Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 15 de 15
Filtrar
1.
Artículo en Inglés | MEDLINE | ID: mdl-38532548

RESUMEN

OBJECTIVE: The aim of the present study was to evaluate the impact of late third-trimester sonographic estimation of large for gestational age fetuses on pregnancy management and selected fetal and maternal adverse outcomes. METHODS: A retrospective cohort study was conducted in a tertiary, university-affiliated medical center between 2015 and 2019. All singleton large-for-gestational-age neonates born during this period were included. The cohort was divided into two groups: neonates for whom fetal weight was estimated on late third trimester (<14 days before delivery) sonography and neonates with no recent fetal weight estimation. The groups were compared for pregnancy management strategies, rates of labor induction, cesarean deliveries, and maternal and neonatal outcomes. RESULTS: A total of 1712 neonates were included in the study, among whom 791 (46.2%) had a late third-trimester fetal weight estimation (study group) and 921 (53.8%) did not (control group). Compared to the control group, the study group was characterized by higher rates of maternal primiparity (24.20% vs 19.20%, P = 0.013), higher maternal body mass index (26.0 ± 6.2 kg/m2 vs 24.7 ± 4.5 kg/m2, P = 0.002), more inductions of labor (29.84% vs 16.40%, P < 0.001) and cesarean deliveries (31.0% vs 19.97%, P < 0.001). There were no clinical differences in neonatal birth weight (4041 ± 256 g vs 3984 264 g, P < 0.001) and no significant differences between other neonatal outcomes, as rates of admission to the neonatal intensive care unit, jaundice, hypoglycemia, and shoulder dystocia. CONCLUSION: Late third-trimester sonographic fetal weight estimation is associated with a higher rate of labor induction and planned and intrapartum cesarean deliveries. In this retrospective cohort study, those interventions did not lead to reduction in maternal or neonatal adverse outcomes.

2.
BMC Pregnancy Childbirth ; 24(1): 59, 2024 Jan 12.
Artículo en Inglés | MEDLINE | ID: mdl-38216863

RESUMEN

OBJECTIVE: True umbilical cord knot (TUCK) is a rare finding that often leads to intensified surveillance and patient anxiety. This study sought to evaluate the incidence, risk factors, and obstetric and neonatal outcomes of TUCK. METHODS: A retrospective cohort study was conducted at a tertiary university medical center in 2007-2019. Patients with singleton pregnancies diagnosed postnatally with TUCK were identified and compared to women without TUCK for obstetric and neonatal outcomes using propensity score matching (PSM). RESULTS: TUCK was diagnosed in 780 of the 96,766 deliveries (0.8%). Women with TUCK were older than those without TUCK (32.57 vs. 31.06 years, P < 0.001) and had higher gravidity (3 vs. 2, P < 001) and a higher rate of prior stillbirth (1.76% vs. 0.43%, P < 0.01). Following covariate adjustment, 732 women with TUCK were compared to 7320 matched controls. TUCK was associated with emergency cesarean delivery due to non-reassuring fetal heart rate (2.54% vs. 4.35%, P = 0.008, OR 1.71, 95%CI 1.14-2.56) and intrapartum meconium-stained amniotic fluid (19.26% vs. 15.41%, P = 0.022, OR 1.31, 95%CI 1.04-1.65). Neonatal outcomes were comparable except for higher rates of 1-min Apgar score < 7 and neonatal seizures in the TUCK group. The stillbirth rate was higher in the TUCK group, but the difference was not statistically significant (1.23% vs 0.62%, P = 0.06, OR 1.96, 95%CI 0.96-4.03). CONCLUSIONS: TUCK has several identifiable risk factors. Pregnant women with TUCK may cautiously be informed of the relatively low risks of major obstetric or perinatal complications. The lower occurrence of stillbirth in the TUCK group warrants further study.


Asunto(s)
Meconio , Mortinato , Recién Nacido , Embarazo , Femenino , Humanos , Mortinato/epidemiología , Estudios Retrospectivos , Relevancia Clínica , Puntaje de Propensión , Cordón Umbilical , Puntaje de Apgar
3.
Int J Gynaecol Obstet ; 165(2): 772-777, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-37947211

RESUMEN

OBJECTIVE: Maternal thrombocytopenia during pregnancy may occur due to several possible etiologies, with potential neonatal impact. The aim of the present study was to investigate whether there is a correlation between maternal and neonatal platelet count among women with thrombocytopenia during pregnancy. METHODS: A cross-sectional retrospective study (2012-2019) was conducted at a tertiary medical center. Complete blood count was routinely measured in all patients on admission to the delivery ward. Thrombocytopenia was defined as a platelet count below 150 K/µL. Clinical and outcome parameters of thrombocytopenic mothers and their newborns were collected from the electronic files and analyzed by severity of maternal thrombocytopenia. RESULTS: Of 45 385 women with a documented platelet count at admission, 2841 (6.24%) had thrombocytopenia: 2623 (5.7%) mild (100-149 K/µL), 207 (0.45%) moderate (50-99 K/µL), and 11 (0.02%) severe (<50 K/µL). Eight newborns had thrombocytopenia; corresponding rates by severity of maternal thrombocytopenia were 0.11%, 1.43%, and 18.18% (P = 0.04). None of the thrombocytopenic neonates had an intraventricular hemorrhage or other bleeding complications. The correlation between maternal and neonatal platelet counts was weak (Pearson r = 0.038; P = 0.046). CONCLUSION: We suggest that although the chances of neonatal thrombocytopenia are higher with worsening maternal thrombocytopenia, actual occurrence is rare, and the correlation is poor. Therefore, maternal thrombocytopenia cannot be regarded as a significant risk factor for neonatal thrombocytopenia. Neonatal platelet count should be obtained when maternal thrombocytopenia is autoimmune or less than 100 K/µL.


Asunto(s)
Complicaciones Hematológicas del Embarazo , Púrpura Trombocitopénica Idiopática , Trombocitopenia Neonatal Aloinmune , Embarazo , Humanos , Femenino , Recién Nacido , Trombocitopenia Neonatal Aloinmune/epidemiología , Trombocitopenia Neonatal Aloinmune/etiología , Púrpura Trombocitopénica Idiopática/complicaciones , Estudios Retrospectivos , Estudios Transversales , Complicaciones Hematológicas del Embarazo/epidemiología , Factores de Riesgo
4.
Eur J Obstet Gynecol Reprod Biol ; 292: 97-101, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37992425

RESUMEN

OBJECTIVE: To report maternal and neonatal outcomes of subsequent pregnancies in a series of women with a prior uterine rupture. METHODS: The records of all 103,542 deliveries (22,286 by cesarean section) performed in a single tertiary medical center from 2009 to 2021 were reviewed. Women with a prior uterine rupture, defined as a separation of the entire thickness of the uterine wall, with extrusion of fetal parts and intra-amniotic contents into the peritoneal cavity documented in the operative report of the previous cesarean delivery or laparotomy, were identified for inclusion in the study. RESULTS: The cohort included 38 women with 50 pregnancies (50 neonates). Women had been scheduled for elective cesarean delivery at early term. Mean gestational age at delivery was 36 + 4 weeks (±5 days). In 7 pregnancies (14 %), spontaneous labor occurred before the scheduled cesarean delivery (at 36 + 6, 35 + 4, 35 + 3, 34 + 6, 34 + 3, 32 + 6 and 31 + 0 gestational weeks). A recurrent uterine scar rupture was found in 4 pregnancies (8 %), and uterine scar dehiscence, in 2 pregnancies (4 %), all identified during elective repeat cesarean delivery. In none of these cases was there a clinical suspicion beforehand; all had good maternal and neonatal outcomes. One parturient with placenta previa-accreta had a planned cesarean hysterectomy. CONCLUSION: Women with prior uterine rupture have good maternal and neonatal outcomes in subsequent pregnancies when managed at a tertiary medical center, with planned elective term cesarean delivery, or even earlier, at the onset of spontaneous preterm labor.


Asunto(s)
Placenta Accreta , Rotura Uterina , Recién Nacido , Embarazo , Femenino , Humanos , Lactante , Rotura Uterina/epidemiología , Rotura Uterina/etiología , Rotura Uterina/cirugía , Cesárea/efectos adversos , Resultado del Embarazo , Cicatriz , Útero , Dehiscencia de la Herida Operatoria , Estudios Retrospectivos
5.
J Matern Fetal Neonatal Med ; 36(2): 2286928, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38044265

RESUMEN

OBJECTIVE: The primary aim of this study is to utilize a neural network model to predict adverse neonatal outcomes in pregnancies complicated by gestational diabetes (GDM). DESIGN: Our model, based on XGBoost, was implemented using Python 3.6 with the Keras framework built on TensorFlow by Google. We sourced data from medical records of GDM-diagnosed individuals who delivered at our tertiary medical center between 2012 and 2016. The model included simple pregnancy parameters, maternal age, body mass index (BMI), parity, gravity, results of oral glucose tests, treatment modality, and glycemic control. The composite neonatal adverse outcomes defined as one of the following: large or small for gestational age, shoulder dystocia, fetal umbilical pH less than 7.2, neonatal intensive care unit (NICU) admission, respiratory distress syndrome (RDS), hyperbilirubinemia, or polycythemia. For the machine training phase, 70% of the cohort was randomly chosen. Each sample in this set consisted of baseline parameters and the composite outcome. The remaining samples were then employed to assess the accuracy of our model. RESULTS: The study encompassed a total of 452 participants. The composite adverse outcome occurred in 29% of cases. Our model exhibited prediction accuracies of 82% at the time of GDM diagnosis and 91% at delivery. The factors most contributing to the prediction model were maternal age, pre-pregnancy BMI, and the results of the single 3-h 100 g oral glucose tolerance test. CONCLUSION: Our advanced neural network algorithm has significant potential in predicting adverse neonatal outcomes in GDM-diagnosed individuals.


Asunto(s)
Diabetes Gestacional , Embarazo , Recién Nacido , Femenino , Humanos , Diabetes Gestacional/diagnóstico , Resultado del Embarazo/epidemiología , Edad Materna , Algoritmos , Redes Neurales de la Computación , Estudios Retrospectivos
6.
Eur Heart J Case Rep ; 7(8): ytad406, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37637097

RESUMEN

Background: Spontaneous coronary artery dissection (SCAD) is a common and under-recognized cause of myocardial infarction during the post-partum period. Case summary: We report a case of a young women presenting with chest pain in the post-partum period. Her clinical appearance was that of a myocardial infarction, and angiography was indicative of a Type 2 SCAD. The patients had persistent chest pain, reduced left ventricular function, and critical left anterior descending artery stenosis. Percutaneous coronary intervention was done with caution. Shared decision-making with the patient helped guide the medical treatment plan and follow-up. Discussion: We discuss the clinical considerations surrounding the management of this patient.

7.
J Clin Med ; 12(11)2023 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-37297815

RESUMEN

BACKGROUND: The number of nulliparous women over the age of 35 is consistently increasing, and the optimal delivery strategy is a subject of ongoing discussion. This study compares perinatal outcomes in nulliparous women aged ≥35 years undergoing a trial of labor (TOL) versus a planned cesarean delivery (CD). METHODS: A retrospective cohort study including all nulliparous women ≥ 35 years who delivered a single term fetus at a single center between 2007-2019. We compared obstetric and perinatal outcomes according to mode of delivery-TOL versus a planned CD, in three different age groups: (1) 35-37 years, (2) 38-40 years, and (3) >40 years. RESULTS: Out of 103,920 deliveries during the study period, 3034 women met the inclusion criteria. Of them, 1626 (53.59%) were 35-37 years old (group 1), 848 (27.95%) were 38-40 (group 2), and 560 (18.46%) were >40 years (group 3). TOL rates decreased as age increased: 87.7% in group 1, 79.3% in group 2, and 50.1% in group 3, p < 0.001. Rates of successful vaginal delivery were 83.4% in group 1, 79.0% in group 2, and 69.4% in group 3, p < 0.001). Neonatal outcomes were comparable between a TOL and a planned CD. Using multivariate logistic regression, maternal age was found to be independently associated with slightly increased odds for a failed TOL (aOR = 1.13, CI 95% 1.067-1.202). CONCLUSIONS: A TOL at advanced maternal age appears to be safe, with considerable success rates. As maternal age advances, there is a small additive risk of intrapartum CD.

8.
J Clin Med ; 12(12)2023 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-37373814

RESUMEN

BACKGROUND: Inflammatory bowel disease (IBD) can have an impact on pregnancy outcomes due to the effect of the disease activity and medication use. This study aimed to evaluate the pregnancy outcomes in IBD patients treated at a multidisciplinary clinic. METHODS: This study was a retrospective cohort study including consecutive pregnant patients with IBD having a singleton gestation attending a multidisciplinary clinic between 2012 and 2019. The IBD activity and management throughout gestation were assessed. The pregnancy outcomes included: adverse neonatal and maternal outcomes, mode of delivery, and three integrative outcomes: (1) a favorable pregnancy outcome, (2) a poor pregnancy outcome, and (3) an unfavorable maternal outcome. The IBD pregnant cohort was compared with a cohort of non-IBD pregnant women delivering at the same shift. Multivariable logistic regression was used for risk assessment. RESULTS: Pregnant women with IBD (141) and without (1119) were included. Mean maternal age was 32 [±4] years. Patients with IBD had a higher rate of nulliparity (70/141 (50%) vs. 340/1119 (30%), p < 0.001) and lower BMI (21.42 kg/m2 (19.18-23.44) vs. 22.48 (20.31-25.59), p = 0.002). All the other characteristics were comparable. Most patients with IBD 124/141 (88%) were in clinical remission at conception; with maintenance therapy in 117/141 patients (83%). A third of the patients, 43/141 (30.5%), were treated with biologics. Exacerbation occurred during pregnancy in 51/141 (36%). The majority of the maternal and neonatal outcomes and all the composite outcomes were comparable between the patients with IBD and the women without IBD. Cesarean delivery was more frequent in patients with IBD (49/141 (34.8%) vs. 270/1119 (24.1%), p = 0.021). IBD was not associated with composite outcomes. CONCLUSIONS: In pregnant patients with IBD followed at a multidisciplinary clinic, the pregnancy outcomes were encouraging and comparable to those of the women without IBD.

9.
BMC Pregnancy Childbirth ; 23(1): 463, 2023 Jun 22.
Artículo en Inglés | MEDLINE | ID: mdl-37349738

RESUMEN

BACKGROUND: Rapid delivery is important in cases of umbilical cord prolapse to prevent hypoxic injury to the fetus/neonate. However, the optimal decision-to-delivery interval remains controversial. OBJECTIVE: The aim of the study was to investigate the association between the decision-to-delivery interval in women with umbilical cord prolapse, stratified by fetal heart rate pattern at diagnosis, and neonatal outcome. STUDY DESIGN: The database of a tertiary medical center was retrospectively searched for all cases of intrapartum cord prolapse between 2008 and 2021. The cohort was divided into three groups according to findings on the fetal heart tracing at diagnosis: 1) bradycardia; 2) decelerations without bradycardia; and 3) reassuring heart rate. The primary outcome measure was fetal acidosis. The correlation between cord blood indices and decision-to-delivery interval was analyzed using Spearman's rank correlation coefficient. RESULTS: Of the total 103,917 deliveries performed during the study period, 130 (0.13%) were complicated by intrapartum umbilical cord prolapse. Division by fetal heart tracing yielded 22 women (16.92%) in group 1, 41 (31.53%) in group 2, and 67 (51.53%) in group 3. The median decision-to-delivery interval was 11.0 min (IQR 9.0-15.0); the interval was more than 20 min in 4 cases. The median cord arterial blood pH was 7.28 (IQR 7.24-7.32); pH was less than 7.2 in 4 neonates. There was no correlation of cord arterial pH with decision-to-delivery interval (Spearman's Ρ = - 0.113; Ρ = 0.368) or with fetal heart rate pattern (Spearman's Ρ = .425; Ρ = .079, Ρ = - .205; Ρ = .336, Ρ = - .324; Ρ = .122 for groups 1-3, respectively). CONCLUSION: Intrapartum umbilical cord prolapse is a relatively rare obstetric emergency with an overall favorable neonatal outcome if managed in a timely manner, regardless of the immediately preceding fetal heart rate. In a clinical setting which includes a high obstetric volume and a rapid, protocol-based, response, there is apparently no significant correlation between decision-to-delivery interval and cord arterial cord pH.


Asunto(s)
Bradicardia , Enfermedades Fetales , Embarazo , Recién Nacido , Femenino , Humanos , Estudios Retrospectivos , Bradicardia/etiología , Bradicardia/diagnóstico , Enfermedades Fetales/diagnóstico , Cordón Umbilical , Sangre Fetal , Prolapso
10.
Int J Gynaecol Obstet ; 163(3): 931-939, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37254627

RESUMEN

OBJECTIVE: To examine suboptimal antenatal corticosteroid (ACS) administration based on indications and maternal-obstetrical factors. METHODS: Women who prematurely delivered (24 + 0 to 36 + 6 gestational weeks) a viable neonate following ACS treatment between 2012 and 2019 were identified by a retrospective database review. The cohort was divided into patients in whom ACS administration was optimally timed (≥24 h to ≤7 days) or suboptimally timed (>7 days). The groups were compared for ACS indications and maternal, obstetrical, and neonatal parameters. RESULTS: The cohort included 399 women. ACS timing was optimal in 233 patients (58%) and was associated with nulliparity (109 [46.8%] vs. 54 [32.5%], P = 0.004) and preterm premature rupture of membranes (89 [38.2%] vs. 45 [27.1%], P = 0.021). Suboptimal timing was associated with chronic hypertension (22 [9.4%] vs. 36 [21.7%], P < 0.001) and asymptomatic cervical shortening (23 [9.9%] vs. 26 [15.7%], P = 0.020). Optimal ACS timing was associated with higher neonatal intensive care unit admission (135 [58%] vs. 71 [42.8%], P = 0.003). On multivariate analysis, the adjusted odds ratio (aOR) of neonatal intensive care unit admission was 0.69 (95% confidence interval [CI], 0.58-0.83, P < 0.001) and 0.99 (95% CI, 0.99-1, P = 0.003) when adjusted for gestational age and birth weight, respectively. When adjusting for maternal age, the aOR for suboptimal ACS administraion due to chronic hypertension was 2.65 (95% CI, 1.49-4.72; P < 0.001). CONCLUSION: Optimal timing of ACS varies based on different maternal characteristics and clinical indications. In the presence of certain parameters physicians tend to administer ACS suboptimally, diminishing its beneficial effect.


Asunto(s)
Hipertensión , Nacimiento Prematuro , Recién Nacido , Embarazo , Humanos , Femenino , Nacimiento Prematuro/prevención & control , Nacimiento Prematuro/tratamiento farmacológico , Estudios Retrospectivos , Atención Prenatal , Edad Gestacional , Corticoesteroides/uso terapéutico
11.
Eur J Obstet Gynecol Reprod Biol ; 284: 100-104, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-36965213

RESUMEN

Oocyte maturation is affected by various patient and cycle parameters and has a key effect on treatment outcome. A prediction model for oocyte maturation rate formulated by using machine learning and neural network algorithms has not yet been described. A retrospective cohort study that included all women aged ≤ 38 years who underwent their first IVF treatment using a flexible GnRH antagonist protocol in a single tertiary hospital between 2010 and 2015. 462 patients met the inclusion criteria. Median maturation rate was approximately 80%. Baseline characteristics and treatment parameters of cycles with high oocyte maturation rate (≥80%, n = 236) were compared to cycles with low oocyte maturation rate (<80%, n = 226). We used an XGBoost algorithm that fits the training data using decision trees and rates factors according to their influence on the prediction. For the machine training phase, 80% of the cohort was randomly selected, while rest of the samples were used to evaluate our model's accuracy. We demonstrated an accuracy rate of 75% in predicting high oocyte maturation rate in GnRH antagonist cycles. Our model showed an operating characteristic curve with AUC of 0.78 (95% CI 0.73-0.82). The most predictive parameters were peak estradiol level on trigger day, estradiol level on antagonist initiation day, average dose of gonadotropins per day and progesterone level on trigger day. A state-of-the-art machine learning algorithm presented promising ability to predict oocyte maturation rate in the first GnRH antagonist flexible protocol using simple parameters before final trigger for ovulation. A prospective study to evaluate this model is needed.


Asunto(s)
Hormona Liberadora de Gonadotropina , Inducción de la Ovulación , Femenino , Humanos , Embarazo , Algoritmos , Gonadotropina Coriónica/farmacología , Estradiol , Fertilización In Vitro/métodos , Oocitos , Inducción de la Ovulación/métodos , Índice de Embarazo , Estudios Prospectivos , Estudios Retrospectivos , Adulto
12.
Inflamm Bowel Dis ; 29(7): 1098-1104, 2023 07 05.
Artículo en Inglés | MEDLINE | ID: mdl-36049022

RESUMEN

BACKGROUND: Pregnant patients with inflammatory bowel diseases (IBDs) are frequently treated with immunomodulatory agents and may be at increased risk of adverse outcomes, including peripartum infections. We sought to examine the risk for peripartum infections in patients with IBD compared with control subjects and identify potential risk factors associated with peripartum infections in these patients. METHODS: This retrospective cohort study compared peripartum infection rates and associated risk factors between pregnant women with and without IBD. The study population included women attending a dedicated joint maternal-fetal medicine and gastroenterology clinic for pregnant women with IBD between 2012 and 2019 at the Rabin Medical Center in Israel, a major referral center for patients with IBD. For each patient, 5 women without IBD were matched according to the newborn's birth date (±2 years), age, parity, and body mass index. Peripartum infection was defined as any 1 of the following: chorioamnionitis, maternal fever (>38°C) detected during labor or postpartum hospitalization, and positive culture taken during the hospitalization. RESULTS: Overall, 195 pregnant women with IBD (72 [37%] with ulcerative colitis, 123 [63%] with Crohn's disease) were matched with 888 control subjects. The mean disease duration was 8.4 ±â€…7.02 years. IBD therapy, used by 81%, included most frequently 5-aminosalicylic acid (44%) and tumor necrosis factor inhibitors (27%). Peripartum infections were observed in 15 (7.7%) patients and 49 (5.5%) control subjects (P = 1.00). No medication significantly increased the likelihood of peripartum infection. Cesarean delivery was more likely among women with IBD but was not associated with an increased risk of peripartum infection. CONCLUSIONS: Peripartum infections were comparable in patients with IBD and control subjects. These reassuring data augment existing knowledge of obstetrical outcomes in IBD patients and contribute to the discussion between caregivers and patients.


In a retrospective cohort study that compared peripartum infection rates and associated risk factors between 195 pregnant women with inflammatory bowel disease (IBD) and 888 pregnant women without IBD, the rates of peripartum infection were comparable: 7.7% and 5.5%, respectively (P = 1.00). None of the IBD-related variables (IBD type, disease activity, or immunosuppressive therapy) were found to be associated with an elevated risk for peripartum infection.


Asunto(s)
Colitis Ulcerosa , Enfermedad de Crohn , Enfermedades Inflamatorias del Intestino , Recién Nacido , Humanos , Femenino , Embarazo , Estudios Retrospectivos , Periodo Periparto , Enfermedades Inflamatorias del Intestino/complicaciones , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Enfermedades Inflamatorias del Intestino/epidemiología , Colitis Ulcerosa/complicaciones , Colitis Ulcerosa/tratamiento farmacológico , Colitis Ulcerosa/epidemiología , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/tratamiento farmacológico , Enfermedad de Crohn/epidemiología
13.
J Gynecol Obstet Hum Reprod ; 51(9): 102466, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36041694

RESUMEN

OBJECTIVES: Endometrial cancer is the most common gynecologic malignancy in developed countries. The overall risk of recurrence is associated with traditional risk factors. METHODS: Machine learning was used to predict recurrence among women who were diagnosed and treated for endometrial cancer between 2002 and 2012 at elven university-affiliated centers. The median follow-up time was 5 years. The following data were retrieved from the medical records and fed into the algorithm: age, chronic metabolic diseases, family and personal cancer history, hormone replacement therapy use, endometrial thickness, uterine polyp presence, complete blood count results, albumin, Ca-125 level, surgical staging, histology, depth of myometrial invasion, LVSI, grade, pelvic washing cytology, and adjuvant treatment. We used XGBoost algorithm, which fits the training data using decision trees, and can also rate the factors according to their influence on the prediction. RESULTS: 1935 women were identified of whom 325 had recurrent disease. On the randomly picked samples, the specificity was 55% and the sensitivity was 98%. Our model showed an operating characteristic curve with AUC of 0.84. CONCLUSIONS: A machine learning algorithm presented promising ability to predict recurrence of endometrial cancer. The algorithm provides an opportunity to identify at-risk patients who may benefit from adjuvant therapy, tighter surveillance, and early intervention.


Asunto(s)
Neoplasias Endometriales , Recurrencia Local de Neoplasia , Femenino , Humanos , Israel , Estudios Retrospectivos , Recurrencia Local de Neoplasia/patología , Neoplasias Endometriales/diagnóstico , Neoplasias Endometriales/terapia , Neoplasias Endometriales/patología , Aprendizaje Automático , Albúminas
14.
Telemed J E Health ; 28(1): 93-101, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-33729014

RESUMEN

Background: Mobile medical devices for self-patient use are a rapidly evolving section of telehealth. We examined the INSTINCT® ultrasound system, a portable, self-operated ultrasound device attached to a commercial smartphone for remote fetal assessment. We aimed to evaluate whether it is feasible to use remote fetal assessment during pregnancy. Materials and Methods: This is an observational noninterventional trial. We included women with a singleton fetus at 14 + 0 to 39 + 6 gestational weeks. Each participant received the device for a self-use period of 7-14 days and was instructed to perform one to three scans a day. Participants completed a self-assessment questionnaire to evaluate safety and usability (i.e., user experience and satisfaction). Each scan was evaluated for fetal heart activity, amniotic fluid volume, fetal tone, fetal body, and breathing movements. Results: One hundred women, completing 1,360 self scans, used the device for 8.1 ± 1.5 days, performing an average of 13.6 ± 6.2 scans each. There were no device-related serious adverse events. Success in detection was 95.3% for fetal heart activity, 88.3% for body movements, 69.4% for tone, 92.2% for normal amniotic fluid volume, and 23.8% for breathing movements. Interobserver agreement was 94.4% for fetal heart rate activity, 85.9% for body movements, 69.5% for fetal tone, 86.9% for amniotic fluid volume, and 94.0% for breathing movements. Self-assessed user experience was rated at 4.4/5, whereas device satisfaction was rated at 3.9/5. Conclusion: The INSTINCT ultrasound system is a feasible solution for remote sonographic fetal assessment. Further studies are needed to assess its role and impact in telehealth antenatal care and fetal surveillance.


Asunto(s)
Frecuencia Cardíaca Fetal , Telemedicina , Líquido Amniótico , Femenino , Humanos , Embarazo , Atención Prenatal , Ultrasonografía
15.
Acta Parasitol ; 61(1): 178-86, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26751890

RESUMEN

The aim of this retrospective, population-based study was to characterize demographically and clinically cystic-echinococcosis (CE) in southern Israel, between 2005 and 2012. Newly-diagnosed (nd-CE) and past-diagnosed (pd-CE, diagnosed before the study) cases were defined. Two populations live in southern-Israel, receiving medical treatment at a single hospital: the Jewish and the Bedouin populations (resembling resource-rich and resource-poor populations, respectively). 126 CE cases were identified; 55 nd-CE and 71 pd-CE. Mean annual nd-CE incidence per 100,000 in the Bedouin and Jewish populations were 2.7 ± 1.2 and 0.4 ± 0.3, respectively (P<0.001). None of the Bedouin and 86.5% of the Jewish patients were born outside Israel. Liver and lung involvement were recorded in 85.7% and 15.1% of overall-CE, respectively. Abdominal pain, cough, fever, eosinophilia and asymptomatic disease were documented in 63.6%, 32.7%, 27.3%, 41.5% and 12.7% of nd-CE, respectively. Serology sensitivity for first test and any positive test were 67.3% and 83.3%, respectively. Computed tomography, ultrasonography and X-ray diagnosis were documented in 79.2%, 58.4% and 17.0% of overall-CE, respectively, with ultrasonography mainly used in liver-CE and X-ray in lung-CE. Treatment included surgery and albendazole in 50.0% and 55.3% of CE, respectively. We conclude that CE is endemic in southern-Israel among the Bedouin population, while disease is probably mainly imported in the Jewish population. Liver involvement and eosinophilia rates were high compared with those of other endemic regions, possibly due to differences in the timing of diagnosis. These findings may help developing treatment and prevention strategies.


Asunto(s)
Equinococosis/epidemiología , Albendazol/uso terapéutico , Antihelmínticos/uso terapéutico , Pruebas Diagnósticas de Rutina/métodos , Equinococosis/patología , Equinococosis/terapia , Enfermedades Endémicas , Etnicidad , Humanos , Incidencia , Israel/epidemiología , Estudios Retrospectivos , Sensibilidad y Especificidad , Procedimientos Quirúrgicos Operativos
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...