Cardiotocography (CTG) is a commonly used technique of electronic fetal monitoring (EFM) for evaluating fetal well-being, which has the disadvantage of lower diagnostic rate caused by subjective factors. To reduce the rate of misdiagnosis and assist obstetricians in making accurate medical decisions, this paper proposed an intelligent assessment approach for analyzing fetal state based on fetal heart rate (FHR) signals. First, the FHR signals from the public database of the Czech Technical University-University Hospital in Brno (CTU-UHB) was preprocessed, and the comprehensive features were extracted. Then the optimal feature subset based on the k-nearest neighbor (KNN) genetic algorithm (GA) was selected. At last the classification using least square support vector machine (LS-SVM) was executed. The experimental results showed that the classification of fetal state achieved better performance using the proposed method in this paper: the accuracy is 91%, sensitivity is 89%, specificity is 94%, quality index is 92%, and area under the receiver operating characteristic curve is 92%, which can assist clinicians in assessing fetal state effectively.
With the development and improved availability of low-dose computed tomography (LDCT), an increasing number of patients are clinically diagnosed with lung cancer manifesting as ground-glass nodules. Although radical surgery is currently the mainstay of treatment for patients with early-stage lung cancer, traditional anatomic lobectomy and mediastinal lymph node dissection (MLND) are not ideal for every patient. Clinically, it is critical to adopt an appropriate approach to pulmonary lobectomy, determine whether it is necessary to perform MLND, establish standard criteria to define the scope of lymph node dissection, and optimize the decision-making process. Thereby avoiding over- and under-treatment of lung cancer with surgical intervention and achieving optimal results from clinical diagnosis and treatment are important issues before us.
Along with the popularity of low-dose computed tomography lung cancer screening, an increasing number of lung ground-glass opacity (GGO) lesions are detected. The pathology of GGO could be benign, but persistent GGO indicates early-stage lung cancer. Distinct from traditional lung cancer, GGO-featured lung cancer is more common in the young, nonsmokers and females. GGO-featured lung cancer represents an indolent type of malignancy with a long time to intervene. However, there is still no consensus on the screening, pathology, surgical procedure, and postoperative surveillance of GGO-featured lung cancer. Therefore, we proposed a personalized treatment strategy for GGO-featured lung cancer. The screening for GGO-featured lung cancer should be conducted at young age and low frequency. Adenocarcinoma in situ, minimally invasive adenocarcinoma, lepidic, and non-lepidic growth patterns could present as GGO. The following issues should be taken into consideration while determining the treatment of GGO-featured lung cancer: avoiding treating benign disease as malignancies, avoiding treating early-stage disease as advanced-stage disease, avoiding treating indolent malignancy as aggressive malignancy, and choosing appropriate timing to receive surgery without affecting life tracks and career developments. Bronchoscope and bone scan are not necessary for preoperative examinations of GGO-featured lung adenocarcinoma. For selected patients, sublobar resection without mediastinal lymph node dissection might be sufficient. Intraoperative frozen section is an effective method to guide resection strategy. Given the excellent survival of GGO-featured lung cancer, a less intensive postoperative surveillance strategy may be sufficient.
Recently, an editorial in Cell Research illuminated the concept of the curative time window for lung adenocarcinoma. Within this window, patients could achieve 100.0% 5-year or 10-year post-operative recurrence-free survival. Adenocarcinoma in situ and minimally invasive adenocarcinoma in pathology, as well as pure ground-glass opacity in radiology could be regarded as the curative time window. However, not all the patients can catch this time window. A precise understanding of this concept helps elevate the curative rate for lung cancer patients and mitigate the risks of overdiagnosis and overtreatment. This article delves into the accurate comprehension of the surgical curative time window for lung adenocarcinoma, proposed a clinical strategy for early-stage lung adenocarcinoma, and introduced clinical procedures comprising of this time window. It offers fresh insights into the timing of surgical interventions for lung adenocarcinoma.
Objective Based on the PSQ-18 scale, to evaluate the effects of disease classification early warning system (DCEWS) on operation quality of health examination center (HEC). Methods By means of the comparable and retrospective cohort study methods, using “PSQ-18” of American Rand Corporation as a tool, taking the date when HEC implemented DCEWS as node, and adopting statistic software for random sampling, it was divided into two groups: the traditional group (before implementing DCEWS, n=475) and the early warning group (after implementing DCEWS, n=473). The PSQ-18 scale scores of both groups were analyzed so as to assess the effects of DCEWS on HEC. Results Such factors as sex, age, education level and family average monthly income had certain effects on the score of PSQ-18, but there was no significant difference between the two groups (Pgt;0.05); in the following 4 dimensions as the ways of interpersonal communication, degree of doctor-patient communication, convenience degree and the overall satisfaction of patients, the PSQ-18 scores of the traditional group and the early warning group were 4.0±0.92/4.2±0.97, 3.8±0.94/4.0±0.96, 4.4±0.60/4.6±0.6, 4.2±0.87/4.4±0.94, respectively, with significant differences (all Plt;0.05). Conclusion The implementation of “Disease classification early waning system” can significantly increase the “patient satisfaction” of health examinees, and can significantly improve the operation quality of health examination center.
ObjectiveTo evaluate the effectivness of using high porous polyethylene lower eyelid spacers (Medpor LES) combined with the lateral tarsal-strip procedure for reconstruction of the eyelid closure function in paralytic lagophthalmus after facial palsy. MethodsBetween March 2008 and December 2012, 32 patients (32 eyelids) with hypophasis in facial palsy which all sorts of causes lead to were treated with Medpor LES combined with the lateral tarsal-strip procedure. Of 32 cases, 20 were male and 12 were female, aged from 20 to 72 years (mean, 46.8 years). The left eye was involved in 18 cases and the right eye in 14 cases with a disease duration of 1.5 months to 2 years (mean, 4.4 months). All the patients were shown as lower eyelid ectropion, lower eyelid retraction, exposure keratitis, and corneal ulcer, but no obvious upper eyelid retraction was observed. ResultsPrimary healing of incision was obtained in all patients. The edema time of the eyelid was from 5 days to 3 weeks (mean, 2 weeks). Conjunctival edema appeared in 4 cases after 2 weeks of operation, which was cured after expectant treatment. The patients were followed up 5-8 months (mean, 6 months). At 1 week, 3 and 6 months after operation, the height of palpebral fissure was reduced, and the degree of lagophthalmus and low eyelid retraction were significantly corrected (P<0.05), but no significant difference among different time points after operation (P>0.05). Outer canthus displacement occurred in 3 cases at 1 month postoperatively, and was cured after the lateral tarsal strip procedure. No lower eyelid ectropion, corneal exposure, or Medpor LES displacement and exposure occurred during follow-up. ConclusionMedpor LES combined with the lateral tarsal-strip procedure has good effectiveness for reconstruction of eyelid closure function in most cases of paralytic lagophthalmus after facial palsy.
ObjectiveTo elucidate the correlation between radiological tumor size (RTS) and pathological tumor size (PTS), and to evaluate the accuracy of clinical T staging. Methods Data on patients who underwent complete resection between September 2018 and June 2019 were retrospectively collected. The correlation between RTS and PTS was analyzed by and we assessed the agreement between clinical and pathologic T staging. Results Finally, 1 880 patients were included. There were 778 males and 1 102 females at average age of 57±11 years. In the entire cohort, the RTS and PTS was 19.1±13.5 mm and 17.7±14.0 mm, respectively (P<0.001). The RTS and PTS showed a strong linear correlation with the Pearson’s correlation coefficient calculated as 0.897. The mean RTS was significantly larger than PTS (P<0.001) in tumors≤3 cm, but significantly smaller in tumors>4 cm. The overall concordance rate between clinical and pathological T staging was 65.6%. Clinical staging failed to detect T4 disease in 29.4% (5/17) of patients. Male patients and the presence of cavities within nodules were independent significant factors leading to inaccurate clinical T staging. Conclusions The correlation between the tumor sizes measured on thin-section computed tomography and pathologic specimens varies with the real tumor size. Methods and techniques for improving clinical T staging accuracy is in urgent need.