemic inflammation in ED. METHODS: The analysis was a prospective, cross-sectional, single-center study. The study included non-ED (n = 54) and ED (n = 104) groups. The study analyzed demographics, clinical outputs, oxidative stress (total antioxidant status [TAS], total oxidant status [TOS], oxidative stress index [OSI]), and an inflammatory condition (multi-inflammatory index 1 [MII-1], MII-2). OUTCOMES: Oxidative stress and systemic inflammation were evaluated together in ED, which was evaluated with the help of the International Erectile Function Index (IIEF) scale. RESULTS: TAS significantly decreased in the ED group compared with the non-ED group (2.25 ± 0.83 mmol Trolox equivalents/L vs 1.45 ± 0.65 mmol Trolox equivalents/L; P = .001). TOS increased in the ED group (14.1 ± 6.2 µmol H2O2 equivalents/L) compared with non-ED group (11.05 ± 6.8 µmol H2O2 equivalents/L) (P = .002). OSI was as low as 0.74 ± 0.33 in the non-ED group and as high as 2.38 ± 0.85 in the ED group (P = .001). Both MII-1 (273 ± 398 vs 745 ± 1311; P = .012) and MII-2 (4.66 ± 5.02 vs 19.7 ± 29.4; P = .031) increased in the ED group compared with the non-ED group. IIEF was negatively correlated with MII-1 (r = -0.298; P = .009), MII-2 (r = -0.341; P = .006), and OSI (r = -0.387; P < .0001), while TAS had a strong positive correlation with the IIEF (r = 0.549; P = .0001). OSI was correlated with MII-1 (r = 0.304; P = .001) and MII-2 (r = 0.334; P = .001). OSI was the strongest parameter in predicting ED (P = .0001; area under the curve, 0.795; 95% confidence interval, 0.696-0.855). The cutoff was 0.71 at 80.5% sensitivity and 67.2% specificity. CLINICAL IMPLICATIONS: OSI showed diagnostic potential for ED as an oxidative stress indicator, while MII-1 and MII-2 showed the effectiveness. STRENGTHS AND LIMITATIONS: MIIs, a novel indicator of systemic inflammatory condition, were analyzed for the first time in patients with ED. The long-term diagnostic efficacy of these indices was lacking, as all patient data did not include long-term follow-up. CONCLUSION: Considering their low cost and easy applicability compared with OSI, MIIs could be essential parameters in the follow-up for ED for physicians.

Clinical Outcomes of Prostatic Artery Embolization in Patients with Benign Prostatic Hyperplasia: A Prospective Clinical Study.

OBJECTIVE: To determine the clinical outcomes of prostatic artery embolization applied to patients with Material and methods: The study includes 30 patients diagnosed with benign prostatic hyperplasia in the urology clinic between 2012 and 2016, for whom anesthesia was contraindicated due to advanced age and comorbidities and who underwent prostatic artery embolization. These patients were evaluated before the procedure and in the 1st, 3rd, 6th, and 12th months after the procedure. RESULTS: The mean prostate volume of the patients was 68 cm3 before the procedure and 45 cm3 12 monthsafter the procedure. A statistically significant decrease was observed (P = .001). The mean prostate-specific antigen value was 4.9 ng/dL before the procedure and 2.8 ng/dL 12 months after the procedure (P = .008). The mean Qmax value was 0 mL/s before the procedure and 12 mL/s 12 months after the procedure (P = .001). The mean international prostatic symptom scores value was 35 before and 16 twelve months after the proce-dure (P = .001). While the international index of erectile function value was 8.25 before the procedure, it was8.46 12 months after the procedure (P = .32). The quality of life index value was measured as 3.02 before theprocedure and 3.09 twelve months after the procedure; a statistically significant difference was determined (P = .027). CONCLUSION: Prostatic artery embolization, which is a minimally invasive procedure, can be applied as a safe and effective method to patients with benign prostatic hyperplasia who cannot tolerate anesthesia due to advanced age and comorbidities.

A comparison of micro-PERC and retrograde intrarenal surgery results in pediatric patients with renal stones.

INTRODUCTION: With advancements in endoscopic surgery, open surgical techniques for urinary system stones have paved the way for the application of less invasive treatment modalities in patients with pediatric kidney stone disease. These treatment options include extracorporeal shock wave lithotripsy (ESWL), percutaneous nephrolithotomy (PCNL), and retrograde intrarenal surgery (RIRS). OBJECTIVE: We aimed to compare the efficacy and safety of RIRS and micro-PCNL techniques in the surgical treatment of kidney stones in pediatric patients. STUDY DESIGN: A total of 48 pediatric patients, who underwent RIRS or micro-PERC for pediatric kidney stone disease, were retrospectively analyzed. Urinalysis, urine culture, serum creatinine (Cr), blood urea nitrogen (BUN), calcium, phosphorus, parathyroid hormone, 24-hour urine sample, complete blood count (CBC), urinary system X-ray, kidney ureter bladder (KUB), and urinary system ultrasonography (USG) test results were evaluated prior to the procedure. Intravenous pyelography (IVP), non-contrast computed tomography (CT), and renal scintigraphy evaluations were also performed, if necessary. The patients were divided into two groups: micro-PERC group (n = 25) and RIRS group (n = 23). Data relating to the duration of the operation, duration of fluoroscopy, length of hospitalization, complication rates, and stone-free rates were recorded. RESULTS: The mean ages of the micro-PERC and RIRS groups were 4 ± 2.3 and 10.9 ± 3 years, respectively (p = 0.001). However, the mean stone sizes were 12.2 ± 2.8 and 13.7 ± 3.5 mm, respectively (p > 0.05). The mean duration of operation was 75.1 ± 18.9 min in the micro-PERC group and 62.3 ± 15.3 min in the RIRS group (p > 0.05). In addition, the mean duration of fluoroscopy was 115 ± 35.4 s in the micro-PERC group and 39.9 ± 15.3 s in the RIRS group. The stone-free rates in the micro-PERC and RIRS groups following the procedure were reported to be 84% (21/25) and 82.6% (19/23), respectively (p > 0.05). In terms of the degree of preoperative hydronephrosis between the groups, the rates of mild and moderate-severe disease were 76% (19 out of 25) and 24% (6 out of 25), and 69.5% (16 out of 23) and 30.4% (7 out of 23) in the micro-PERC and RIRS groups, respectively. CONCLUSION: In recent years, technological developments in minimally invasive procedures, such as micro-PERC and RIRS, have facilitated choices made by urologists in the effective and safe first-line treatment in pediatric patients.

A neural network - based algorithm for predicting stone - free status after ESWL therapy.

OBJECTIVE: The prototype artificial neural network (ANN) model was developed using data from patients with renal stone, in order to predict stone-free status and to help in planning treatment with Extracorporeal Shock Wave Lithotripsy (ESWL) for kidney stones. MATERIALS AND METHODS: Data were collected from the 203 patients including gender, single or multiple nature of the stone, location of the stone, infundibulopelvic angle primary or secondary nature of the stone, status of hydronephrosis, stone size after ESWL, age, size, skin to stone distance, stone density and creatinine, for eleven variables. Regression analysis and the ANN method were applied to predict treatment success using the same series of data. RESULTS: Subsequently, patients were divided into three groups by neural network software, in order to implement the ANN: training group (n=139), validation group (n=32), and the test group (n=32). ANN analysis demonstrated that the prediction accuracy of the stone-free rate was 99.25% in the training group, 85.48% in the validation group, and 88.70% in the test group. CONCLUSIONS: Successful results were obtained to predict the stone-free rate, with the help of the ANN model designed by using a series of data collected from real patients in whom ESWL was implemented to help in planning treatment for kidney stones.

Efficacy of onabotulinum toxin A injection in pediatric patients with non-neurogenic detrusor overactivity.

AIMS: To evaluate the effectiveness and reliability of onabotulinum toxin A (onaBoNT-A) injections in pediatric patients with non-neurogenic detrusor overactivity (NNDO). METHODS: Between January 2010 and February 2016, 39 patients underwent onaBoNT-A injections for NNDO, and were evaluated retrospectively. Three-day voiding diary was filled at baseline, and at the postoperative 9th month. The voiding frequency, incontinence episodes, and the cystometric capacity were noted. Vesicoureteral reflux (VUR) associated with NNDO, and presence of nocturia were recorded. Additional injection requirements were also stated. RESULTS: We reached the data of 33 patients on 9th month. The mean age was determined as 8.75 ± 3.01 (5-16) years. Initially, the mean bladder capacity was calculated as 114.66 ± 35.23 mL on the voiding diary, and 153.15 ± 47.40 mL on the baseline urodynamic study. After the procedures, the mean bladder capacity increased to 140.84 ± 45.61 mL (P = 0.0011), the mean daily voiding frequency decreased from 10.36 ± 1.05 to 7.42 ± 0.83 (P = 0.01), and the mean incontinence episodes decreased from 2.72 ± 1.87 to 1.18 ± 1.13 (P = 0.001), on voiding diary. VUR associated with NNDO was determined in 10 (30.3%) patients. The degree of VUR decreased three in patients, and VUR disappeared in five patients following the injections (P = 0.011). Fourteen (42.4%) patients had nocturia, and after the injections, nocturia disappeared in five (15.15%) patients (P = 0.151). Additional injections were required in 10 (30.3%) patients at the 9th month. CONCLUSIONS: OnaBoNT-A injections can be used in the pediatric patients with NNDO as an effective and reliable procedure by decreasing voiding frequency, incontinence episodes, and increasing bladder capacity, with negligible side effects and complications.