Objective To evaluate the clinical application value of the half-Fourier acquisition single-shot turbo spin echo(HASTE)sequence based on deep learning(DL)in pancreatic T2WI.Methods Data were collected from 41 patients who un-derwent both BLADE and DL-HASTE sequence scans during pancreatic T2WI at some hospital from February to July 2023.Qualitative assessments were made regarding overall image quality,pancreatic edge sharpness,pancreatic duct edge sharp-ness,pancreatic duct visua-lization(proximal,middle and distal segments)and lesion visibility of BLADE-sequence and DL-HASTE-sequence images.Quantitative assessments were carried out in terms of scan time,signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR).Statistical analyses were performed using SPSS 24.0.Results DL-HASTE sequence behaved significantly better than BLADE in pancreatic duct edge sharpness,pancreatic duct visualization,lesion visibility,scan time and CNR,while worse in pane-reatic edge sharpness(all P＜0.05).There were significant differences between DL-HASTE and BLADE sequences in overall image quality and SNR(all P＞0.05).Conclusion The DL-HASTE sequence maintains image quality while significantly shor-tening scan time,making it suitable for patients with irregular respiratory rates.[Chinese Medical Equipment Journal,2025,46(3):59-63]

Objective To investigate the efficacy and safety of domestic RECO flow restoration device in endovascular treatment of acute ischemic stroke(AIS)patients in a real-world setting.Methods From January 2019 to June 2021,consecutive patients with acute intracranial vessel occlusion treated with RECO device from 8 stroke centers in Jiangsu Province were analyzed retrospectively.Baseline and clinical data were collected,including age,gender,baseline modified Rankin scale(mRS)scores,National Institutes of Health stroke scale(NIHSS)score on admission,trial of Org 10172 in acute stroke treatment(TOAST)classification,responsible location of occlusion,wake-up stroke,and medical history(hypertension,diabetes mellitus,hyperlipidemia,atrial fibrillation,coronary heart disease,peripheral arterial disease),smoking,and alcohol consumption.Furthermore,surgical parameters were collected,including time indicators(intervals between symptom onset,admission,puncture and recanalization),preoperative intravenous thrombolysis,general anesthesia,combination of aspiration,number of passes,first pass effect(modified thrombolysis in cerebral infarction[mTICI]grade 3 achieved with s single stent-based thrombectomy),rescue therapy(including thrombectomy with other stents,intra-arterial urokinase thrombolysis,intra-arterial application of tirofiban,emergency angioplasty[stent implantation,balloon dilatation,balloon dilatation combined with stent implantation]),balloon guided catheter and NIHSS score at discharge.The effectiveness indicators included immediate successful recanalization after the operation(mTICI grade ≥ 2b),complete recanalization(mTICI grade 3),and a good prognosis at 90 d after the operation(mRS score ≤2).The safety indicators included symptomatic intracranial hemorrhage(sICH)within 24 h after the operation,device-related intraoperative complications(such as thrombus escape,iatrogenic dissection,bleeding at the surgical site),and all-cause mortality within 90 days after the operation.All patients were divided into the anterior circulation occlusion group and the posterior circulation occlusion group according to the location of the responsible occluded vessel,and the effectiveness and safety indexes were analyzed.Results A total of 366 patients with AIS caused by intracranial vessel occlusion who underwent mechanical thrombectomy with the domestic RECO thrombectomy stent were included.The average age was(69±11)years,with 54 patients(14.8％)over 80 years old and 221 patients(60.4％)male.There were 296 patients in the anterior circulation occlusion group and 70 patients in the posterior circulation occlusion group.(1)Immediate successful recanalization(mTICI grade≥2b)was achieved in 337 patients(92.1％),and complete recanalization was achieved in 282 patients(77.0％)immediately after the operation.The average number of thrombectomies was(1.9±1.0)times,and 141 patients(38.5％)achieved recanalization on the first attempt.9 patients(2.5％)used other stents during the operation,and 65 patients(17.8％)underwent emergency angioplasty.The incidence of sICH within 24 h after the operation was 10.9％(40/366),the good prognosis rate at 90 d after the operation was 53.6％(196/366),and the all-cause mortality rate at 90 d after the operation was 23.0％(84/366).The incidence of device-related intraoperative complications was 3.6％(13/366).The median time from arterial puncture to recanalization was 75(52,110)min,and the median time from onset to recanalization was 370(280,488)min.(2)The good prognosis rates at 90 d after the operation in the anterior and posterior circulation occlusion groups were 55.1％(163/296)and 47.1％(33/70),respectively.The immediate successful recanalization rates were 93.2％(276/296)and 87.1％(61/70),respectively.The immediate complete recanalization rates were 79.1％(234/296)and 68.6％(48/70),respectively.The incidence of sICH within 24h after the operation was 12.2％(36/296)and 5.7％(4/70),respectively.The incidence of device-related intraoperative complications was 3.7％(11/296)and 2.9％(2/70),respectively.The all-cause mortality rate within 90 d after the operation was 21.6％(64/296)and 28.6％(20/70),respectively.There were no statistically significant differences between the two groups in the above aspects(all P＞0.05).Conclusions The application of the domestic RECO thrombectomy stent in the treatment of AIS caused by intracranial vessel occlusion can effectively and safely achieve vascular recanalization.The results of this study still need to be further verified by prospective controlled studies.

Objective To evaluate the clinical application value of the half-Fourier acquisition single-shot turbo spin echo(HASTE)sequence based on deep learning(DL)in pancreatic T2WI.Methods Data were collected from 41 patients who un-derwent both BLADE and DL-HASTE sequence scans during pancreatic T2WI at some hospital from February to July 2023.Qualitative assessments were made regarding overall image quality,pancreatic edge sharpness,pancreatic duct edge sharp-ness,pancreatic duct visua-lization(proximal,middle and distal segments)and lesion visibility of BLADE-sequence and DL-HASTE-sequence images.Quantitative assessments were carried out in terms of scan time,signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR).Statistical analyses were performed using SPSS 24.0.Results DL-HASTE sequence behaved significantly better than BLADE in pancreatic duct edge sharpness,pancreatic duct visualization,lesion visibility,scan time and CNR,while worse in pane-reatic edge sharpness(all P＜0.05).There were significant differences between DL-HASTE and BLADE sequences in overall image quality and SNR(all P＞0.05).Conclusion The DL-HASTE sequence maintains image quality while significantly shor-tening scan time,making it suitable for patients with irregular respiratory rates.[Chinese Medical Equipment Journal,2025,46(3):59-63]

Objective To investigate the efficacy and safety of domestic RECO flow restoration device in endovascular treatment of acute ischemic stroke(AIS)patients in a real-world setting.Methods From January 2019 to June 2021,consecutive patients with acute intracranial vessel occlusion treated with RECO device from 8 stroke centers in Jiangsu Province were analyzed retrospectively.Baseline and clinical data were collected,including age,gender,baseline modified Rankin scale(mRS)scores,National Institutes of Health stroke scale(NIHSS)score on admission,trial of Org 10172 in acute stroke treatment(TOAST)classification,responsible location of occlusion,wake-up stroke,and medical history(hypertension,diabetes mellitus,hyperlipidemia,atrial fibrillation,coronary heart disease,peripheral arterial disease),smoking,and alcohol consumption.Furthermore,surgical parameters were collected,including time indicators(intervals between symptom onset,admission,puncture and recanalization),preoperative intravenous thrombolysis,general anesthesia,combination of aspiration,number of passes,first pass effect(modified thrombolysis in cerebral infarction[mTICI]grade 3 achieved with s single stent-based thrombectomy),rescue therapy(including thrombectomy with other stents,intra-arterial urokinase thrombolysis,intra-arterial application of tirofiban,emergency angioplasty[stent implantation,balloon dilatation,balloon dilatation combined with stent implantation]),balloon guided catheter and NIHSS score at discharge.The effectiveness indicators included immediate successful recanalization after the operation(mTICI grade ≥ 2b),complete recanalization(mTICI grade 3),and a good prognosis at 90 d after the operation(mRS score ≤2).The safety indicators included symptomatic intracranial hemorrhage(sICH)within 24 h after the operation,device-related intraoperative complications(such as thrombus escape,iatrogenic dissection,bleeding at the surgical site),and all-cause mortality within 90 days after the operation.All patients were divided into the anterior circulation occlusion group and the posterior circulation occlusion group according to the location of the responsible occluded vessel,and the effectiveness and safety indexes were analyzed.Results A total of 366 patients with AIS caused by intracranial vessel occlusion who underwent mechanical thrombectomy with the domestic RECO thrombectomy stent were included.The average age was(69±11)years,with 54 patients(14.8％)over 80 years old and 221 patients(60.4％)male.There were 296 patients in the anterior circulation occlusion group and 70 patients in the posterior circulation occlusion group.(1)Immediate successful recanalization(mTICI grade≥2b)was achieved in 337 patients(92.1％),and complete recanalization was achieved in 282 patients(77.0％)immediately after the operation.The average number of thrombectomies was(1.9±1.0)times,and 141 patients(38.5％)achieved recanalization on the first attempt.9 patients(2.5％)used other stents during the operation,and 65 patients(17.8％)underwent emergency angioplasty.The incidence of sICH within 24 h after the operation was 10.9％(40/366),the good prognosis rate at 90 d after the operation was 53.6％(196/366),and the all-cause mortality rate at 90 d after the operation was 23.0％(84/366).The incidence of device-related intraoperative complications was 3.6％(13/366).The median time from arterial puncture to recanalization was 75(52,110)min,and the median time from onset to recanalization was 370(280,488)min.(2)The good prognosis rates at 90 d after the operation in the anterior and posterior circulation occlusion groups were 55.1％(163/296)and 47.1％(33/70),respectively.The immediate successful recanalization rates were 93.2％(276/296)and 87.1％(61/70),respectively.The immediate complete recanalization rates were 79.1％(234/296)and 68.6％(48/70),respectively.The incidence of sICH within 24h after the operation was 12.2％(36/296)and 5.7％(4/70),respectively.The incidence of device-related intraoperative complications was 3.7％(11/296)and 2.9％(2/70),respectively.The all-cause mortality rate within 90 d after the operation was 21.6％(64/296)and 28.6％(20/70),respectively.There were no statistically significant differences between the two groups in the above aspects(all P＞0.05).Conclusions The application of the domestic RECO thrombectomy stent in the treatment of AIS caused by intracranial vessel occlusion can effectively and safely achieve vascular recanalization.The results of this study still need to be further verified by prospective controlled studies.

People frequently struggle to juggle their work, family, and social life in today’s fast-paced environment, which can leave them exhausted and worn out. The development of technologies for detecting fatigue while driving is an important field of research since driving when fatigued poses concerns to road safety. In order to throw light on the most recent advancements in this field of research, this paper provides an extensive review of fatigue driving detection approaches based on electroencephalography (EEG) data. The process of fatigue driving detection based on EEG signals encompasses signal acquisition, preprocessing, feature extraction, and classification. Each step plays a crucial role in accurately identifying driver fatigue. In this review, we delve into the signal acquisition techniques, including the use of portable EEG devices worn on the scalp that capture brain signals in real-time. Preprocessing techniques, such as artifact removal, filtering, and segmentation, are explored to ensure that the extracted EEG signals are of high quality and suitable for subsequent analysis. A crucial stage in the fatigue driving detection process is feature extraction, which entails taking pertinent data out of the EEG signals and using it to distinguish between tired and non-fatigued states. We give a thorough rundown of several feature extraction techniques, such as topology features, frequency-domain analysis, and time-domain analysis. Techniques for frequency-domain analysis, such wavelet transform and power spectral density, allow the identification of particular frequency bands linked to weariness. Temporal patterns in the EEG signals are captured by time-domain features such autoregressive modeling and statistical moments. Furthermore, topological characteristics like brain area connection and synchronization provide light on how the brain’s functional network alters with weariness. Furthermore, the review includes an analysis of different classifiers used in fatigue driving detection, such as support vector machine (SVM), artificial neural network (ANN), and Bayesian classifier. We discuss the advantages and limitations of each classifier, along with their applications in EEG-based fatigue driving detection. Evaluation metrics and performance assessment are crucial aspects of any detection system. We discuss the commonly used evaluation criteria, including accuracy, sensitivity, specificity, and receiver operating characteristic (ROC) curves. Comparative analyses of existing models are conducted, highlighting their strengths and weaknesses. Additionally, we emphasize the need for a standardized data marking protocol and an increased number of test subjects to enhance the robustness and generalizability of fatigue driving detection models. The review also discusses the challenges and potential solutions in EEG-based fatigue driving detection. These challenges include variability in EEG signals across individuals, environmental factors, and the influence of different driving scenarios. To address these challenges, we propose solutions such as personalized models, multi-modal data fusion, and real-time implementation strategies. In conclusion, this comprehensive review provides an extensive overview of the current state of fatigue driving detection based on EEG signals. It covers various aspects, including signal acquisition, preprocessing, feature extraction, classification, performance evaluation, and challenges. The review aims to serve as a valuable resource for researchers, engineers, and practitioners in the field of driving safety, facilitating further advancements in fatigue detection technologies and ultimately enhancing road safety.

Objective·To establish a mouse model with dormant cancer and no obvious metastasis by combining the preimmune strategy with the mVenus-p27K-cell G0 phase indicator system,the DTR-HSV/TK suicide gene system,and the Luc2-tdTomato tracer system.Methods·The KPC1199 mouse pancreatic cancer cell line was transfected with the mVenus-p27K-cell G0 phase indicator system,the DTR-HSV/TK suicide gene system,and the Luc2-tdTomato tracer system to construct a stable expression cell line,KPC1199-PDL.After being cultured in the serum-free condition,KPC1199-PDL cells were sorted into mVenus(+)cells and mVenus(-)cells by flow cytometry,and the expression of G0 phase-related genes was verified by real-time fluorescence quantitative PCR(qPCR).Sensitivity of KPC1199-PDL cells to diphtheria toxin(DTX)and ganciclovir(GCV)was evaluated by CCK-8 assay.A transsplenic portal vein-hepatic metastasis model was constructed in wild-type C57BL/6 mice to validate the function of KPC1199-PDL cells in vivo by immunofluorescence technology.The KPC1199-PDL cells were injected subcutaneously into C57BL/6 mice,followed by in situ injection of DTX and GCV to ablate subcutaneous tumors 5 d later,to obtain preimmunized mice.The transsplenic portal vein-hepatic metastasis models were constructed in these mice.Bioluminescence imaging was used to evaluate subcutaneous tumor ablation and hepatic metastasis in the mice,and immunofluorescence assay was used to detect the distribution and dormant state of tumor cells in the livers of preimmunize mice.Results·The three tool systems were stably expressed in KPC1199-PDL cells,and their proliferative ability was not affected.In the serum starving condition,some KPC1199-PDL cells expressed the mVenus protein,indicating entry into the G0 phase;the mVenus(+)cells sorted out by flow cytometry exhibited significantly higher expression of G0 phase-related genes(all P<0.05)and significantly lower expression of the proliferation-related gene compared with mVenus(-)cells(P<0.05).The CCK-8 assay demonstrated high sensitivity of KPC1199-PDL cells to DTX and GCV.In vivo experiments confirmed that KPC1199-PDL cells could be effectively traced through tdTomato protein expression,and could indicate entry into the G0 phase through mVenus protein expression.Following subcutaneous tumor implantation and drug ablation,preimmunized mice were successfully obtained.In the subsequent transsplenic portal vein-hepatic metastasis model,no metastatic signals were observed in the liver by bioluminescence imaging,but single or small clusters of G0 phase tumor cells expressing both mVenus and tdTomato,not expressing the proliferation marker Ki67,were detected in liver tissue sections by immunofluorescence analysis.Conclusions·A recognizable and traceable dormant cancer model is constructed with the combination of the preimmune mouse model of pancreatic cancer,the mVeneus-p27K-indicator system,the DTR-HSV/TK suicide gene system,and the Luc2-tdTomato tracer system.

Objective To apply a COMSOL-based finite element analysis method to investigating the electric field effects produced by the human lower limb musculoskeletal system under the synergistic effects of stress field and electromagnetic field.Methods Firstly,a 3D human body model was constructed by Maxon Cinema 4D R21 software,and then imported into COMSOL 6.1 software in STL format.Secondly,an electromagnetic field intervention and stress loading model for the left lower limb of the human body was designed and constructed,in which 15 Hz quasi-pulse group current signals were used for electromagnetic field excitation and the stress field was realized by applying a vibration load with an average compressive force of about 90 N/cm2 to the left foot of the human body.Finally,the electromagnetic properties of human tissue were simulated by numerical simulation,and then the effects of stress field or elecromagnetic field or combined stress field and electromagnetic field on human bioelectric field were compared.Results Simulation results showed that the electric field intensity peaked at the leg joints under both electromagnetic and stress fields acting alone or synergistically,the bioelectric field intensity generated by the human body was related to the distance from the exogenous excitation loading location,and the electric field generated under synergistic action was equivalent to the linear superposition of the bioelectric field in the tissue induced by the electromagnetic field and the stress field acting alone.Conclusion Data supplement is provided for predicting bioelectric field changes within the musculoskeletal tissue,and theoretical foundation is laid for the development and application of multi-physics field synergistic intervention therapy for treating the disorders of the lower limb musculos-keletal system.[Chinese Medical Equipment Journal,2024,45(9):21-26]

Humans ; Consensus ; Hypersensitivity ; Desensitization, Immunologic/adverse effects* ; Immunotherapy/adverse effects* ; Injections, Subcutaneous ; Allergens

Objective: To compare the surgical outcome of robotic thyroidectomy through transoral approach and the bilateral breast-axillary approach. Methods: Retrospective analysis was made on the clinical data of patients who performed transoral robotic thyroidectomy (TORT group) or bilateral breast-axillary approach (BABA group) in the Department of Thyroid and Breast Surgery, the 960th Hospital of People's Liberation Army from July 2020 to May 2022. Both groups received lobectomy with lymph node dissection of the central region. A total of 100 cases were included in the study, including 48 cases in the TORT group and 52 cases in the BABA group. The propensity score matching method was used for 1∶1 matching of patients between the 2 groups, with a match tolerance of 0.03. There were 31 patients in each group successfully matched. In the TORT group, there were 5 males and 26 females, aged (33.2±7.9) years (range: 21 to 53 years). While there were 4 males and 27 females in the BABA group, aged (34.6±9.2) years (range: 19 to 58 years). The t test, Mann-Whitney U test, χ² test or Fisher exact test were used to compare the clinical efficacy between the two groups. Results: All the patients successfully completed robotic thyroid surgery without conversion to open surgery. Compared with BABA group, the TORT group had longer operation time ((211.3±57.2) minutes vs. (126.2±37.8) minutes, t=6.915, P<0.01), shorter drainage tube retention time ((5.4±1.0) days vs. (6.4±1.2) days, t=-3.544, P=0.001), shorter total hospital stay ((6.6±1.2) days vs. (7.4±1.3) days, t=-2.353, P=0.022), and higher cosmetic score (9.46±0.25 vs. 9.27±0.26, t=2.925, P=0.005). There was no significant difference between the two groups in the number of lymph nodes dissection, metastasis in the central compartment, and the incidence of postoperative complications (all P>0.05). Conclusions: Compared with the bilateral breast-axillary approach, the transoral vestibular approach of robotic thyroidectomy is also safe and effective. It shows similar surgical results to the bilateral breast-axillary approach in strictly selected patients, but the postoperative recovery speed is much faster, and the hospital stay is shorter. Transoral robotic thyroidectomy is a more recommended surgical method for patients with high aesthetic demand.
Male ; Female ; Humans ; Robotic Surgical Procedures/methods* ; Thyroid Neoplasms/surgery* ; Thyroidectomy/methods* ; Retrospective Studies ; Neck Dissection/methods* ; Axilla/pathology* ; Treatment Outcome

This study aimed to explore the mechanism of n-butanol alcohol extract of Baitouweng Decoction(BAEB) in the treatment of vulvovaginal candidiasis(VVC) in mice based on the negative regulation of NLRP3 inflammasome via PKCδ/NLRC4/IL-1Ra axis. In the experiment, female C57BL/6 mice were divided randomly into the following six groups: a blank control group, a VVC model group, high-, medium-, and low-dose BAEB groups(80, 40, and 20 mg·kg~(-1)), and a fluconazole group(20 mg·kg~(-1)). The VVC model was induced in mice except for those in the blank control group by the estrogen dependence method. After modeling, no treatment was carried out in the blank control group. The mice in the high-, medium-, and low-dose BAEB groups were treated with BAEB at 80, 40, and 20 mg·kg~(-1), respectively, and those in the fluconazole group were treated with fluconazole at 20 mg·kg~(-1). The mice in the VVC model group received the same volume of normal saline. The general state and body weight of mice in each group were observed every day, and the morphological changes of Candida albicans in the vaginal lavage of mice were examined by Gram staining. The fungal load in the vaginal lavage of mice was detected by microdilution assay. After the mice were killed, the degree of neutrophil infiltration in the vaginal lavage was detected by Papanicolaou staining. The content of inflammatory cytokines interleukin(IL)-1β, IL-18, and lactate dehydrogenase(LDH) in the vaginal lavage was tested by enzyme-linked immunosorbent assay(ELISA), and vaginal histopathology was analyzed by hematoxylin-eosin(HE) staining. The expression and distribution of NLRP3, PKCδ, pNLRC4, and IL-1Ra in vaginal tissues were measured by immunohistochemistry(IHC), and the expression and distribution of pNLRC4 and IL-1Ra in vaginal tissues were detected by immunofluorescence(IF). The protein expression of NLRP3, PKCδ, pNLRC4, and IL-1Ra was detected by Western blot(WB), and the mRNA expression of NLRP3, PKCδ, pNLRC4, and IL-1Ra was detected by qRT-PCR. The results showed that compared with the blank control group, the VVC model group showed redness, edema, and white secretions in the vagina. Compared with the VVC model group, the BAEB groups showed improved general state of VVC mice. As revealed by Gram staining, Papanicolaou staining, microdilution assay, and HE staining, compared with the blank control group, the VVC model group showed a large number of hyphae, neutrophils infiltration, and increased fungal load in the vaginal lavage, destroyed vaginal mucosa, and infiltration of a large number of inflammatory cells. BAEB could reduce the transformation of C. albicans from yeast to hyphae. High-dose BAEB could significantly reduce neutrophil infiltration and fungal load. Low-and medium-dose BAEB could reduce the da-mage to the vaginal tissue, while high-dose BAEB could restore the damaged vaginal tissues to normal levels. ELISA results showed that the content of inflammatory cytokines IL-1β, IL-18, and LDH in the VVC model group significantly increased compared with that in the blank control group, and the content of IL-1β, IL-18 and LDH in the medium-and high-dose BAEB groups was significantly reduced compared with that in the VVC model group. WB and qRT-PCR results showed that compared with the blank control group, the VVC model group showed reduced protein and mRNA expression of PKCδ, pNLRC4, and IL-1Ra in vaginal tissues of mice and increased protein and mRNA expression of NLRP3. Compared with the VVC model group, the medium-and high-dose BAEB groups showed up-regulated protein and mRNA expression of PKCδ, pNLRC4, and IL-1Ra in vaginal tissues and inhibited protein and mRNA expression of NLRP3 in vaginal tissues. This study indicated that the therapeutic effect of BAEB on VVC mice was presumably related to the negative regulation of NLRP3 inflammasome by promoting PKCδ/NLRC4/IL-1Ra axis.
Female ; Animals ; Humans ; Mice ; Candidiasis, Vulvovaginal/drug therapy* ; Inflammasomes/genetics* ; Interleukin-18 ; NLR Family, Pyrin Domain-Containing 3 Protein/genetics* ; 1-Butanol/pharmacology* ; Fluconazole/therapeutic use* ; Interleukin 1 Receptor Antagonist Protein/therapeutic use* ; Mice, Inbred C57BL ; Candida albicans ; Cytokines ; Drugs, Chinese Herbal/pharmacology* ; Ethanol ; RNA, Messenger ; Calcium-Binding Proteins/therapeutic use*