{"title":"General Overview of Artificial Intelligence for Interstitial Cystitis in Urology.","authors":"Yongwon Cho, Jong Mok Park, Seunghyun Youn","doi":"10.5213/inj.2346294.147","DOIUrl":"10.5213/inj.2346294.147","url":null,"abstract":"<p><p>Our understanding of interstitial cystitis/bladder pain syndrome (IC/BPS) has evolved over time. The diagnosis of IC/BPS is primarily based on symptoms such as urgency, frequency, and bladder or pelvic pain. While the exact causes of IC/BPS remain unclear, it is thought to involve several factors, including abnormalities in the bladder's urothelium, mast cell degranulation within the bladder, inflammation of the bladder, and altered innervation of the bladder. Treatment options include patient education, dietary and lifestyle modifications, medications, intravesical therapy, and surgical interventions. This review article provides insights into IC/BPS, including aspects of treatment, prognosis prediction, and emerging therapeutic options. Additionally, it explores the application of deep learning for diagnosing major diseases associated with IC/BPS.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 Suppl 2","pages":"S64-72"},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10715831/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138482338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Insights Into Korean Public Perspectives on Urology: Online News Data Analytics Through Latent Dirichlet Allocation Topic Modeling.","authors":"Young Wook Oh, JungYoon Kim","doi":"10.5213/inj.2346288.144","DOIUrl":"10.5213/inj.2346288.144","url":null,"abstract":"<p><strong>Purpose: </strong>The objective of the study was to explore how urology-related news, one of the medical specialties profoundly linked to human health and life, is communicated to the public through media outlets that serves as primary sources of medical information for the public.</p><p><strong>Methods: </strong>In this study, articles were retrieved using the keyword 'Urology' from the Bigkinds spanning from January 1, 1990 to August 17, 2023. The Beautifulsoup library in Python was utilized for parsing the text to collect both titles and bodies of the articles. The gathered data was then analyzed using the latent Dirichlet allocation (LDA) algorithm from the scikit-learn library. Additionally, tools such as Wordcloud and Networkx were employed to visualize the relationships and patterns within the data.</p><p><strong>Results: </strong>The keyword analysis led to the identification of various themes in the articles, with a clear distinction between those providing medical information and those promoting healthcare services, technologies, and products. Notably, the content frequently intertwined informational aspects with promotional ones. Articles on men's health and pet diseases, for example, often combined educational material with product or procedure promotions. This overlap highlights the complexity of categorizing media content into distinct themes. Furthermore, the coverage of health insurance and treatment methods including recent advancements like robotic surgery reflected the evolving nature of healthcare discussions to emphasize the interplay between policy changes, medical advancements, and media portrayal.</p><p><strong>Conclusion: </strong>By identifying 10 distinct topics mentioned in the news, the analysis determined which topics are common in urology-related news coverage. The findings revealed a substantial volume of medical information on urology in the media with a wide range of topics including treatment and prevention of urologic conditions, insurance information, new treatments, and news stories promoting new products or hospitals.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 Suppl 2","pages":"S91-98"},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10715835/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138482341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Emerging Trends in Artificial Intelligence-Based Urological Imaging Technologies and Practical Applications.","authors":"Hyun Suh Kim, Eun Joung Kim, JungYoon Kim","doi":"10.5213/inj.2346286.143","DOIUrl":"10.5213/inj.2346286.143","url":null,"abstract":"<p><p>The integration of artificial intelligence (AI) into medical imaging has notably expanded its significance within urology. AI applications offer a broad spectrum of utilities in this domain, ranging from precise diagnosis achieved through image segmentation and anomaly detection to improved procedural assistance in biopsies and surgical interventions. Although challenges persist concerning data security, transparency, and integration into existing clinical workflows, extensive research has been conducted on AI-assisted imaging technologies while recognizing their potential to reshape urological practices. This review paper outlines current AI techniques employed for image analysis to offer an overview of the latest technological trends and applications in the field of urology.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 Suppl 2","pages":"S73-81"},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10715836/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138482337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hyoung Sun Choi, Jae Seoung Kim, Taeg Keun Whangbo, Sung Jong Eun
{"title":"Improved Detection of Urolithiasis Using High-Resolution Computed Tomography Images by a Vision Transformer Model.","authors":"Hyoung Sun Choi, Jae Seoung Kim, Taeg Keun Whangbo, Sung Jong Eun","doi":"10.5213/inj.2346292.146","DOIUrl":"10.5213/inj.2346292.146","url":null,"abstract":"<p><strong>Purpose: </strong>Urinary stones cause lateral abdominal pain and are a prevalent condition among younger age groups. The diagnosis typically involves assessing symptoms, conducting physical examinations, performing urine tests, and utilizing radiological imaging. Artificial intelligence models have demonstrated remarkable capabilities in detecting stones. However, due to insufficient datasets, the performance of these models has not reached a level suitable for practical application. Consequently, this study introduces a vision transformer (ViT)-based pipeline for detecting urinary stones, using computed tomography images with augmentation.</p><p><strong>Methods: </strong>The super-resolution convolutional neural network (SRCNN) model was employed to enhance the resolution of a given dataset, followed by data augmentation using CycleGAN. Subsequently, the ViT model facilitated the detection and classification of urinary tract stones. The model's performance was evaluated using accuracy, precision, and recall as metrics.</p><p><strong>Results: </strong>The deep learning model based on ViT showed superior performance compared to other existing models. Furthermore, the performance increased with the size of the backbone model.</p><p><strong>Conclusion: </strong>The study proposes a way to utilize medical data to improve the diagnosis of urinary tract stones. SRCNN was used for data preprocessing to enhance resolution, while CycleGAN was utilized for data augmentation. The ViT model was utilized for stone detection, and its performance was validated through metrics such as accuracy, sensitivity, specificity, and the F1 score. It is anticipated that this research will aid in the early diagnosis and treatment of urinary tract stones, thereby improving the efficiency of medical personnel.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 Suppl 2","pages":"S99-103"},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10715832/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138482340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rosa L Coolen, Dennis Frings, Els van Asselt, Jeroen R Scheepe, Bertil F M Blok
{"title":"Transcutaneous Electrical Stimulation of the Abdomen, Ear, and Tibial Nerve Modulates Bladder Contraction in a Rat Detrusor Overactivity Model: A Pilot Study.","authors":"Rosa L Coolen, Dennis Frings, Els van Asselt, Jeroen R Scheepe, Bertil F M Blok","doi":"10.5213/inj.2346144.072","DOIUrl":"10.5213/inj.2346144.072","url":null,"abstract":"<p><strong>Purpose: </strong>The global prevalence of overactive bladder (OAB) is estimated at 11.8%. Despite existing treatment options such as sacral neuromodulation, a substantial number of patients remain untreated. One potential alternative is noninvasive transcutaneous electrical stimulation. This form of stimulation does not necessitate the implantation of an electrode, thereby eliminating the need for highly skilled surgeons, expensive implantable devices, or regular hospital visits. We hypothesized that alternative neural pathways can impact bladder contraction.</p><p><strong>Methods: </strong>In this pilot study, we conducted transcutaneous electrical stimulation of the abdominal wall (T6-L1), the ear (vagus nerve), and the ankle (tibial nerve) of 3 anesthetized female Sprague-Dawley rats. Stimulation was administered within a range of 20 Hz to 20 kHz, and its impact on intravesical pressure was measured. We focused on 3 primary outcomes related to intravesical pressure: (1) the pressure change from the onset of a contraction to its peak, (2) the average duration of contraction, and (3) the number of contractions within a specified timeframe. These measurements were taken while the bladder was filled with either saline or acetic acid (serving as a model for OAB).</p><p><strong>Results: </strong>Transcutaneous stimulation of the abdominal wall, ear, and ankle at a frequency of 20 Hz decreased the number of bladder contractions during infusion with acetic acid. As revealed by a comparison of various stimulation frequencies of the tibial nerve during bladder infusion with acetic acid, the duration of contraction was significantly shorter during stimulation at 1 kHz and 3 kHz relative to stimulation at 20 Hz (P = 0.025 and P = 0.044, respectively).</p><p><strong>Conclusion: </strong>The application of transcutaneous electrical stimulation to the abdominal wall, ear, and tibial nerve could provide less invasive and more cost-effective treatment options for OAB relative to percutaneous tibial nerve stimulation and sacral neuromodulation. A follow-up study involving a larger sample size is recommended.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 3","pages":"167-173"},"PeriodicalIF":2.3,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7c/40/inj-2346144-072.PMC10556428.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41149724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Effect of Running Water Sound Listened to Patients During Urodynamics on Anxiety and Urodynamic Parameters.","authors":"Yeliz Çulha, Ezgi Seyhan Ak, Mehmet Gökhan Çulha","doi":"10.5213/inj.2346116.058","DOIUrl":"10.5213/inj.2346116.058","url":null,"abstract":"<p><strong>Purpose: </strong>This study was conducted to determine the effect of listening to the sound of running water during urodynamics on the patient's anxiety and parameters in the pressure-flow study.</p><p><strong>Methods: </strong>The population of the study, which was planned in the nonrandomized experimental study design, consisted of patients who will undergo urodynamics in the Urology Department of a city hospital in Istanbul between September 2022 and January 2023, and the sample consisted of 60 patients, 30 of which were in the experimental group and 30 in the control group. During the pressure-flow study, the patients in the experimental group listened to the sound of running water from a smartphone, while the patients in the control group did not undergo any intervention during urodynamics. The level of anxiety in both groups before, during and after urodynamics was evaluated with the visual analogue scale. During the pressure-flow study, it was evaluated whether the patients emptied on command, and the maximum flow rate (Qmax) and the detrusor pressure at the maximum flow rate (PdetQmax) were measured. Bladder outlet obstruction index (PdetQmax-2Qmax) and bladder contractility index (Pdetqmax+5Qmax) were calculated using these values.</p><p><strong>Results: </strong>During the pressure-flow study, in the experimental group patients who listened to the sound of running water from a smartphone; anxiety level mean scores during and after urodynamics were found to be statistically significantly lower than the control group patients (P < 0.001). The mean bladder contractility index score in the experimental group patients was statistically significantly higher than the control group patients (P < 0.001), and the cases of urinating with a catheter during the pressure-flow study were statistically significantly higher than the control group patients (P < 0.001).</p><p><strong>Conclusion: </strong>Listening to the sound of running water during urodynamics had a positive effect on reducing anxiety in patients and micturating during pressure-flow study.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 3","pages":"217-223"},"PeriodicalIF":2.3,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/8b/ac/inj-2346116-058.PMC10556426.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41137043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Is the Brainstem Activation Different Between Healthy Young Male and Female Volunteers at Initiation of Voiding? A High Definition 7-Tesla Magnetic Resonance Imaging Study.","authors":"Bradley Schott, Darshil Choksi, Khue Tran, Christof Karmonik, Betsy Salazar, Timothy Boone, Rose Khavari","doi":"10.5213/inj.2346104.052","DOIUrl":"10.5213/inj.2346104.052","url":null,"abstract":"<p><strong>Purpose: </strong>Assessing brainstem function in humans through typical neuroimaging modalities has been challenging. Our objective was to evaluate brain and brainstem activation patterns during initiation of voiding in healthy males and females utilizing a 7 Tesla magnetic resonance imaging (MRI) scanner and a noninvasive brain-bladder functional MRI (fMRI) protocol.</p><p><strong>Methods: </strong>Twenty healthy adult volunteers (10 males and 10 females) with no history of urinary symptoms were recruited. Each volunteer underwent a clinic uroflow and postvoid residual assessment and was asked to consume water prior to entering the scanner. Anatomical and diffusion tensor images were obtained first, followed by a blood oxygenation level dependent (BOLD) resting-state fMRI (rs-fMRI) during the empty bladder. Subjects indicated when they felt the urge to void, and a full bladder rs-fMRI was obtained. Once completed, the subjects began 5 voiding cycles, where the first 7.5 seconds of each voiding cycle was identified as \"initiation of voiding.\" BOLD activation maps were generated, and regions of interests with a t-value greater than 2.1 were deemed statistically significant.</p><p><strong>Results: </strong>We present 5 distinct regions within the periaqueductal gray (PAG) and pontine micturition center (PMC) with statistically significant activation associated with an initiation of voiding in both men and women, 3 within the PAG and 2 within the PMC. Several additional areas in the brain also demonstrated activation as well. When comparing males to females, there was an overall lower BOLD activation seen in females throughout all regions, with the exception of the caudate lobe.</p><p><strong>Conclusion: </strong>Our study effectively defines regions within the PAG and PMC involved in initiation of voiding in healthy volunteers. To our knowledge, this is the first study investigating differences between male and female brainstem activation utilizing an ultra-high definition 7T MRI.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 3","pages":"174-181"},"PeriodicalIF":2.3,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/ba/6d/inj-2346104-052.PMC10556429.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41138502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jae Heon Kim, Hee Jo Yang, Hong J Lee, Yun Seob Song
{"title":"Differentially Expressed mRNA in Streptozotocin-Induced Diabetic Bladder Using RNA Sequencing Analysis.","authors":"Jae Heon Kim, Hee Jo Yang, Hong J Lee, Yun Seob Song","doi":"10.5213/inj.2346122.061","DOIUrl":"10.5213/inj.2346122.061","url":null,"abstract":"<p><strong>Purpose: </strong>To detect elements governing the pathogenesis of diabetic cystopathy (DC), mRNA sequencing was carried out for bladder tissues from normal rats and those with induced diabetes mellitus (DM). This research therefore offers possible underlying molecular pathways for the advancement of DC in relation to differential mRNA expression, together with visceral functional and architectural alterations noted in individuals with this condition.</p><p><strong>Methods: </strong>An intraperitoneal injection of streptozotocin (STZ) was utilized to provoke DM in male Sprague-Dawley rats. Dysregulation and significant variations between normal rats and those with induced DM were then identified by a fold change of ≥ 1.5 with a false discovery rate P < 0.05. Hierarchical clustering/heat map and Gene Ontology/DAVID reference sources were generated. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and protein-protein interaction analysis were then performed.</p><p><strong>Results: </strong>The diabetic rodent group exhibited a greater residual urine volume (4.0 ± 0.4 mL) than their control counterparts (0.7 ± 0.2 mL, P < 0.01) at 12 weeks after diagnosis of diabetes. Expression analysis revealed 16 upregulated and 4 downregulated genes in STZDM bladder samples. A notable increase in expression was seen in PTHLH, TNFAIP6, PRC1, MAPK10, LOC686120, CASQ2, ACTG2, PDLIM3, FCHSD1, DBN1, NKD2, PDLIM7, ATF4, RBPMS2, ITGB1 and HSPB8. A notable decrease in expression was seen in SREBLF1, PBGFR1, PBLD1 and CELF1. Major genetic themes associated with mRNA upregulation and downregulation ware identified via Gene Ontology analysis and KEGG pathways. Protein to protein interaction analysis detected PDLIM3, PDLIM7, ITGB1, ACTG2 as core high frequency nodes within the network.</p><p><strong>Conclusion: </strong>Changes in mRNA expression together with biological process and pathways that contribute to the etiologies underlying visceral impairment of the bladder in DM are evident. Our strategy is promising for recognizing mRNAs exclusive to the bladder in DM that might offer useful targets for diagnosis and treatment.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 3","pages":"159-166"},"PeriodicalIF":2.3,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/d3/cc/inj-2346122-061.PMC10556430.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41114384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Byeong Seon Kim, Israel Franco, Yong Seung Lee, Sang Won Han, Sang Woon Kim
{"title":"Changes in Autonomic Nervous System Activity in Children With Spina Bifida: A Case-Control Study.","authors":"Byeong Seon Kim, Israel Franco, Yong Seung Lee, Sang Won Han, Sang Woon Kim","doi":"10.5213/inj.2346080.040","DOIUrl":"10.5213/inj.2346080.040","url":null,"abstract":"<p><strong>Purpose: </strong>We compared heart rate variability parameters between patients with spina bifida and a control group during urodynamic studies, with the goal of evaluating the autonomic nervous system dysfunction present in spina bifida.</p><p><strong>Methods: </strong>Continuous heart rate variability parameters were recorded during 3 successive periods (P0, the 2 minutes prior to the start of filling; P1, from the start of filling to the first desire to void; and P2, from P1 to the end of filling or the start of voiding). The control group consisted of children with vesicoureteral reflux who had undergone video-urodynamic studies. Our study included 11 patients with spina bifida and 9 control participants.</p><p><strong>Results: </strong>At baseline, patients with spina bifida exhibited lower values for the root mean square of successive differences in NN intervals, the percentage of successive R-R interval differences exceeding 50 msec relative to the total number of intervals, and high frequency (HF). In contrast, the low frequency (LF)/HF ratio was elevated in these patients (5.04 ± 4.75 vs. 0.67 ± 0.42, P = 0.014). During bladder filling, LF/HF values increased in the control group (P0, 0.67 ± 0.42; P1, 0.89 ± 0.34; P2, 1.21 ± 0.64; P = 0.018), while they declined in patients with spina bifida (P0, 5.04 ± 4.75; P1, 3.96 ± 4.35; P2, 3.26 ± 4.03; P < 0.001). The HF values were significantly elevated in children with spina bifida during bladder filling (P = 0.002). In the time domain, the standard deviations of all NN intervals were elevated only in the control group during bladder filling. Parasympathetic activity domains were reduced in the children with spina bifida at the initial assessment.</p><p><strong>Conclusion: </strong>During the bladder filling phase, parasympathetic activity increased along with fixed sympathetic activity in the spina bifida group. In contrast, the control group exhibited a shift towards a sympathetic preponderance at the conclusion of bladder filling. These observations may be associated with the pathophysiology of neurogenic bladder in spina bifida.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":"27 3","pages":"192-199"},"PeriodicalIF":2.3,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/a2/e2/inj-2346080-040.PMC10556434.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41128630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}