Evolving the Era of 5D Ultrasound? A Systematic Literature Review on the Applications for Artificial Intelligence Ultrasound Imaging in Obstetrics and Gynecology.

Artificial intelligence (AI) has gained prominence in medical imaging, particularly in obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is considered cost effective and easily accessible but is time consuming and hindered by the need for specialized training. To overcome these limitations, AI models have been proposed for automated plane acquisition, anatomical measurements, and pathology detection. This study aims to overview recent literature on AI applications in OB/GYN US imaging, highlighting their benefits and limitations. For the methodology, a systematic literature search was performed in the PubMed and Cochrane Library databases. Matching abstracts were screened based on the PICOS (Participants, Intervention or Exposure, Comparison, Outcome, Study type) scheme. Articles with full text copies were distributed to the sections of OB/GYN and their research topics. As a result, this review includes 189 articles published from 1994 to 2023. Among these, 148 focus on obstetrics and 41 on gynecology. AI-assisted US applications span fetal biometry, echocardiography, or neurosonography, as well as the identification of adnexal and breast masses, and assessment of the endometrium and pelvic floor. To conclude, the applications for AI-assisted US in OB/GYN are abundant, especially in the subspecialty of obstetrics. However, while most studies focus on common application fields such as fetal biometry, this review outlines emerging and still experimental fields to promote further research.

Risk Factors for Severe Pain and Impairment of Daily Life Activities after Cesarean Section-A Prospective Multi-Center Study of 11,932 Patients.

Cesarean section (CS) is the most widely performed and one of the most painful surgeries. This study investigated postoperative pain after CS using patient-related outcomes (PROs) to identify risk factors for severe pain. The secondary outcome was to evaluate the influence of surgery indication (primary CS (PCS) vs. urgent CS (UCS)). This multi-center, prospective cohort study included data submitted to the pain registry "quality improvement in postoperative pain treatment" (QUIPS) between 2010 and 2020. In total, 11,932 patients were evaluated. Median of maximal pain was 7.0 (numeric rating scale (NRS) 0 to 10); 53.9% suffered from severe pain (NRS ≥ 7), this being related to impairment of mood, ambulation, deep breathing and sleep, as well as more vertigo, nausea and tiredness (p < 0.001). Distraction, relaxation, mobilization, having conversations, patient-controlled analgesia (PCA) and pain monitoring were shown to be protective for severe pain (p < 0.001). Maximal pain in PCS and UCS was similar, but UCS obtained more analgesics (p < 0.001), and experienced more impairment of ambulation (p < 0.001) and deep breathing (p < 0.05). Severe pain has a major effect on daily-life activities and recovery after CS, and depends on modifiable factors. More effort is needed to improve the quality of care after CS.

Intrauterine transfusion in 103 fetuses with severe anemia caused by parvovirus infection. A multicenter retrospective study.

PURPOSE: Evaluating procedure-related complications and perinatal outcomes after intrauterine transfusion (IUT) before or after 20+0 weeks of gestation in fetuses with severe anemia due to intrauterine human parvovirus B19 infection. METHODS: A retrospective study investigating fetuses requiring IUT for fetal Parvo B19 infection in two tertiary referral centers between December 2002 and December 2021. Procedure-related complications, intrauterine fetal death (IUFD), and perinatal outcome were correlated to gestational age (GA) at first IUT, the presence of hydrops and fetal blood sampling results. RESULTS: A total of 186 IUTs were performed in 103 fetuses. The median GA at first IUT was 19+3 (13+0-31+4) weeks of gestation. IUFD occurred in 16/103 fetuses (15.5%). Overall survival was 84.5% (87/103). Hydrops (p = 0.001), lower mean hemoglobin at first IUT (p = 0.001) and low platelets (p = 0.002) were strongly associated with IUFD. There was no difference observed in fetuses transfused before or after 20+0 weeks of gestation. CONCLUSION: IUT is a successful treatment option in fetuses affected by severe anemia due to parvovirus B19 infection in specialized centers. In experienced hands, IUT before 20 weeks is not related to worse perinatal outcome.

Pain levels and patient comfort after lower limb arthroplasty comparing i.v. patient-controlled analgesia, continuous peripheral nerve block and neuraxial analgesia: a retrospective cohort analysis of clinical routine data.

BACKGROUND: Insufficient pain control after lower limb arthroplasty results in delayed recovery and increased risk for pain chronicization. The ideal kind of analgesia is still discussed controversially. We conducted a retrospective analysis of single-center routine data from a German university hospital, including patients receiving either total hip (THA) or knee arthroplasty (TKA). METHODS: All patients received general anesthesia. Patients undergoing THA received either continuous epidural ropivacaine infusion (0.133%, Epi) or patient-controlled analgesia (PCA) with the Wurzburg Pain Drip (tramadol, metamizole and droperidol, WPD) or with piritramide (Pir). After TKA, patients received either continuous femoral nerve block (ropivacaine 0.2%, PNB) or Pir. RESULTS: The analyzed cohort comprised 769 cases. Use of WPD after THA (n = 333) resulted in significantly reduced Numeric Rating Scale (NRS) values at rest, compared to Epi (n = 48) and Pir (n = 72) (.75 [IQR 1.14] vs. 1.17 [1.5], p = .02 vs. 1.47 [1.33], p < .0001) as well as maximum NRS scores (2.4 [1.7] vs. 3.29 [1.94], p < .001 vs. 3.32 [1.76], p < .0001). Positive feedback during follow-up visits was significantly increased in patients with a WPD PCA (p < .0001), while negative feedback (senso-motoric weakness/technical problems/nausea/dizziness/constipation) was particularly increased in Epi patients and lowest in those with WPD (p < .0001). After TKA, Pir (n = 131) resulted in significantly reduced NRS values at rest, compared to PNB (n = 185) (1.4 [1.4] vs. 1.6 [1.68], p = .02). Positive feedback was increased in patients with a Pir PCA in comparison with PNB (p = .04), while negative feedback was increased in PNB patients (p = .04). Overall, WPD presented with the lowest rate of any complications (8.7%), followed by Pir (20.2%), PNB (27.6%) and Epi (31.3%) (p < .001). CONCLUSIONS: In the assessed population, the use of a WPD PCA after THA offered better pain control and patient comfort in comparison with continuous epidural or piritramide-based analgesia. After TKA, the use of a Pir PCA provided superior analgesia and a lower complication rate compared to continuous PNB.

Extensive endometriosis surgery: rASRM and Enzian score independently relate to post-operative complication grade.

PURPOSE: We aimed to assess post-operative complications based on the Clavien-Dindo classification system following routine laparoscopic treatment of all stages of endometriosis. METHODS: A retrospective cohort study was carried out to identify women who underwent laparoscopic complete resection of newly diagnosed endometriosis between 2013 and 2016. 401 patients were identified using hospital database search software, and electronic files were reviewed. The stages of endometriosis had been classified according to the revised score of the American Society of Reproductive Medicine (rASRM) and the Enzian classification in cases of deep infiltrating endometriosis. Post-operative complications were recorded based on the Clavien-Dindo classification. Multivariate regression analysis was used to investigate the impact of the stages of endometriosis and surgical steps on complications. RESULTS: Grade III complications requiring surgical, endoscopic, or radiological intervention occurred in only 1.7% of patients and were significantly associated with rASRM stage IV (OR 1.8). Grade II complications (blood transfusion, total parenteral nutrition) occurred in 18.7% of patients. rASRM stage IV (OR 2.0), hysterectomy (OR 3.2), conversion to laparotomy (OR 11.1), and bowel resection (OR 27.6) were significantly associated with increased risk of grade II complications. rASRM stages I-III did not show an effect on post-operative complications or hospital stay. CONCLUSIONS: Clavien-Dindo complication grading was readily applicable to laparoscopic removal of endometriosis of all stages. Higher Clavien-Dindo grades correctly reflected clinically relevant complications and were associated with deep infiltrating endometriosis, stage IV endometriosis, bowel surgery, or hysterectomy. Clavien-Dindo classification can be recommended for evaluation of laparoscopic endometriosis surgery outcome.

Endometriosis reduces ovarian response in controlled ovarian hyperstimulation independent of AMH, AFC, and women's age measured by follicular output rate (FORT) and number of oocytes retrieved.

PURPOSE: To determine the influence of endometriosis on the ovarian response during controlled ovarian hyperstimulation measured by number of oocytes retrieved and the follicular output rate (FORT). METHODS: A retrospective, single center study included 96 women, who underwent ICSI treatments for male factor infertility according to World Health Organisation between 2016 until 2018. A total of 96 patients were included in the study with 205 fresh ICSI cycles. The study group included 26 patients with endometriosis after surgical and medical treatment; the control group included 70 patients without endometriosis. The women with endometriosis underwent 47 and the control group 158 ICSI cycles. Women underwent fresh intracytoplasmatic sperm injection cycles after controlled ovarian hyperstimulation following a GnRH-antagonist protocol. The FORT was calculated as the ratio of pre-ovulatory follicle count × 100/small antral follicle count at baseline. RESULTS: A lower number of retrieved oocytes (5.89 vs. 7.25, p = 0.045), lower FORT (75.67 vs. 94.63, p = 0.046), lower number of metaphase II oocytes (4.87 vs. 6.04, p = 0.046), and lower fertilization rate after intracytoplasmatic sperm injection (40.61 vs. 57.76, p = 0.003) were found in women with endometriosis compared to women without endometriosis. The number of oocyctes retrieved was 0.71 lower in the group with endometriosis than in the group without (p = 0.026). The FORT was 24.55% lower in the group with endometriosis (p = 0.025). CONCLUSIONS: Endometriosis reduces the FORT and the number of metaphase-II oocytes after controlled ovarian hyperstimulation independly of women's age, antral follicle count and anti-Müllerian hormone.

Endometriosis and Beta-hCG > 775 IU/l Increase the Risk of Non-tube-preserving Surgery for Tubal Pregnancy.

INTRODUCTION: Tubal pregnancy is the most clinically relevant form of ectopic pregnancy. Surgery consisting of laparoscopic salpingotomy is the therapeutic gold standard. This study looked at risk factors for non-tube-preserving surgery. The aim was to determine a cut-off value for beta-hCG levels, which could be used to predict the extent of tubal surgery. MATERIALS AND METHOD: 97 patients with tubal pregnancy who underwent primary salpingotomy in the Department of Gynecology and Obstetrics of Jena University Hospital between 2010 and 2016 were retrospectively analyzed. A prior medical history of risk factors such as adnexitis, ectopic pregnancy, tubal surgery, treatment for infertility and intrauterine pessary was included in the analysis. The study population was divided into two subgroups: (1) a group which underwent laparoscopic linear salpingotomy, and (2) a group which had laparoscopic partial tubal resection or salpingectomy. Risk factors for salpingectomy were determined using binary logistic regression analysis. Statistical analysis was done using SPSS, version 24.0, to identify risk factors for non-tube-preserving surgery. RESULTS: 68 patients (70.1%) underwent laparoscopic salpingotomy and 29 patients (29.9%) had laparoscopic salpingectomy. The two groups differed with regard to age (p = 0.01) but not with regard to the parameters 'gestational age', 'viability and rupture status of the ectopic pregnancy' or 'symptoms at presentation'. Patients who were known to have endometriosis prior to surgery or who were diagnosed with endometriosis intraoperatively were more likely to undergo salpingectomy (OR: 3.28; 95% CI: 0.9 - 10.8; p = 0.05). Calculated mean beta-hCG levels were higher in the salpingectomy group compared to the group who had tube-preserving salpingotomy (3277.8 IU/l vs. 9338.3 IU/l, p = 0.01). A cut-off beta-hCG value of 775 IU/l prior to surgery was predictive for salpingectomy with a true positive rate of 86.2% and increased the probability that salpingectomy would be necessary (OR: 5.23; 95% CI: 0.229 - 0.471; p = 0.005). CONCLUSION: Endometriosis and a beta-hCG value of more than 775 IU/l significantly increased the risk for non-tube-preserving surgery in women with tubal pregnancy.

Hyperthermic intraperitoneal chemotherapy with cisplatin and paclitaxel in advanced ovarian cancer: a multicenter prospective observational study.

OBJECTIVE: Cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) have been recently reported with favorable oncological outcomes as treatment of advanced epithelial ovarian cancer (EOC). The aim of this study was to demonstrate the feasibility of CRS+HIPEC with cisplatin and paclitaxel for the treatment of advanced EOC. METHODS: This is a prospective observational study of 54 patients, from April 2007 to October 2013, with primary or recurrent peritoneal carcinomatosis due to EOC. The mean age was 54.51±9.34. Thirty patients (59%) had primary EOC, and 24 patients (41%) had recurrent disease. RESULTS: Mean peritoneal cancer index was 10.11 (range, 0 to 28), complete cytoreduction (CC0) was achieved for 47 patients (87%), CC1 for seven patients (13%). Patients with suboptimal cytoreduction (CC2 and CC3) were not included in the study. The mean stay in intensive care unit was 4.73±5.51 days and the mean hospitalization time was 24.0±10.03 days. We did not observe any intraoperative death. Seven patients (13%) required additional operations. Three patients (5.6%) died within 30 days from the procedure. Severe complications were seen in 19 patients (35.2%). During the follow-up period, disease recurred in 33 patients (61.1%); the median disease-free survival time was 12.46 months and the median overall survival time was 32.91 months. CONCLUSION: CRS+HIPEC with cisplatin and paclitaxel for advanced EOC is feasible with acceptable morbidity and mortality. Additional follow-up and further studies are needed to determine the effects of HIPEC on long term survival.

Combination of pre-emptive port-site and intraoperative intraperitoneal ropivacaine for reduction of postoperative pain: a prospective cohort study.

OBJECTIVE: To evaluate the effectiveness of intraoperatively applied local ropivacaine added to standard analgesic therapy in reducing postoperative pain intensity and opioid requirement under routine hospital conditions. STUDY DESIGN: In this prospective controlled cohort study, 303 consecutive patients receiving a gynaecological laparoscopic intervention at the Jena University Hospital were included. The study cohort (n=168) received, in addition to standard pain management, a port-site (PS) infiltration with ropivacaine prior to incision and intraperitoneal (IP) instillation at the end of surgery. On the first postoperative day patients answered a validated questionnaire, and requirement of rescue analgesics was assessed. RESULTS: Pain intensity was assessed on an 11-point numeric rating scale (NRS) from 0=no pain to 10=most severe pain. Reported pain intensity for movement-related pain was significantly lower (p=.001) in the study group compared with the control group (4.4 (SD 2.4) vs. 5.3 (SD 2.2) respectively). Minimal pain intensity after operation was also significantly lower in the study cohort (2.6 (SD 1.7) vs. 2.1 (SD 1.8), (p=.007)). Significantly fewer patients required rescue opioids for analgesia in the ropivacaine cohort (p=.001). The requested dose of rescue opioid (piritramide) in this cohort was also lower (p=.035) with 6.5mg (SD 4.9) vs. 8.7mg (SD 6.6), and demanded later (p=.001) with 4.3h after surgery vs. 3.1h. Patients in the study cohort experienced less nausea (p=.046). Higher satisfaction scores with pain management were reported in the ropivacaine group 12.7 (SD 2.5) vs. 11.6 (SD 2.8) (p<.001) (16-point NRS with 0=not at all, 15=completely satisfied). CONCLUSION: Addition of pre-emptive port-site plus intraperitoneal ropivacaine to standard postoperative analgesic therapy reduced postoperative pain intensity and opioid consumption in gynaecological laparoscopy.