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1.
PLoS One ; 19(5): e0301812, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38696418

RESUMO

Kidney stones form when mineral salts crystallize in the urinary tract. While most stones exit the body in the urine stream, some can block the ureteropelvic junction or ureters, leading to severe lower back pain, blood in the urine, vomiting, and painful urination. Imaging technologies, such as X-rays or ureterorenoscopy (URS), are typically used to detect kidney stones. Subsequently, these stones are fragmented into smaller pieces using shock wave lithotripsy (SWL) or laser URS. Both treatments yield subtly different patient outcomes. To predict successful stone removal and complication outcomes, Artificial Neural Network models were trained on 15,126 SWL and 2,116 URS patient records. These records include patient metrics like Body Mass Index and age, as well as treatment outcomes obtained using various medical instruments and healthcare professionals. Due to the low number of outcome failures in the data (e.g., treatment complications), Nearest Neighbor and Synthetic Minority Oversampling Technique (SMOTE) models were implemented to improve prediction accuracies. To reduce noise in the predictions, ensemble modeling was employed. The average prediction accuracies based on Confusion Matrices for SWL stone removal and treatment complications were 84.8% and 95.0%, respectively, while those for URS were 89.0% and 92.2%, respectively. The average prediction accuracies for SWL based on Area-Under-the-Curve were 74.7% and 62.9%, respectively, while those for URS were 77.2% and 78.9%, respectively. Taken together, the approach yielded moderate to high accurate predictions, regardless of treatment or outcome. These models were incorporated into a Stone Decision Engine web application (http://peteranoble.com/webapps.html) that suggests the best interventions to healthcare providers based on individual patient metrics.


Assuntos
Cálculos Renais , Litotripsia , Ureteroscopia , Humanos , Cálculos Renais/cirurgia , Cálculos Renais/terapia , Ureteroscopia/efeitos adversos , Ureteroscopia/métodos , Litotripsia/métodos , Litotripsia/efeitos adversos , Redes Neurais de Computação , Feminino , Resultado do Tratamento , Masculino , Pessoa de Meia-Idade , Adulto
2.
J Urol ; 204(4): 778-786, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32698717

RESUMO

PURPOSE: Patients presenting with microhematuria represent a heterogeneous population with a broad spectrum of risk for genitourinary malignancy. Recognizing that patient-specific characteristics modify the risk of underlying malignant etiologies, this guideline sought to provide a personalized diagnostic testing strategy. MATERIALS AND METHODS: The systematic review incorporated evidence published from January 2010 through February 2019, with an updated literature search to include studies published up to December 2019. Evidence-based statements were developed by the expert Panel, with statement type linked to evidence strength, level of certainty, and the Panel's judgment regarding the balance between benefits and risks/burdens. RESULTS: Microhematuria should be defined as ≥ 3 red blood cells per high power field on microscopic evaluation of a single specimen. In patients diagnosed with gynecologic or non-malignant genitourinary sources of microhematuria, clinicians should repeat urinalysis following resolution of the gynecologic or non-malignant genitourinary cause. The Panel created a risk classification system for patients with microhematuria, stratified as low-, intermediate-, or high-risk for genitourinary malignancy. Risk groups were based on factors including age, sex, smoking and other urothelial cancer risk factors, degree and persistence of microhematuria, as well as prior gross hematuria. Diagnostic evaluation with cystoscopy and upper tract imaging was recommended according to patient risk and involving shared decision-making. Statements also inform follow-up after a negative microhematuria evaluation. CONCLUSIONS: Patients with microhematuria should be classified based on their risk of genitourinary malignancy and evaluated with a risk-based strategy. Future high-quality studies are required to improve the care of these patients.


Assuntos
Hematúria/diagnóstico , Algoritmos , Hematúria/etiologia , Humanos , Medição de Risco
3.
World J Urol ; 33(12): 2001-7, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25935330

RESUMO

PURPOSE: To evaluate the benefit of an antimicrobial prophylaxis protocol using rectal swab cultures in patients undergoing transrectal ultrasound (TRUS)-guided prostate biopsy in our Veterans Affairs population. METHODS: Between June 1, 2013, and June 1, 2014, we implemented an antimicrobial prophylaxis protocol using rectal swab cultures on selective media containing ciprofloxacin for all men scheduled for TRUS-guided prostate biopsy. Data from 2759 patients from Jan 1, 2006 to May 31, 2013, before protocol implementation served as historical controls. Patients with fluoroquinolone (FQ)-susceptible organisms received FQ monotherapy, while those with FQ-resistant organisms received targeted prophylaxis. Our objective was to compare the rate of infectious complications 30 days after prostate biopsy before and after implementation of our antimicrobial protocol. RESULTS: One hundred and sixty-seven patients received rectal swab cultures using our protocol. Seventeen (14 %) patients had FQ-resistant positive cultures. Patients with positive FQ-resistant culture results were more likely to have had a history of previous prostate biopsy and a positive urine culture in the last 12 months (p = 0.032, p = 0.018, respectively). The average annual infectious complication rate within 30 days of biopsy was reduced from 2.8 to 0.6 % before and after implementation of our antimicrobial prophylaxis protocol using rectal swab cultures, although this difference was not statistically significant (p = 0.13). CONCLUSION: An antimicrobial prophylaxis protocol using rectal culture swabs is a viable option for prevention of TRUS-guided prostate biopsy infectious complications. After implementation of an antimicrobial prophylaxis protocol, we observed a nonsignificant decrease in the rate of post-biopsy infectious complications when compared to historical controls.


Assuntos
Antibioticoprofilaxia , Biópsia Guiada por Imagem , Neoplasias da Próstata/patologia , Ultrassonografia de Intervenção , Idoso , Protocolos Clínicos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Reto/microbiologia , Resultado do Tratamento
4.
Urology ; 84(3): 707-11, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25168556

RESUMO

INTRODUCTION: Numerous surgical techniques have been described to facilitate closure of the renal parenchymal defect. We sought to describe the operative technique and define the safety and efficacy of using an expanded polytetrafluoroethylene (GORE-TEX; WL Gore and Associates, Flagstaff, AZ) bolster to aid in closure of the renal parenchymal defect at the time of open partial nephrectomy (OPN). TECHNICAL CONSIDERATIONS: A retrospective review of 175 patients who underwent an OPN using an expanded polytetrafluoroethylene (ePTFE) bolster at the Huntsman Cancer Hospital, University of Utah and Salt Lake City Veterans Affairs Medical Center from March 2005 to February 2013 was conducted. Postoperative complications occurring within 90 days were graded using the Clavien grading system. CONCLUSION: Overall, 57 patients (32.6%) experienced a postoperative complication. Fifteen patients (8.5%) had a Clavien ≥ grade-III complication. Ten patients (5.7%) received blood transfusions. Urine leak requiring intervention occurred in 2 patients (1.1%). Delayed hemorrhage requiring nephrectomy and pseudoaneurysm formation were rare, occurring in 1 patient each (0.6%). Infection of the ePTFE material occurred in 2 patients (1.1%). In both cases, it was explanted without requiring nephrectomy. The use of an ePTFE bolster is an effective and safe method of closing the renal parenchymal defect after OPN with an acceptable 90-day postoperative complication rate and a low risk of infection.


Assuntos
Nefrectomia/métodos , Politetrafluoretileno/química , Implantes Absorvíveis , Idoso , Falso Aneurisma , Feminino , Humanos , Rim/cirurgia , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias , Estudos Retrospectivos , Procedimentos Cirúrgicos Operatórios , Suturas , Resultado do Tratamento
5.
Urology ; 83(6): 1423-6, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24703460

RESUMO

OBJECTIVE: To examine our short-term experience of antegrade continence enema (ACE) delivered via a Chait Trapdoor (Cook Medical, Bloomington, IN) in adults with intractable neurogenic bowel. METHODS: We performed a retrospective review at the Universities of Utah and Minnesota of 15 patients with Chait Trapdoor placed for the purpose of ACE from 2011 to 2013. Our primary outcome was continued utilization of the Chait Trapdoor. Secondary outcomes included volume of ACE used and time to produce a bowel movement. RESULTS: All patients had neurogenic bowel refractory to conventional bowel regimen. Mean follow-up was 6 months (range, 1-17 months). Thirteen patients had the Chait Trapdoor placed in the splenic flexure and 2 had it placed in the cecum. Of the 15 patients, 12 (80%) were still using the Chait Trapdoor at last follow-up. A median of 425 mL (range, 120-1000 mL) of fluid was used to produce a bowel movement in 5-120 minutes. Two patients developed postoperative wound infections, requiring return to the operating room (Clavien IIIb). Long-term complications included 5 patients with a dislodged tube requiring replacement by interventional radiology and 2 patients with local cellulitis. Two patients had the Chait Trapdoor moved to a new location to improve efficacy. CONCLUSION: Although the revision, removal, and complication rates were high, 80% of the patients were satisfied with the function and continued to use the Chait Trapdoor. The volume of irrigation required for ACE and the time it takes to produce a bowel movement vary significantly between patients.


Assuntos
Cecostomia/métodos , Enema/instrumentação , Incontinência Fecal/terapia , Irrigação Terapêutica/métodos , Adulto , Idoso , Estudos de Coortes , Remoção de Dispositivo , Enema/efeitos adversos , Enema/métodos , Desenho de Equipamento , Segurança de Equipamentos , Incontinência Fecal/diagnóstico , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Satisfação do Paciente/estatística & dados numéricos , Peristaltismo/fisiologia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/fisiopatologia , Implantação de Prótese , Qualidade de Vida , Estudos Retrospectivos , Medição de Risco , Índice de Gravidade de Doença , Baço/cirurgia , Fatores de Tempo , Resultado do Tratamento
6.
Urology ; 83(1): 3; discussion 3, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24231207
8.
Fertil Steril ; 82(6): 1532-5, 2004 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-15589855

RESUMO

OBJECTIVE: To compare the outcomes of first-attempt IVF-intracytoplasmic sperm injection (ICSI) cycles when using fresh testicular biopsy samples vs. frozen biopsy samples. DESIGN: Retrospective chart review of 92 consecutive first-attempt IVF-ICSI cycles. SETTING: Two IVF programs. PATIENT(S): Forty consecutive first-attempt IVF-ICSI patients using sperm from fresh testicular biopsy samples and 52 consecutive first-attempt IVF-ICSI cycles using frozen testicular biopsy samples. INTERVENTION(S): Testicular biopsy, IVF-ICSI with fresh and frozen-thawed spermatozoa. MAIN OUTCOME MEASURE(S): Fertilization rates, embryo quality, pregnancy, delivery, and spontaneous abortion rates. RESULT(S): A significantly increased ICSI fertilization percentage was obtained with frozen testicular biopsy samples (76.5% +/- 3.1%) vs. fresh biopsy samples (68.3% +/- 2.6%). However, embryo quality, pregnancy, and delivery rates were higher in the fresh biopsy group. Mean embryo score was 4.54 +/- 0.31 and 3.62 +/- 0.2 in the fresh vs. frozen group, respectively. Chemical pregnancy rates (60% vs. 49.1%), clinical pregnancy rates (56.4% vs. 41.2%), and delivery rates (48.7% vs. 31.2%) were each higher in the fresh group vs. frozen group. Accordingly, the spontaneous abortion rate was lower in the fresh group (21.7%) vs. the frozen group (33.3%). CONCLUSION(S): Although the use of frozen biopsy samples has logistical advantages, we conclude it may be advantageous to use fresh testicular biopsy samples in IVF-ICSI cases whenever possible, as fresh specimens yielded significantly improved embryo quality, generally higher pregnancy rates, and lower spontaneous abortion rates.


Assuntos
Embrião de Mamíferos/fisiologia , Fertilização in vitro , Congelamento , Taxa de Gravidez , Injeções de Esperma Intracitoplásmicas , Testículo/patologia , Coleta de Tecidos e Órgãos/métodos , Aborto Espontâneo/epidemiologia , Biópsia , Parto Obstétrico , Feminino , Humanos , Incidência , Masculino , Gravidez , Estudos Retrospectivos
9.
J Urol ; 171(3): 1256-8; discussion 1258-9, 2004 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-14767324

RESUMO

PURPOSE: Pneumothorax is a rare but known complication of adult urological laparoscopic surgery and has been described occasionally in children as well. The etiologies for pneumothorax during such procedures are discussed as is the management of pneumothorax in this setting. We investigate the occurrence of pneumothorax during laparoscopic pediatric urological procedures in children. MATERIALS AND METHODS: Pneumothorax developed during urological laparoscopic procedures in 4 pediatric patients (3 females, 1 male). Patient age ranged from 8 months to 11 years (mean 5.4 years). Laparoscopic surgical procedures performed included right upper pole partial nephrectomy, left upper pole partial nephroureterectomy, removal of left multicystic dysplastic kidney and bilateral Cohen reimplantation of ureters. Procedures were performed with a maximum insufflation pressure of 15 mm Hg. During the same time period as these four cases, a total of 285 laparoscopic urologic procedures were performed at our institution. RESULTS: Pneumothorax was suspected due to decreased oxygen saturations, subcutaneous emphysema, increased respiratory effort and decreased chest lung sounds unilaterally. Pneumothorax was confirmed with chest x-rays. Operative time ranged from 171 to 249 minutes (mean 199.5). Duration of surgery before pneumothorax developed ranged from 75 to 239 minutes (mean 176, median 168). Conservative management of pneumothorax was used in 3 patients and a pigtail chest tube was used in 1. In all cases the estimated blood loss was minimal. CONCLUSIONS: Urologists performing laparoscopy in children should be aware of the possibility of a pneumothorax developing during the procedure. Evaluation for decrease in O2 saturation should include a search for pneumothorax in these patients. Close observation generally suffices for management.


Assuntos
Laparoscopia/efeitos adversos , Pneumotórax/etiologia , Procedimentos Cirúrgicos Urológicos/efeitos adversos , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Procedimentos Cirúrgicos Urológicos/métodos
10.
J Urol ; 169(2): 638-40, 2003 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-12544332

RESUMO

PURPOSE: Recent advances in laparoscopic surgery as well as increasing experience with these techniques have led to the selection of laparoscopic surgery for many urological procedures. A lesser number of pediatric laparoscopic surgical studies have been reported. Few pediatric comparative laparoscopic versus open surgical procedure studies have been published. We compared 2 groups of similar pediatric patients who underwent partial nephrectomy via the laparoscopic or open technique. MATERIALS AND METHODS: A total of 22 consecutive partial nephrectomies were performed in pediatric patients 3 months to 15 years old. Of these procedures 11 chosen according to surgeon preference were performed laparoscopically and 11 were done by the open technique. Clinical data were obtained by chart review and compared retrospectively in the 2 groups. Demographic data, operative time and blood loss, the perioperative complication rate, hospital stay and costs, postoperative analgesic use and followup findings were compared. RESULTS: Mean operative time in the laparoscopic and open groups was 200.4 and 113.5 minutes, respectively (p <0.0005). Blood loss was less than 50 cc in all patients. In the laparoscopic and open groups mean hospital stay was 25.5 and 32.6 hours (p = 0.068), and mean cost was $6,125 and $4,244 (p = 0.016), respectively. Patients in the laparoscopic group required fewer doses of analgesics than those who underwent open surgery (mean 10.9 versus 21, p = 0.041). CONCLUSIONS: Our findings show that increased operative time and costs are disadvantages of pediatric laparoscopic nephrectomy compared with open techniques. Conversely decreased hospital stay, lower analgesic requirements and cosmesis support the use of laparoscopy for pediatric partial nephrectomy. These differences must be considered when deciding which technique is best for overall patient care.


Assuntos
Laparoscopia , Nefrectomia/métodos , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino
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