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Artificial Intelligence-Based Patient Monitoring System for Medical Support. 基于人工智能的病人医疗支持监控系统。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2346338.169
Eui-Sun Kim, Sung-Jong Eun, Khae-Hawn Kim

Purpose: In this paper, we present the development of a monitoring system designed to aid in the management and prevention of conditions related to urination. The system features an artificial intelligence (AI)-based recognition technology that automatically records a user's urination activity. Additionally, we developed a technology that analyzes movements to prevent neurogenic bladder.

Methods: Our approach included the creation of AI-based recognition technology that automatically logs users' urination activities, as well as the development of technology that analyzes movements to prevent neurogenic bladder. Initially, we employed a recurrent neural network model for the urination activity recognition technology. For predicting the risk of neurogenic bladder, we utilized convolutional neural network (CNN)-based AI technology.

Results: The performance of the proposed system was evaluated using a study population of 30 patients with urinary tract dysfunction, who collected data over a 60-day period. The results demonstrated an average accuracy of 94.2% in recognizing urinary tract activity, thereby confirming the effectiveness of the recognition technology. Furthermore, the motion analysis technology for preventing neurogenic bladder, which also employed CNN-based AI, showed promising results with an average accuracy of 83%.

Conclusion: In this study, we developed a urination disease monitoring system aimed at predicting and managing risks for patients with urination issues. The system is designed to support the entire care cycle of a patient by leveraging AI technology that processes various image and signal data. We anticipate that this system will evolve into digital treatment products, ultimately providing therapeutic benefits to patients.

目的:本文介绍了一种监测系统的开发情况,该系统旨在帮助管理和预防与排尿有关的疾病。该系统采用基于人工智能(AI)的识别技术,可自动记录用户的排尿活动。此外,我们还开发了一种分析动作以预防神经源性膀胱的技术:我们的方法包括创建基于人工智能的识别技术,自动记录用户的排尿活动,以及开发分析动作以预防神经源性膀胱的技术。最初,我们在排尿活动识别技术中采用了循环神经网络模型。为了预测神经源性膀胱的风险,我们采用了基于卷积神经网络(CNN)的人工智能技术:我们以 30 名尿路功能障碍患者为研究对象,收集了他们 60 天内的数据,对所提议系统的性能进行了评估。结果显示,识别尿路活动的平均准确率为 94.2%,从而证实了识别技术的有效性。此外,预防神经源性膀胱的运动分析技术也采用了基于 CNN 的人工智能技术,结果表明该技术具有良好的效果,平均准确率达到 83%:在这项研究中,我们开发了一种排尿疾病监测系统,旨在预测和管理排尿问题患者的风险。该系统利用人工智能技术处理各种图像和信号数据,旨在为患者的整个护理周期提供支持。我们预计,该系统将发展成为数字治疗产品,最终为患者带来治疗益处。
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引用次数: 0
Differential Gene Expression in the Penile Cavernosum of Streptozotocin-Induced Diabetic Rats. 链脲佐菌素诱导的糖尿病大鼠阴茎海绵体的差异基因表达
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2346074.037
Jae Heon Kim, Hee Jo Yang, Suyeon Park, Hong Jun Lee, Yun Seob Song

Purpose: Men with diabetes mellitus (DM) often present with severe erectile dysfunction (ED). This ED is less responsive to current pharmacological therapies. If we know the upregulated or downregulated genes of diabetic ED, we can inhibit or enhance the expression of such genes through RNA or gene overexpression.

Methods: To investigate gene changes associated with ED in type 1 DM, we examined the alterations of gene expression in the cavernosum of streptozotocin-induced diabetic rats. Specifically, we considered 11,636 genes (9,623 upregulated and 2,013 downregulated) to be differentially expressed in the diabetic rat cavernosum group (n=4) compared to the control group (n=4). The analysis of differentially expressed genes using the gene ontology (GO) classification indicated that the following were enriched: downregulated genes such as cell cycle, extracellular matrix, glycosylphosphatidylinositol-anchor biosynthesis and upregulated genes such as calcium signaling, neurotrophin signaling, apoptosis, arginine and proline metabolism, gap junction, transforming growth factor-β signaling, tight junction, vascular smooth muscle contraction, and vascular endothelial growth factor (VEGF) signaling. We examined a more than 2-fold upregulated or downregulated change in expression, using real time polymerase chain reaction. Analysis of differentially expressed genes, using the GO classification, indicated the enrichment.

Results: Of the 41,105 genes initially considered, statistical filtering of the array analysis showed 9,623 upregulated genes and 2,013 downregulated genes with at least 2-fold changes in expression (P<0.05). With Bonferroni correction, SLC2A9 (solute carrier family 2 member 9), LRRC20 (leucine rick repeat containing 20), PLK1 (polo like kinase 1), and AATK (apoptosis-associated tyrosine kinase) were all 2-fold changed genes.

Conclusion: This study broadens the scope of candidate genes that may be relevant to the pathophysiology of diabetic ED. In particular, their enhancement or inhibition could represent a novel treatment for diabetic ED.

目的:患有糖尿病(DM)的男性通常会出现严重的勃起功能障碍(ED)。这种勃起功能障碍对目前的药物疗法反应较差。如果我们知道糖尿病 ED 的上调或下调基因,就可以通过 RNA 或基因过表达来抑制或增强这些基因的表达:为了研究与 1 型糖尿病 ED 相关的基因变化,我们研究了链脲佐菌素诱导的糖尿病大鼠海绵体基因表达的变化。具体而言,我们认为糖尿病大鼠海绵体组(n=4)与对照组(n=4)相比,有11636个基因(9623个基因上调,2013个基因下调)表达不同。利用基因本体(GO)分类对差异表达基因进行的分析表明,以下基因被富集:下调基因包括细胞周期、细胞外基质、糖基磷脂酰肌醇锚生物合成;上调基因包括钙信号转导、神经营养素信号转导、细胞凋亡、精氨酸和脯氨酸代谢、间隙连接、转化生长因子-β信号转导、紧密连接、血管平滑肌收缩和血管内皮生长因子(VEGF)信号转导。我们使用实时聚合酶链反应检测了上调或下调超过 2 倍的表达变化。使用 GO 分类对差异表达基因进行了分析,结果显示了基因的丰富性:结果:在最初考虑的 41 105 个基因中,通过对阵列分析进行统计筛选,结果显示有 9 623 个上调基因和 2 013 个下调基因的表达量至少发生了 2 倍的变化(PC结论:这项研究扩大了候选基因的范围,使其成为一种新的基因组学方法:这项研究拓宽了可能与糖尿病 ED 病理生理学相关的候选基因的范围。特别是,增强或抑制这些基因可能是治疗糖尿病性尿失禁的一种新方法。
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引用次数: 0
Decreased Angiopoietin Expression in Underactive Bladder Induced by Long-term Bladder Outlet Obstruction. 长期膀胱出口梗阻导致膀胱功能减退时血管生成素表达减少
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2346296.148
Jae Heon Kim, Hee Jo Yang, Hong Jun Lee, Yun Seob Song

Purpose: Ischemia of the bladder can occur if neovascular formation cannot keep pace with hypoxia induced by chronic bladder outlet obstruction (BOO). The aim of this study was to examine changes in angiogenesis growth factor expression generated by chronic BOO in a rat model of underactive bladder.

Methods: Twenty female Sprague-Dawley rats aged 6 weeks were assigned to 4 groups (5 rats per group). Group 1 was the control. Group 2 underwent sham surgery. The rats in groups 3 and 4 underwent BOO and were followed up for 1 week and 8 weeks. Cystometry was carried out together with bladder tissue analysis at 1 week and 8 weeks postoperatively. Real-time polymerase chain reaction (PCR) assays were conducted to determine the expression level of angiogenesis-related growth factors. A hypoxia signaling pathway PCR array was additionally carried out.

Results: The group that underwent BOO for 8 weeks showed abnormal bladder function, with a diminished intercontraction interval, decreased maximal voiding pressure, and higher volume of residual urine (P<0.05). Hypoxia-inducible factor-1 alpha expression was elevated in this group. The expression levels of vascular endothelial growth factor (VEGF) and VEGF receptor messenger RNA (mRNA) in the BOO group were comparable to those in the control group. However, angiotensin/tie receptor mRNA expression levels increased at 1 week after BOO, but decreased at 8 weeks after BOO. In animals that underwent BOO, fewer blood vessels exhibited positive immunofluorescent staining for von Willebrand factor. Alterations were also seen in the hypoxia signaling pathway PCR array.

Conclusion: In a rat model of underactive bladder caused by surgical BOO, reduced angiopoietin expression was demonstrated. This observation might underlie visceral ischemia and fibrosis associated with the procedure. The findings of this study might offer an improved understanding of the disease processes underlying BOO and facilitate selection of the appropriate time to repair the organ in this condition.

目的:如果新生血管的形成跟不上慢性膀胱出口梗阻(BOO)引起的缺氧,就会导致膀胱缺血。本研究旨在研究慢性膀胱出口梗阻引起的血管生成生长因子表达的变化:将 20 只年龄为 6 周的雌性 Sprague-Dawley 大鼠分为 4 组(每组 5 只)。第 1 组为对照组。第 2 组接受假手术。第 3 组和第 4 组的大鼠接受了 BOO,并分别接受了 1 周和 8 周的随访。在术后 1 周和 8 周进行膀胱测量和膀胱组织分析。进行实时聚合酶链反应(PCR)检测,以确定血管生成相关生长因子的表达水平。此外,还进行了缺氧信号通路 PCR 阵列分析:结果:连续 8 周接受 BOO 治疗的大鼠组显示出膀胱功能异常,收缩间期缩短,最大排尿压降低,残余尿量增加(PC结论:在大鼠膀胱功能减退模型中,血管生成相关生长因子的表达水平与大鼠膀胱功能减退的程度成正比:在一个由手术切除膀胱引起的膀胱功能不全的大鼠模型中,血管生成素的表达减少了。这一观察结果可能是与手术相关的内脏缺血和纤维化的原因。这项研究的结果可能有助于人们更好地了解膀胱癌的发病过程,并有助于在这种情况下选择修复器官的适当时机。
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引用次数: 0
From Code to Cure: Unleashing the Power of Generative Artificial Intelligence in Medicine. 从代码到治疗:释放生成式人工智能在医学中的力量》(From Code to Cure: Unleashing the Power of Generative Artificial Intelligence in Medicine)。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2323edi06
Young Sam Cho
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引用次数: 0
Adenosine A2A Receptor Agonist, Polydeoxyribonucleotide Treatment Improves Locomotor Function and Thermal Hyperalgesia Following Neuropathic Pain in Rats. 腺苷 A2A 受体激动剂聚脱氧核糖核苷酸治疗可改善大鼠的运动功能和神经病理性疼痛后的热过痛。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2326154.127
Ye Chan Joo, Jun Young Chung, Soon Oh Kwon, Jin Hee Han

Purpose: Lithotomy position has been widely used in the various urologic surgery. Occasionally sensory and motor problems of the lower extremities are occurred due to the lithotomy position and these deficits may be related with sciatic nerve injury (SNI). Inflammatory process is a factor to induce functional impairment after SNI. Therefore, we evaluated the role of adenosine A2A receptor agonists, polydeoxyribonucleotide (PDRN) showing anti-inflammatory effect on locomotor function following SNI in rats.

Methods: Sciatic nerve was compressed with surgical clips for 1 minute after exposing of right sciatic nerve. After 3 days of SNI, PDRN (2, 4, and 8 mg/kg) was applied to the damaged area of sciatic nerve once daily for 10 days. Walking track analysis was conducted for locomotor function and plantar test was performed for thermal pain sensitivity. Level of cyclic adenosine-3´,5´-monophosphate (cAMP) were measured using enzyme-linked immunosorbent assay. Western blot analysis was performed for tumor necrosis factor (TNF)-α, interleukin (IL)-1β, cAMP response element binding protein (CREP), vascular endothelial growth factor (VEGF). Immunofluorescence for neurofilament was also conducted.

Results: Locomotor function was decreased and thermal pain sensitivity was increased by SNI. SNI enhanced proinflammatory cytokines' production, such as TNF-α and IL-1β, while suppressed CREP phosphorylation and cAMP level. SNI also reduced the expression of VEGF and neurofilaments. However, treatment with PDRN inhibited proinflammatory cytokines' production and upregulated CREP phosphorylation and cAMP expression. PDRN also enhanced the expression of VEGF and neurofilaments. As a result, PDRN improved locomotor function and alleviated thermal hyperalgesia after SNI.

Conclusion: PDRN has shown potential to be used as an effective treatment for neuropathic pain.

目的:碎石术体位已广泛应用于各种泌尿外科手术中。碎石体位偶尔会导致下肢感觉和运动障碍,这些障碍可能与坐骨神经损伤(SNI)有关。炎症过程是导致坐骨神经损伤后功能障碍的一个因素。因此,我们评估了腺苷 A2A 受体激动剂聚脱氧核苷酸(PDRN)对大鼠坐骨神经损伤后运动功能的抗炎作用:方法:暴露大鼠右侧坐骨神经后,用手术夹压迫坐骨神经 1 分钟。坐骨神经损伤 3 天后,在大鼠坐骨神经损伤部位涂抹 PDRN(2、4 和 8 毫克/千克),每天一次,持续 10 天。对运动功能进行步行轨迹分析,对热痛敏感性进行足底测试。用酶联免疫吸附法测定环磷酸腺苷-3´,5´-单磷酸(cAMP)的水平。对肿瘤坏死因子(TNF)-α、白细胞介素(IL)-1β、cAMP 反应元件结合蛋白(CREP)和血管内皮生长因子(VEGF)进行了免疫印迹分析。此外,还对神经丝蛋白进行了免疫荧光检测:结果:SNI 会降低运动功能,增加热痛敏感性。SNI 增加了促炎细胞因子的产生,如 TNF-α 和 IL-1β,同时抑制了 CREP 磷酸化和 cAMP 水平。SNI 还能减少血管内皮生长因子和神经丝蛋白的表达。然而,PDRN 可抑制促炎细胞因子的产生,并上调 CREP 磷酸化和 cAMP 的表达。PDRN 还能增强血管内皮生长因子和神经丝的表达。因此,PDRN 可改善 SNI 后的运动功能并减轻热痛:结论:PDRN具有作为神经病理性疼痛有效治疗方法的潜力。
{"title":"Adenosine A2A Receptor Agonist, Polydeoxyribonucleotide Treatment Improves Locomotor Function and Thermal Hyperalgesia Following Neuropathic Pain in Rats.","authors":"Ye Chan Joo, Jun Young Chung, Soon Oh Kwon, Jin Hee Han","doi":"10.5213/inj.2326154.127","DOIUrl":"10.5213/inj.2326154.127","url":null,"abstract":"<p><strong>Purpose: </strong>Lithotomy position has been widely used in the various urologic surgery. Occasionally sensory and motor problems of the lower extremities are occurred due to the lithotomy position and these deficits may be related with sciatic nerve injury (SNI). Inflammatory process is a factor to induce functional impairment after SNI. Therefore, we evaluated the role of adenosine A2A receptor agonists, polydeoxyribonucleotide (PDRN) showing anti-inflammatory effect on locomotor function following SNI in rats.</p><p><strong>Methods: </strong>Sciatic nerve was compressed with surgical clips for 1 minute after exposing of right sciatic nerve. After 3 days of SNI, PDRN (2, 4, and 8 mg/kg) was applied to the damaged area of sciatic nerve once daily for 10 days. Walking track analysis was conducted for locomotor function and plantar test was performed for thermal pain sensitivity. Level of cyclic adenosine-3´,5´-monophosphate (cAMP) were measured using enzyme-linked immunosorbent assay. Western blot analysis was performed for tumor necrosis factor (TNF)-α, interleukin (IL)-1β, cAMP response element binding protein (CREP), vascular endothelial growth factor (VEGF). Immunofluorescence for neurofilament was also conducted.</p><p><strong>Results: </strong>Locomotor function was decreased and thermal pain sensitivity was increased by SNI. SNI enhanced proinflammatory cytokines' production, such as TNF-α and IL-1β, while suppressed CREP phosphorylation and cAMP level. SNI also reduced the expression of VEGF and neurofilaments. However, treatment with PDRN inhibited proinflammatory cytokines' production and upregulated CREP phosphorylation and cAMP expression. PDRN also enhanced the expression of VEGF and neurofilaments. As a result, PDRN improved locomotor function and alleviated thermal hyperalgesia after SNI.</p><p><strong>Conclusion: </strong>PDRN has shown potential to be used as an effective treatment for neuropathic pain.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10762369/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139086807","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}
引用次数: 0
The Risk of Stress Urinary Incontinence After Hysterectomy for Uterine Fibroids. 子宫肌瘤子宫切除术后出现压力性尿失禁的风险。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2346192.096
Jin-Sung Yuk, In-Chang Cho, Jun Ho Lee

Purpose: We evaluated the relationship between previous hysterectomy for uterine fibroids and subsequent stress urinary incontinence (SUI).

Methods: This study analyzed national health insurance data. The hysterectomy group (aged 40 to 59) comprised patients who underwent hysterectomy for uterine fibroids between January 1, 2011 and December 31, 2014, and the control group (aged 40 to 59) comprised patients who visited a medical facility for a checkup during the same time span. One-to-one propensity score matching was performed to balance confounders. SUI was defined as the need for SUI surgery accompanied by a diagnosis code for SUI.

Results: After matching, 81,373 cases (hysterectomy group) and 81,373 controls (nonhysterectomy group) were enrolled. The mean follow-up period was 7.9 years for the cases and 7.8 years for the controls. The incidence of anti-incontinence surgery was slightly but significantly higher in the cases than in the controls (2.0% vs. 1.7%, P<0.001). Compared to the control group, abdominal hysterectomy significantly increased the likelihood of anti-incontinence surgery both before (hazard ratio [HR], 1.235; 95% confidence interval [CI], 1.116-1.365) and after adjusting for confounders (HR, 1.215; 95% CI, 1.097-1.347). In contrast, laparoscopic hysterectomy, laparoscopic hysterectomy with adnexal surgery, and abdominal hysterectomy with adnexal surgery were not associated with an increased rate of anti-incontinence surgery. The significant association between abdominal hysterectomy and an elevated rate of anti-incontinence surgery persisted even after stratifying patients by age group.

Conclusion: Prior abdominal hysterectomy without adnexal surgery was associated with an increased incidence of subsequent anti-urinary incontinence surgery.

目的:我们评估了既往子宫肌瘤切除术与随后压力性尿失禁(SUI)之间的关系:本研究分析了全国医疗保险数据。子宫切除术组(40 至 59 岁)包括在 2011 年 1 月 1 日至 2014 年 12 月 31 日期间因子宫肌瘤而接受子宫切除术的患者,对照组(40 至 59 岁)包括在同一时间段内到医疗机构进行检查的患者。为平衡混杂因素,进行了一对一倾向评分匹配。膀胱尿道炎的定义是需要进行膀胱尿道炎手术并伴有膀胱尿道炎诊断代码:匹配后,共纳入了 81373 例病例(子宫切除术组)和 81373 例对照组(非子宫切除术组)。病例的平均随访时间为 7.9 年,对照组为 7.8 年。病例中抗尿失禁手术的发生率略高于对照组(2.0% 对 1.7%,PC 结论:未进行附件手术的腹部子宫切除术与后续抗尿失禁手术的发生率增加有关。
{"title":"The Risk of Stress Urinary Incontinence After Hysterectomy for Uterine Fibroids.","authors":"Jin-Sung Yuk, In-Chang Cho, Jun Ho Lee","doi":"10.5213/inj.2346192.096","DOIUrl":"10.5213/inj.2346192.096","url":null,"abstract":"<p><strong>Purpose: </strong>We evaluated the relationship between previous hysterectomy for uterine fibroids and subsequent stress urinary incontinence (SUI).</p><p><strong>Methods: </strong>This study analyzed national health insurance data. The hysterectomy group (aged 40 to 59) comprised patients who underwent hysterectomy for uterine fibroids between January 1, 2011 and December 31, 2014, and the control group (aged 40 to 59) comprised patients who visited a medical facility for a checkup during the same time span. One-to-one propensity score matching was performed to balance confounders. SUI was defined as the need for SUI surgery accompanied by a diagnosis code for SUI.</p><p><strong>Results: </strong>After matching, 81,373 cases (hysterectomy group) and 81,373 controls (nonhysterectomy group) were enrolled. The mean follow-up period was 7.9 years for the cases and 7.8 years for the controls. The incidence of anti-incontinence surgery was slightly but significantly higher in the cases than in the controls (2.0% vs. 1.7%, P<0.001). Compared to the control group, abdominal hysterectomy significantly increased the likelihood of anti-incontinence surgery both before (hazard ratio [HR], 1.235; 95% confidence interval [CI], 1.116-1.365) and after adjusting for confounders (HR, 1.215; 95% CI, 1.097-1.347). In contrast, laparoscopic hysterectomy, laparoscopic hysterectomy with adnexal surgery, and abdominal hysterectomy with adnexal surgery were not associated with an increased rate of anti-incontinence surgery. The significant association between abdominal hysterectomy and an elevated rate of anti-incontinence surgery persisted even after stratifying patients by age group.</p><p><strong>Conclusion: </strong>Prior abdominal hysterectomy without adnexal surgery was associated with an increased incidence of subsequent anti-urinary incontinence surgery.</p>","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10762370/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139086814","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}
引用次数: 0
The Current State of Artificial Intelligence Application in Urology. 人工智能在泌尿外科领域的应用现状。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-31 DOI: 10.5213/inj.2346336.168
Eui-Sun Kim, Sung-Jong Eun, Seunghyun Youn

Artificial intelligence (AI) is being used in many areas of healthcare, including disease diagnosis and personalized treatment and rehabilitation management. Medical AI research and development has primarily focused on diagnosis, prediction, treatment, and management as an aid to patient care. AI is being utilized primarily in the areas of personal healthcare and diagnostic imaging. In the field of urology, significant investments are being made in the development of urination monitoring systems in the field of personal healthcare and ureteral stricture and urinary stone diagnosis solutions in the field of diagnostic imaging. In addition, AI technology is also being applied in the field of neurogenic bladder to develop risk monitoring systems based on video and audio data. This paper examines the application of AI to urological diseases and discusses the current trends and future prospects of AI research.

人工智能(AI)正被用于医疗保健的许多领域,包括疾病诊断、个性化治疗和康复管理。医疗人工智能的研究和开发主要集中在诊断、预测、治疗和管理方面,作为病人护理的辅助手段。人工智能主要应用于个人医疗保健和诊断成像领域。在泌尿外科领域,个人医疗保健领域的排尿监测系统以及影像诊断领域的输尿管狭窄和尿路结石诊断解决方案的开发正在进行大量投资。此外,人工智能技术还被应用于神经源性膀胱领域,开发基于视频和音频数据的风险监测系统。本文探讨了人工智能在泌尿系统疾病中的应用,并讨论了人工智能研究的当前趋势和未来前景。
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引用次数: 0
Designing Digital Therapeutic Content Using Chronic Disease Data: A Focus on Improving Urinary Dysfunction. 使用慢性病数据设计数字治疗内容:关注改善泌尿功能障碍。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.5213/inj.2346290.145
Jungjo Na, Su Jin Kim, Yangmi Lim

In recent years, advancements in information and communication technologies, including artificial intelligence, big data, virtual reality, and augmented reality, have driven substantial growth in the field of digital medical diagnosis and treatment, thereby enhancing quality of life. Beginning in the mid-2010s with the advent of digital healthcare applications, and further accelerated by the impact of coronavirus disease 2019, digital therapeutic products have profoundly influenced society. Nevertheless, the expansion of digital therapeutics has encountered challenges associated with regulatory hurdles, differentiation from general digital healthcare, and the necessity for trustworthiness, which have contributed to a slower rate of progress. This study proposes a 3P content model-encompassing pre-education, prediction/diagnosis/treatment, and postmanagement-to increase the trustworthiness of digital therapeutics. The design of the 3P content model includes a fundamental structure that establishes networks with healthcare institutions, aiming to increase the reliability of data utilization and to facilitate integration with medical decision support systems. For case development, the study introduces a prototype of a mobile application that utilizes chronic disease urinary dysfunction data, demonstrating the cyclical structure inherent in the 3P content model.

近年来,人工智能、大数据、虚拟现实、增强现实等信息通信技术的进步,推动了数字医疗诊断和治疗领域的大幅增长,从而提高了人们的生活质量。从2010年代中期开始,随着数字医疗应用的出现,并因2019年冠状病毒病的影响而进一步加速,数字治疗产品对社会产生了深远的影响。然而,数字治疗的扩展遇到了与监管障碍、与一般数字医疗保健的区别以及可信度必要性相关的挑战,这些挑战导致了进展速度较慢。本研究提出了一个包含学前教育、预测/诊断/治疗和后期管理的3P内容模型,以增加数字治疗的可信度。3P内容模型的设计包括一个与医疗机构建立网络的基本结构,旨在提高数据利用的可靠性,并促进与医疗决策支持系统的集成。在案例开发方面,本研究引入了一个利用慢性病尿功能障碍数据的移动应用原型,展示了3P内容模型固有的周期性结构。
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引用次数: 0
Hybrid Bladder Phantom to Validate Next-Generation Optical Wearables for Neurogenic Bladder Volume Monitoring. 混合膀胱幻影验证用于神经源性膀胱容量监测的下一代光学可穿戴设备。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.5213/inj.2346248.124
Kelsey J Tu, Jesse H Lam, Byeong-Il Kang, Aram Kim, Sehwan Kim

Purpose: The development of optics-based wearables for bladder volume monitoring has emerged as a significant topic in recent years. Given the innovative nature of this technology, there is currently no bladder phantom available to effectively validate these devices against more established gold standards, such as ultrasound. In this study, we showcase and demonstrate the performance of our hybrid bladder phantom by using an optical device and making comparisons with ultrasound.

Methods: A series of validation tests, including phantom repeatability, ultrasound scanning, and an optical test, were performed. A near-infrared optical device was utilized to conduct diffuse optical spectroscopy (DOS). Machine learning models were employed to construct predictive models of volume using optical signals.

Results: The size and position of an embedded balloon, serving as an analog for the bladder, were shown to be consistent when infused with 100 mL to 350 mL of water during repeatability testing. For DOS data, we present 7 types of machine learningbased models based on different optical signals. The 2 best-performing models demonstrated an average absolute volume error ranging from 12.7 mL to 19.0 mL.

Conclusion: In this study, we introduced a hybrid bladder phantom designed for the validation of near-infrared spectroscopy-based bladder monitoring devices in comparison with ultrasound techniques. By offering a reproducible and robust validation tool, we aim to support the advancement of next-generation optical wearables for bladder volume monitoring.

目的:近年来,开发基于光学的可穿戴膀胱容量监测设备已成为一个重要的话题。考虑到这项技术的创新性,目前还没有膀胱模型可以有效地验证这些设备是否符合更成熟的黄金标准,比如超声波。在这项研究中,我们通过使用光学装置并与超声波进行比较,展示和展示了我们的混合膀胱幻影的性能。方法:进行一系列验证试验,包括幻像重复性、超声扫描和光学测试。利用近红外光学器件进行漫射光谱学分析。采用机器学习模型构建基于光信号的体积预测模型。结果:在重复性测试中,当注入100 mL至350 mL的水时,作为膀胱模拟物的嵌入气球的大小和位置显示是一致的。对于DOS数据,我们提出了7种基于不同光信号的机器学习模型。两种表现最好的模型显示平均绝对体积误差在12.7 mL到19.0 mL之间。结论:在本研究中,我们介绍了一种混合膀胱幻影,用于验证基于近红外光谱的膀胱监测装置与超声技术的比较。通过提供可重复且强大的验证工具,我们的目标是支持用于膀胱容量监测的下一代光学可穿戴设备的发展。
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引用次数: 1
Transformation in Neurourology. 神经病学的转变。
IF 2.3 3区 医学 Q1 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.5213/inj.2323edi05
Khae Hawn Kim
{"title":"Transformation in Neurourology.","authors":"Khae Hawn Kim","doi":"10.5213/inj.2323edi05","DOIUrl":"10.5213/inj.2323edi05","url":null,"abstract":"","PeriodicalId":14466,"journal":{"name":"International Neurourology Journal","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10715833/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138482342","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}
引用次数: 0
期刊
International Neurourology Journal
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