CAN ARTIFICIAL INTELLIGENCE ACCURATELY DETECT URINARY STONES? A SYSTEMATIC REVIEW.

OBJECTIVES: To perform a systematic review on artificial intelligence(AI) performances to detect urinary stones. METHODS: A PROSPERO-registered(CRD473152) systematic search of Scopus, Web of Science, Embase and PubMed databases was performed to identify original research articles pertaining to AI stone detection or measurement, using search terms("automatic" OR "machine learning" OR "convolutional neural network" OR "artificial intelligence" OR "detection" AND "stone volume"). Risk-of-bias(RoB) assessment was performed according to the Cochrane RoB tool, the Joanna Briggs Institute Checklist for nonrandomized studies and the Checklist for Artificial Intelligence in Medical Imaging(CLAIM). RESULTS: Twelve studies were selected for final review, including 3 multicenter and 9 single-center retrospective studies. 11 studies completed at least 50% of the CLAIM checkpoints and only one presented a high ROB. All included studies aimed to detect on kidney(5/12, 42%), ureter(2/12, 16%) or urinary(5/12, 42%) stones on Non-Contrast Computed Tomography(NCCT), but 42% intended to automate measurement. Stone distinction from vascular calcification interested 2 studies. All studies used AI machine learning network training and internal validation, but a single one provided an external validation. Trained networks achieved stone detection with sensitivity, specificity and accuracy rates ranging from 58,.7 to 100%, 68,.5 to 100% and 63 to 99,.95%, respectively. Detection Dice score ranged from 83% to 97%. A high correlation between manual and automated Stone Volume(r=0,.95) was noted. Differentiate distal ureteral stones and phleboliths seemed feasible. CONCLUSIONS: Artificial Intelligence processes can achieve automated urinary stone detection from NCCT. Further studies should provide urinary stones detection coupled with phlebolith distinction and an external validation, and include anatomical abnormalities and urological foreign bodies (ureteral stent and nephrostomy tubes) cases.

14F Super-Mini Percutaneous Cystolitholapaxy: A Novel Technique in the Treatment of Bladder Stones.

Introduction: This single-center experience describes the indications, novel technique, and outcomes of performing 14F super-mini percutaneous cystolitholapaxy (14F-SMPCCL). Materials and Methods: Cases between 2019 and 2022 were retrospectively identified with surgical outcomes recorded. Using percutaneous access to the bladder, an endoscope was inserted through the ClearPetra 14F super-mini sheath and laser lithotripsy completed with stone fragments suctioned out. Results: Sixteen cases were included in the study and all patients were adults. Average conglomerate stone size was 28.1 mm (range = 10-50 mm). Average operative time was 60.0 minutes (range = 23-110 minutes). Visual stone-free rate was 91.7%, radiologic stone-free rate was 81.3%, and average postoperative length of stay was 1 day. One patient developed urosepsis postoperatively and there were no other complications. Conclusion: The novel technique of 14F-SMPCCL is safe and feasible for treating large burdens of bladder stones with a conglomerate size of ∼2.5 to 5 cm. Active suction allows for efficient removal of stone fragments.

Testicular pain and youtube™: are uploaded videos a reliable source to get information?

Several previous studies on YouTube™ on urological field have already been published. The aim of the current study was to evaluate the quality information of YouTubeTM videos on testicular pain. Using Google Trends tool, the frequency of worldwide YouTubeTM and Google Search on testicular pain was examined from 2010 to 2020. The keywords "testicular pain", "testicular ache" and "scrotal pain" were used on the YouTube platform and the first 100 YouTubeTM videos were analyzed for each one. The Patient Education Materials Assessment Tool (PEMAT) for Audiovisual (A/V) Materials, the DISCERN score and Misinformation tool were used to assess video quality. According to YouTube™ Search the mean relative frequency search for "testicular pain" ranged from 10.5 to 30.0%. According to GoogleTM Search it ranged from 73.7 to 91.0%, Of all 300 videos, 117 were eligible for the analysis. The median number of views, thumbs-up and thumbs-down was respectively: 47060 (interquartile range [IQR] = 6297.0-144188.0), 289 (IQR = 40-912) and 19 (IQR = 4-53). Of all videos, 68.4% and 31.6% were produced respectively by Medical Doctors and Other. The median PEMAT Actionability and Understandability scores were 66.7% and 66.7%, respectively. The median DISCERN score ranged from 1 to 5, with an overall median score of 3, defined from question 16. The median misinformation score ranged from 2 to 5. In conclusion, an increased interest on testicular pain was recorded on both YouTubeTM and Google search during the last decade. However, according to the quality assessment tools used, YouTube™ users cannot get trustful and exhaustive information on testicular pain. Therefore, authors with/without medical background should improve the quality of information on YouTube™ videos.

Analysis of quality information provided by "Dr. YouTubeTM" on Phimosis.

The objective of the current study was to evaluate the quality of the information provided in YouTubeTM videos on phimosis. The term "phimosis" was searched on YouTubeTM, and the Patient Education Materials Assessment Tool (PEMAT) for Audio/Visual Materials (Understandability and Actionability sections, good-quality score of minimum 70%) and misinformation scale (rated from 1 to 5) were used to assess video quality. Quality assessment was investigated over time. Of all, 60 were eligible for analysis. Healthcare providers were the authors of 75.0% of the videos, and 73.3% of the videos were patient-targeted. The median Understandability score was 42.9% (interquartile range [IQR]:34.5-58.9) and ranged from 28.6 to 42.9% (2013-2020). The median Actionability score was 50.0% (IQR:25.0-56.2) and ranged from 25.0 to 50.0% (2013-2020). The median misinformation score was 2.8/5 (IQR:1.6-3.6), and although the score fluctuated over time, the median score was 2.6 both in 2013 and in 2020. According to our results, although an increase of PEMAT over time was observed, the overall quality of the information uploaded on YouTubeTM is low. Therefore, at present, YouTubeTM cannot be recommended as a reliable source of information on phimosis. Video producers should upload higher-quality videos to help physicians and patients in the decision-making process.

Preoperative Fibrinogen-to-Albumin Ratio as Potential Predictor of Bladder Cancer: A Monocentric Retrospective Study.

Background and objective: Fibrinogen and albumin are two proteins widely used, singularly and in combination, in cancer patients as biomarkers of nutritional status, inflammation and disease prognosis. The aim of our study was to investigate the preoperative fibrinogen-to-albumin ratio (FAR) as a preoperative predictor of malignancy as well as advanced grade in patients with bladder cancer. Materials and Methods: A retrospective analysis of patients who underwent TURBT at our institution between 2017 and 2021 was conducted. FAR was obtained from preoperative venous blood samples performed within 30 days from scheduled surgery and was analyzed in relation to histopathological reports, as was the presence of malignancy. Statistical analysis was performed using a Kruskal−Wallis Test, and univariate and multivariate logistic regression analysis, assuming p < 0.05 to be statistically significant. Results: A total of 510 patients were included in the study (81% male, 19% female), with a mean age of 71.66 ± 11.64 years. The mean FAR was significantly higher in patients with low-grade and high-grade bladder cancer, with values of 80.71 ± 23.15 and 84.93 ± 29.96, respectively, compared to patients without cancer (75.50 ± 24.81) (p = 0.006). Univariate regression analysis reported FAR to be irrelevant when considered as a continuous variable (OR = 1.013, 95% CI = 1.004−1.022; p = 0.004), while when considered as a categorical variable, utilizing a cut-off set at 76, OR was 2.062 (95% CI = 1.378−3.084; p < 0.0001). Nevertheless, the data were not confirmed in the multivariate analysis. Conclusions: Elevated preoperative FAR is a potential predictor of malignancy as well as advanced grade in patients with bladder cancer. Further data are required to suggest a promising role of the fibrinogen-to-albumin ratio as a diagnostic biomarker for bladder tumors.

Preoperative monocyte-to-lymphocyte ratio as a potential predictor of bladder cancer.

OBJECTIVES: The aim of this study was to investigate the role of preoperative Monocyte-to-Lymphocyte ratio (MLR) as a potential predictor of bladder cancer (BC). METHODS: Clinical data of patients who underwent TURBT at our institution between 2017 and 2021 were collected and retrospectively analysed. MLR was obtained from preoperative blood analyses performed within 1 month from hospital admission. The association of MLR with different clinic-pathological features obtained from histological reports was further analysed. Statistical analysis was performed using the Kruskal Wallis test for non-parametric variables, assuming p<0.05 as statistically significant. RESULTS: 510 patients were included in the study (81% males, 19% females), with a mean age of 71.66 ± 11.64 years. Mean MLR was higher in patients with any-type bladder cancer, reporting an MLR of 0.41 ± 0.11 compared to 0.38 ± 0.43 in patients without bladder cancer (p=0.043). In the subsequent comparison among low-grade and high-grade bladder cancer, MLR did not report statistically significant differences, with 0.29 ± 0.12 for low-grade BC and 0.51 ± 0.81 for high-grade BC (p=0.085). CONCLUSIONS: Our findings reported elevated preoperative MLR should be considered a potential biomarker predicting malignancy for bladder tumours. Furthermore, research are necessary to assess its role in discerning low-grade from high-grade patients.

Looking for cystoscopy on YouTube: Are videos a reliable information tool for internet users?

OBJECTIVE: The Internet is an important and easily accessible source of information. The aim of the current study was to investigate the quality of YouTube videos on cystoscopy and to establish if they can be used as a reliable information tool for internet users. MATERIALS AND METHODS: The search term "cystoscopy" was used on YouTube platform and the first 120 YouTube videos were analyzed. To assess the video quality Patient Education Materials Assessment Tool (PEMAT) for Audiovisual (A/V) Materials (Understandability and Actionability sections), Misinformation score and Global Quality Score (GQS) were used. RESULTS: Of all 120 videos, 72 were included in the analyses. Of all videos, 59.7% (n = 43), and 40.3% (n = 29) were targeted to General Public and Healthcare Workers. Moreover, "technical aspects" was the main topic addressed (n = 29, 40.3%). The median PEMAT A/V Understandability and Actionability scores were 50.0% (IQR: 39.1-70.0) and 66.7% (IQR: 33.3- 100.0), respectively. The median Misinformation score ranged from 1.0 to 3.0. According to GQS, 22 (30.6%), 26 (36.1%), 16 (22.2%), 8 (11.1%) videos were poor, generally poor, moderate, and good, respectively. No video was evaluated as excellent. CONCLUSIONS: Today, YouTube videos on cystoscopy are more frequently uploaded by healthcare workers, who share information about specific aspects of this procedure. However, the quality of YouTube contents on cystoscopy is still poor. Therefore, currently users interested in cystoscopy cannot rely on YouTube to get good informative material on this topic. In consequence, future authors should focus on improving the quality of video contents on cystoscopy.

YouTubeTM as a source of information on bladder pain syndrome: A contemporary analysis.

AIM: To evaluate the quality of YouTube™ videos on bladder pain syndrome (BPS) and to investigate whether they can be used as a reliable source of information. METHODS: The search term "bladder pain syndrome" was used on YouTubeTM platform. The first 100 videos were selected. Patient Education Materials Assessment Tool for audio-visual content (PEMAT A/V), Global Quality Score (GQS), Misinformation tool, and DISCERN score were used to assess videos' quality content. Pearson's test was used to assess potential correlations between variables. RESULTS: Seventy-nine videos were suitable for the analyses. The median PEMAT A/V Understandability score and PEMAT A/V Actionability score were 66.7% (interquartile range [IQR]: 46.2-100.0) and 75.0% (IQR: 37.5-100.0), respectively. According to GQS, 26 (32.9%), 32 (40.5%), 3 (3.8%), 15 (19.0%), and 3 (3.8%) videos were excellent, good, moderate, generally poor, and poor, respectively. According to Misinformation tool, of all videos, 81% (n = 64), 6.3% (n = 5), 5.1% (n = 4), 5.1% (n = 4), 2.5% (n = 2) had respectively no, very little, moderate, high, and extreme misinformation. The overall median DISCERN score ranged from 5.0 (IQR: 2.0-5.0) to 5.0 (IQR: 5.0-5.0). A positive statistically significant correlation was found between video length and PEMAT A/V Understandability (r = 0.27, p = 0.01), video length and PEMAT A/V Actionability (r = .26, p = 0.02), and video length and DISCERN Question 16 (r = 0.28, p = 0.01). CONCLUSIONS: Nowaday, the overall quality of YouTubeTM videos on BPS have been evaluated good according to PEMAT A/V, GQS, Misinformation tool, and DISCERN score. It is possible to assume that YouTubeTM may be considered as a reliable source of information on BPS.

Retinal and Optic Disc Vascular Changes in Patients Using Long-Term Tadalafil: A Prospective Non-Randomized Matched-Pair Study.

Retinal, choroidal and optic disc vascularity has never been evaluated in patients taking PDE5is long-term. The aim of our study was to evaluate the neurostructural and vascular changes after long-term use of tadalafil, using spectral domain (SD)-optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA). In the present clinical trial, 27 patients who have been taking tadalafil 20 mg on alternate days (OAD) for at least 6 months (Group A) were enrolled. The matched group consisted of 27 healthy men (Group B). Both groups of patients underwent SD-OCT to study ganglion cell complex (GCC), retinal nerve fiber layer (RNFL) and choroidal thickness and OCTA for the evaluation of superficial capillary plexus (SCP), deep capillary plexus (DCP), choriocapillaris (CC) and radial peripapillary capillary (RPC). A reduction in SCP, DCP and RPC vessel density was found in patients using tadalafil long-term. Retinal and optic disc toxicity may be detected using modifications of capillary vessel density. Further studies are needed to investigate the possibility of a causal association.

Variations of Nighttime and Daytime Bladder Capacity in Patients with Nocturia: Implication for Diagnosis and Treatment.

PURPOSE: We subtyped patients with nocturia according to daily variations in urine production and bladder capacity. MATERIALS AND METHODS: Patients with 1 or more nocturia episodes per day were prospectively enrolled in this study. Post-void residual urine was collected and a 3-day frequency-volume chart was created. Nocturnal polyuria and bladder capacity were calculated for each patient. Reduced bladder capacity was defined as mean 24-hour bladder capacity less than 200 ml. Patients were categorized into 4 subgroups by the presence or absence of nocturnal polyuria and reduced bladder capacity. RESULTS: Of the 84 patients enrolled in study 50 (59.5%) had nocturnal polyuria and 50 (59.5%) had decreased bladder capacity. Patients with reduced bladder capacity and nocturnal polyuria had significantly greater mean and maximum bladder capacity at night than during the day (p = 0.002) and the highest number of nocturia episodes (3, IQR 2-3). Patients with normal bladder capacity but with nocturnal polyuria had significantly larger mean and maximum bladder capacity at night (p = 0.033 and 0.016, respectively). In patients with reduced bladder capacity and no nocturnal polyuria we observed no significant variation in bladder capacity during the day vs the night. On multivariable analysis the body mass index (OR 1.28 per unit, 95% CI 1.04-1.58, p = 0.019) and severe nocturia (OR 6.26, 95% CI 1.71-22.92, p = 0.006) were risk factors for nocturnal polyuria while only severe nocturia was a predictive factor for reduced bladder capacity (OR 3.77, 95% CI 1.20-11.83, p = 0.023). CONCLUSIONS: Patients with nocturnal polyuria have a different bladder capacity in the day and the night. Severe nocturia (3 or more episodes per night) predicts the presence of nocturnal polyuria and reduced bladder capacity. Our data suggest that in patients with severe nocturia those 2 conditions should be considered and managed.