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1.
J Robot Surg ; 17(5): 2099-2108, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37219783

RESUMEN

The number of robotic-assisted procedures for rectal cancer is rising. The risk of this procedure when performed by surgeon with limited robotic experience is unknown and the precise duration of the learning curve debated. We, therefore, aimed to analyze the learning curve and its related safety in a single center before the development of mentoring programs. We prospectively recorded all robotic procedures performed for colorectal cancer between 2015 and 2020 by a single surgeon. Operative times for partial and total proctectomy were analyzed. The learning curve was defined by comparison with the standard duration of the laparoscopic procedure performed in expert centers (published in GRECCAR 5 and GRECCAR 6 trials) and calculated using a cumulative summation for learning curve test (LC-CUSUM). Among the 174 patients operated for colorectal cancer, we analyzed the outcomes of the 89 patients operated by partial and total robotic proctectomy. To reach repeatedly the same surgical duration as laparoscopic procedure for partial or complete proctectomy, the LC-CUSUM identified a learning curve of 57 patients. A severe morbidity in this population, defined by Clavien-Dindo classification ≥ 3, was observed in 15 cases (16.8%) with an anastomotic leak rate of 13.5%. The rate of completeness of mesorectal excision was 90% and the mean number of harvested lymph nodes was 15 (± 9). Using operative time as end-point, the learning curve of rectal cancer robotic surgery identified a cut-off of 57 patients. The technic remained safe with acceptable morbidity and oncological outcomes.


Asunto(s)
Laparoscopía , Neoplasias del Recto , Procedimientos Quirúrgicos Robotizados , Humanos , Procedimientos Quirúrgicos Robotizados/métodos , Curva de Aprendizaje , Resultado del Tratamiento , Neoplasias del Recto/cirugía , Recto/cirugía , Laparoscopía/métodos , Estudios Retrospectivos
2.
Ultrasonography ; 42(1): 147-153, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36414247

RESUMEN

PURPOSE: The learning curve cumulative summation (LC-CUSUM) test is commonly used as a quantitative assessment of the individual learning process. This study aimed to evaluate the skill acquisition process for performing ultrasound staging of endometrial cancer using the LC-CUSUM test. METHODS: Sixty-seven ultrasound examinations performed by two operators were evaluated using the LC-CUSUM test according to their rate of success or failure to correctly stage myometrial invasion, serosa involvement, and pelvic and para-aortic lymph node involvement. The reference standard was the pathologic result. After the learning phase, the cumulative summation (CUSUM) test was applied to assess performance maintenance. RESULTS: The processes achieved satisfactory performance in the majority of the cases according to the established definitions. Operator 1 reached adequate performance within the 30th procedure for all the locations considered, while operator 2 performed fewer than 30 ultrasound examinations by the audit time. The CUSUM test confirmed that the target quality was preserved after the learning phase. Moreover, the ultrasound staging for endometrial cancer was highly accurate. CONCLUSION: Using the LC-CUSUM test made it possible to monitor the achievement and maintenance of a satisfactory performance quantitatively. The LC-CUSUM test could be a valuable instrument to survey diagnostic pathways in gynecological ultrasonography quantitatively.

3.
Surg Endosc ; 36(3): 2096-2104, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-33835255

RESUMEN

BACKGROUND: The current standard treatment for external rectal prolapse and symptomatic high-grade internal rectal prolapse is surgical correction with minimally invasive ventral mesh rectopexy using either laparoscopy or robotic assistance. This study examines the number of procedures needed to complete the learning curve for robot-assisted ventral mesh rectopexy (RVMR) and reach adequate performance. METHODS: A retrospective analysis of all primary RVMR from 2011 to 2019 performed in a tertiary pelvic floor clinic by two colorectal surgeons (A and B) was performed. Both surgeons had previous experience with laparoscopic rectopexy, but no robotic experience. Skin-to-skin operating times (OT) were assessed using LC-CUSUM analyses. Intraoperative and postoperative complications were analyzed using CUSUM analyses. RESULTS: A total of 182 (surgeon A) and 91 (surgeon B) RVMRs were performed in total. There were no relevant differences in patient characteristics between the two surgeons. Median OT was 75 min (range 46-155; surgeon A) and 90 min (range 63-139; surgeon B). The learning curve regarding OT was completed after 36 procedures for surgeon A and 55 procedures for surgeon B. Both before and after completion of the learning curve, intraoperative and postoperative complication rates remained below a predefined acceptable level of performance. CONCLUSIONS: 36 to 55 procedures are required to complete the learning curve for RVMR. The implementation of robotic surgery does not inflict any additional risks on patients at the beginning of a surgeon's learning curve.


Asunto(s)
Laparoscopía , Prolapso Rectal , Procedimientos Quirúrgicos Robotizados , Robótica , Humanos , Laparoscopía/métodos , Curva de Aprendizaje , Prolapso Rectal/complicaciones , Prolapso Rectal/cirugía , Estudios Retrospectivos , Procedimientos Quirúrgicos Robotizados/efectos adversos , Procedimientos Quirúrgicos Robotizados/métodos , Mallas Quirúrgicas , Resultado del Tratamiento
4.
BMC Med Educ ; 21(1): 193, 2021 Apr 06.
Artículo en Inglés | MEDLINE | ID: mdl-33823830

RESUMEN

BACKGROUND: The learning curve cumulative summation test (LC CUSUM test) allows to define an individualized learning curve and determine the moment when clinical proficiency is attained. After acquisition of the skills, the cumulative summation test (CUSUM test) allows to monitor the maintenance of the required level over time. The LC CUSUM test has been frequently used in the field of Obstetrics and Gynecology (Ob/Gyn) for several procedures, but only once for OR. METHODS: We performed a retrospective study at Angers university hospital between May 2017 and September 2018. Seven Ob/Gyn residents and 5 senior physicians were included, and all OR performed during that time (n = 690) were analyzed. The performance index assessed was the oocyte retrieval rate (ORR), defined as the ratio of oocytes retrieved to follicles aspirated. We used the LC CUSUM test to analyze the learning curves of residents, and the CUSUM test to monitor the performance of senior physicians. An ORR ≥50% in 60% of retrievals was defined as the threshold for clinical proficiency. RESULTS: Six hundred seventy-four oocyte retrieval (OR) were included: 315 were performed by residents, 220 by senior physicians, and 139 by both residents and physicians (mixed retrievals). Four residents (57%) reached the threshold after aspirating 82, 67, 53 and 46 ovaries, respectively. The mean number of ovaries aspirated in order to reach clinical proficiency was 62, and the mean number of weeks needed was 21. The duration of the learning period varied between 26 and 80 days. Two senior physicians (40%) remained proficient across the duration of the study, while two physicians (40%) had one statistically "suboptimal" OR, and one physician (20%) had two suboptimal retrievals. CONCLUSION: There is a large variability in the duration of the learning period and the number of procedures needed for a resident to master OR. Senior physicians maintain an adequate performance.


Asunto(s)
Curva de Aprendizaje , Médicos , Competencia Clínica , Femenino , Humanos , Recuperación del Oocito , Embarazo , Estudios Retrospectivos
5.
Ultrasound Obstet Gynecol ; 55(2): 264-268, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31236990

RESUMEN

OBJECTIVE: To investigate how many examinations it takes to be able to identify the pelvic parts of the ureters on transvaginal sonography (TVS). METHODS: This was a prospective study including consecutive women attending a gynecological outpatient clinic in a tertiary referral setting. Prior to commencement of the study, three trainees, with a focus on gynecological surgery and TVS but with no experience in identifying ureters, each observed an expert examiner performing 10 routine TVS examinations, including identification of both ureters. All were standardized gynecological TVS examinations, with visualization of the pelvic part of both ureters. Consecutive women were then examined, first by the expert, unobserved by the trainees, and then by one of the three trainees, in the presence of the expert. To ensure that identification of the pelvic parts of the ureters could be incorporated feasibly into routine gynecological TVS in a tertiary referral setting, a time limit of 150 s was set for successful identification of each ureter. A successful examination was defined by identifying both ureters within the time limit. The number of women examined by each trainee was determined by how quickly they achieved proficiency, which was evaluated using the learning curve cumulative summation (LC-CUSUM) score. RESULTS: Between January 2017 and June 2017, a total of 140 women were recruited for the study, with 135 patients being included in the final analysis. The three trainees were able to identify the right ureter after a maximum of 48 (range, 34-48) TVS examinations, and the left ureter after a maximum of 47 (range, 27-47) TVS examinations. CONCLUSIONS: Sonographers and/or gynecologists who are familiar with gynecological TVS should be able to become proficient in identifying both ureters after 40-50 TVS examinations. Detection of the ureters is a feasible part of the TVS workup of patients attending a clinic in a tertiary referral center. © 2019 the Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of the International Society of Ultrasound in Obstetrics and Gynecology.


Curva de aprendizaje para la detección de las partes pélvicas de los uréteres mediante ecografía transvaginal: estudio de viabilidad OBJETIVO: Investigar cuántos exámenes se necesitan para poder identificar las partes pélvicas de los uréteres en la ecografía transvaginal (ETV). MÉTODOS: Se trata de un estudio prospectivo que incluyó a mujeres que acudieron consecutivamente a una clínica ginecológica ambulatoria en un entorno de especialistas terciarios. Antes de comenzar el estudio, tres pasantes con interés en la cirugía ginecológica y la ETV pero sin experiencia en la identificación de uréteres, observaron respectivamente a un examinador con experiencia mientras realizaba 10 exámenes rutinarios de ETV, incluida la identificación de ambos uréteres. Todos eran exámenes ginecológicos estandarizados por ETV, con visualización de la parte pélvica de ambos uréteres. A continuación, las mujeres fueron examinadas en orden consecutivo, primero por el experto, sin ser observadas por los aprendices, y luego por uno de los tres aprendices, en presencia del experto. Para asegurar que la identificación de las partes pélvicas de los uréteres se pudiera incorporar de manera factible a la ETV ginecológica rutinaria en un entorno de especialistas terciarios, se fijó un plazo de 150 segundos para la identificación satisfactoria de cada uréter. El éxito del examen se definió mediante la identificación de ambos uréteres dentro del plazo establecido. El número de mujeres examinadas por cada aprendiz se determinó por la rapidez con que alcanzaron la competencia, que se evaluó utilizando la puntuación de la suma acumulativa de la curva de aprendizaje (LC-CUSUM, por sus siglas en inglés). RESULTADOS: Entre enero y junio de 2017, se reclutó un total de 140 mujeres para el estudio, y 135 de ellas se incluyeron en el análisis final. Los tres aprendices pudieron identificar el uréter derecho después de un máximo de 48 (rango, 34-48) exámenes de ETV, y el uréter izquierdo después de un máximo de 47 (rango, 27-47) exámenes de ETV. CONCLUSIONES: Los ecografistas y/o ginecólogos que están familiarizados con la ETV ginecológica deberían ser capaces de llegar a ser competentes en la identificación de ambos uréteres después de 40-50 exámenes de ETV. La detección de los uréteres es una parte factible de la ETV de los pacientes que acuden a una clínica en un centro de especialistas terciario. © 2019 Los autores. Ultrasonido en Obstetricia y Ginecología publicado por John Wiley & Sons Ltd. en nombre de la Sociedad Internacional de Ultrasonido en Obstetricia y Ginecología.


Asunto(s)
Ginecología/educación , Curva de Aprendizaje , Pelvis/diagnóstico por imagen , Ultrasonografía/métodos , Uréter/diagnóstico por imagen , Adulto , Estudios de Factibilidad , Femenino , Humanos , Estudios Prospectivos , Vagina/diagnóstico por imagen
6.
Ultrasound Obstet Gynecol ; 54(2): 262-269, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30426587

RESUMEN

OBJECTIVE: To assess the learning curves of trainees during a structured offline/hands-on training program for the ultrasonographic diagnosis of deep infiltrating endometriosis (DIE). METHODS: Four trainees (all Ob/Gyn postgraduates with at least 5 years' experience in ultrasonography in obstetrics and gynecology, but with no experience of sonographic examination of DIE) participated in the study. They underwent a 2-week training program with a single trainer. Day 1 was devoted to theoretical issues and guided offline analysis of 10 three-dimensional ultrasound volumes. During the following days, four sessions of real-time sonographic examinations were performed in a DIE referral center ultrasound unit. In between these sessions, the trainees analyzed four datasets offline, each containing 25 volumes. At the end of each set, misinterpreted volumes were reassessed with the trainer. Presence or absence of DIE at surgery was considered the gold standard. The trainees' learning process was evaluated by learning-curve cumulative summation (LC-CUSUM) and the deviations of the trainees' level of performance at the control stage was assessed by CUSUM (standard CUSUM), for different locations of DIE. RESULTS: The trainees reached competence after an average of 17 (range, 14-21) evaluations for bladder, 40 (range, 30-60) for rectosigmoid, 25 (range, 14-34) for forniceal, 44 (range, 25-66) for uterosacral ligament (USL) and 21 (range, 14-43) for rectovaginal septum (RVS) locations of DIE, and then kept the process under control, with error levels of less than 4.5% until the end of the test. The overall accuracy for each trainee in diagnosis of DIE at the different locations ranged from 0.91 to 0.98 for bladder DIE, from 0.80 to 0.94 for rectosigmoid DIE, from 0.90 to 0.94 for forniceal DIE, from 0.79 to 0.82 for USL DIE and from 0.89 to 0.98 for RVS DIE. CONCLUSIONS: The suggested 2-week training program, based on a mixture of offline and live scanning sessions, is feasible and apparently provides effective training for the ultrasonographic diagnosis of DIE. Copyright © 2018 ISUOG. Published by John Wiley & Sons Ltd.


Asunto(s)
Endometriosis/diagnóstico por imagen , Ginecología/educación , Curva de Aprendizaje , Ultrasonografía/métodos , Competencia Clínica/estadística & datos numéricos , Educación/métodos , Educación/tendencias , Endometriosis/patología , Endometriosis/cirugía , Femenino , Humanos , Italia/epidemiología , Ligamentos/diagnóstico por imagen , Ligamentos/patología , Recto/diagnóstico por imagen , Recto/patología , Sensibilidad y Especificidad , Enfermedades de la Vejiga Urinaria/diagnóstico por imagen , Anomalías Urogenitales/diagnóstico por imagen , Anomalías Urogenitales/patología , Útero/anomalías , Útero/diagnóstico por imagen , Útero/patología , Vagina/diagnóstico por imagen , Vagina/patología
7.
Indian J Surg Oncol ; 8(4): 533-539, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-29203986

RESUMEN

The learning curve for cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) for pseudomyxoma peritonei (PMP) which peaks at 90 procedures for the surgeon may take several years to reach. The cumulative summation (CUSUM) test of the learning curve (LC-CUSUM) was used to assess the safety of the procedure (minimal level of proficiency for the surgeon) in terms of morbidity, mortality, and completeness of cytoreduction and early oncological failure before the peak of the learning curve had been reached. The limits for h0 and h1 were set based on the results of large series of such cases published before. From 2011 to 2016, 77 patients with PMP underwent CRS and HIPEC. The mean peritoneal cancer index (PCI) was 28 and 75% of the patients had a CC-0/1 resection. The grade 3-4 morbidity was 42.6% and the mortality was 5.2%. The 5-year overall survival (OS) was 62.3% and the 3-year disease-free survival (DFS) was 71%. The LC-CUSUM analysis showed that for in-hospital mortality, acceptable limits are reached after the 57th case, after the 38th case for the grade 3-4 morbidity and CC-2/3 resections both and after the 70th case for early oncological failure. The number of cases required to attain a minimal level of proficiency for each prognostic variable is different. Using the CUSUM test, surgeons can analyze their performance and determine the areas in which they need to improve before the peak of the learning curve is reached. These outcomes reflect the performance of the multidisciplinary team and not the surgeon alone.

8.
Gynecol Surg ; 14(1): 19, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29046621

RESUMEN

BACKGROUND: Methods available for assessing the learning curve, such as a predefined number of procedures or direct mentoring are lacking. Our aim was to describe the use of a statistical method to identify the minimal training length of an experienced sonographer, newly trained in deep infiltrating endometriosis (DIE) mapping by evaluating the learning curve of transvaginal ultrasound (TVUS) in the preoperative assessment of endometriosis. METHODS: A retrospective study in a tertiary referral center for endometriosis. Reports and stored data from TVUS scans performed by one operator with training in general gynecological ultrasound, but not in endometriosis mapping, were analyzed retrospectively for patients who subsequently underwent laparoscopy, which served as a reference standard. The performance of TVUS was assessed for the following sites: endometriomas, bladder, vagina, pouch of Douglas, bowel and uterosacral ligaments, and correlated with laparoscopic findings. Sensitivity, specificity, PPV, NPV, and accuracy were calculated, and the operator's diagnostic performance was assessed using the learning curve cumulative summation test (LC-CUSUM). RESULTS: Data from 94 women were available for analysis. The learning curve using the LC-CUSUM graph showed that the sonographer reached the predefined level of proficiency in detecting endometriosis lesions after 20, 26, 32, 31, 38, and 44 examinations for endometriomas, bladder nodules, vaginal nodules, pouch of Douglas obliteration, bowel nodules, and uterosacral ligament nodules, respectively. CONCLUSIONS: LC-CUSUM allows monitoring of individual performance during the learning process of new methodologies. This study shows that a sonographer trained in general gynecologic ultrasonography, who devotes time to learn TVUS for DIE mapping, can achieve proficiency for diagnosing the major types of endometriotic lesions after examining less than 50 patients who subsequently undergo surgery in a training setting.

9.
Ginekol Pol ; 88(1): 9-12, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28157252

RESUMEN

OBJECTIVES: Outpatient hysteroscopy has become an integral part of postgraduate training in gynecology. It is an operator-dependent procedure, however there are no recommendations regarding total number of performed procedures to reach proficiency. MATERIAL AND METHODS: This study aimed to assess the learning curve (LC) using cumulative summation test for learning curve (LC-CUSUM). RESULTS: A success rate of 97% a failure rate ≥ 10% were established to denote an adequate and an inadequate performance. A third-year trainee needed 56 procedures to reach the predefined level of performance. CONCLUSIONS: As the length of the LC for outpatient hysteroscopy seems highly variable, it is reasonable to provide tailored monitoring while training.


Asunto(s)
Competencia Clínica , Ginecología/educación , Histeroscopía/educación , Curva de Aprendizaje , Adulto , Procedimientos Quirúrgicos Ambulatorios/educación , Femenino , Humanos , Persona de Mediana Edad
10.
J Assist Reprod Genet ; 33(8): 1009-15, 2016 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26979744

RESUMEN

PURPOSE: The objective of this prospective, single center study was to develop a personalized training scheme for intracytoplasmic sperm injection (ICSI) through the use of learning curve-cumulative summation (LC-CUSUM), which allows to tailor training to the trainee performance, and to validate it against the performance of experienced embryologists. METHODS: Five trainees microinjected latex microspheres (LM) into vitro matured oocytes. A microinjection was considered successful when the oocyte did not lyse in the 24 h following the injection. RESULTS: Each trainee became proficient at ICSI after a variable number of injections, ranging from 35 to 80. Trainees that achieved proficiency went on to perform ICSI with human gametes in a clinical setting with proficiency comparable to that of experienced embryologists. CONCLUSIONS: We show that LC-CUSUM based personalized ICSI training is feasible and allows trainees to be as proficient as trained embryologists when treating actual patients.


Asunto(s)
Educación/métodos , Microinyecciones , Microesferas , Inyecciones de Esperma Intracitoplasmáticas/métodos , Enseñanza , Humanos , Curva de Aprendizaje , Oocitos/citología , Estudios Prospectivos
11.
Reprod Biomed Online ; 29(2): 187-92, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24832373

RESUMEN

The number of procedures required for a trainee to reach proficiency in oocyte retrieval and the criteria applied to define performance are not well defined. To evaluate the learning curve of oocyte retrieval, this study prospectively evaluated three trainees over 6 months. Oocyte retrieval was monitored by the learning curve-cumulative summation test (LC-CUSUM), a specific statistical tool designed to indicate when a predefined level of performance is reached. Oocytes were retrieved from one ovary by the trainee and from the second ovary by a senior operator in a randomized manner. The main outcome measure was the ratio of oocytes collected and follicles aspirated. A trainee's ratio of ≥ 80% of the senior operator's defined success. From 17 to >50 procedures were necessary for the trainees to reach the predefined level of performance. Cumulative summation tests implemented after the learning phase confirmed that performance was maintained. The present study confirms the large variability in acquiring proficiency for surgical procedures. It provides an exportable model for a quantitative tailored monitoring of the learning curve and for continuous monitoring of performance in oocyte retrieval.


Asunto(s)
Capacitación en Servicio/normas , Curva de Aprendizaje , Recuperación del Oocito , Adulto , Femenino , Humanos , Masculino , Estudios Prospectivos
12.
J Arthroplasty ; 29(3): 586-9, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23998991

RESUMEN

Despite advances in surgical techniques and instrumentation, optimal cup positioning in total hip arthroplasty (THA) is challenging with a limited accuracy. We evaluated whether a learning curve exists for the optimal cup positioning, using the LC-CUSUM test (Learning curve cumulative summation test). We evaluated the first 100 consecutive THA performed by two surgeons, who had a year of fellowship training in the same teaching hospital. A learning curve of cup positioning was plotted in each series using the LC-CUSUM score. There was no significant difference of numbers of outlier between two surgeons (P = 0.079). Both surgeons completed the learning curve of optimal cup positioning before 50 procedures, and maintained competence. A substantial learning period is necessary in the optimal positioning of an acetabular cup.


Asunto(s)
Acetábulo/cirugía , Artroplastia de Reemplazo de Cadera/métodos , Articulación de la Cadera , Prótesis de Cadera , Artropatías/cirugía , Curva de Aprendizaje , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos
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