Retrieving keyframes most relevant to text from small intestine videos with given labels can efficiently and accurately locate pathological regions. However, training directly on raw video data is extremely slow, while learning visual representations from image-text datasets leads to computational inconsistency. To tackle this challenge, a small bowel video keyframe retrieval based on multi-modal contrastive learning (KRCL) is proposed. This framework fully utilizes textual information from video category labels to learn video features closely related to text, while modeling temporal information within a pretrained image-text model. It transfers knowledge learned from image-text multimodal models to the video domain, enabling interaction among medical videos, images, and text data. Experimental results on the hyper-spectral and Kvasir dataset for gastrointestinal disease detection (Hyper-Kvasir) and the Microsoft Research video-to-text (MSR-VTT) retrieval dataset demonstrate the effectiveness and robustness of KRCL, with the proposed method achieving state-of-the-art performance across nearly all evaluation metrics.
Humans ; Video Recording ; Intestine, Small/diagnostic imaging* ; Machine Learning ; Image Processing, Computer-Assisted/methods* ; Algorithms

Objective To discuss the clinical value of preoperative neutrophil-to-lymphocyte ratio(NLR)and platelet-to-lymphocyte ratio(PLR)in predicting the prognosis of patients with unresectable hepatocellular carcinoma(HCC)after receiving transcatheter arterial chemoembolization(TACE)combined with micro wave ablation(MWA).Methods The clinical data of 110 patients with unresectable HCC,who received TACE with sequential MWA at the Affiliated Hospital of Xuzhou Medical University of China from March 2018 to March 2022,were retrospectively analyzed.The median NLR and PLR values were used as the cut-off values.Mann-Whitney U test was used to compare the differences in the baseline characteristics between the high NLR/PLR group and low NLR/PLR group.Overall survival(OS)and progression-free survival(PFS)curves were plotted by using Kaplan-Meier method,which were compared by using log-rank test.Univariate Cox proportional hazards regression model was adopted to determine the factors associated with OS and PFS.Multivariate analysis of the variables,which had a P＜0.05 in the univariate analysis,was performed.Results The median NLR and PLR were 2.05 and 90 respectively.Compared with the high NLR/PLR group,in the low NLR/PLR group the OS was obviously better[1 100 days(95％CI=1 047.7-1 153.7)vs 683 days(95％CI=552.5-814.8);1 076 days(95％CI=996.4-1 156.2)vs 721 days(95％CI=583.0-859.8)](all P＜0.01),and the PFS was longer[720 days(95％CI=361.6-1 078.4)vs 298 days(95％CI=47.0-205.8);545 days(95％CI=292.3-797.7)vs 270 days(95％CI=213.5-326.5)](all P＜0.05).High NLR(HR=2.193,95％CI=1.358-3.541,P=0.001;HR=37.883,95％CI=4.83-296.760,P=0.001)and high PLR(HR=2.117,95％CI=1.306-3.434,P=0.002;HR=6.547,95％CI=2.367-18.113,P＜0.01)were the predictors of poor PFS and OS.Conclusion The preoperative NLR and PLR have a good predictive value for the therapeutic effect of TACE with sequential MWA for HCC.

Objective:To investigate the relationship between oxygen consumption (VO 2), carbon dioxide production (VCO 2), and Oxygen Consumption/lactate (VO 2/Lac) with risk of death in patients with severe ARDS. Methods:A retrospective cohort study method was used, and the study subjects were hospitalized for >5 days adult patients with severe ARDS in the central intensive care unit of Henan Provincial People's Hospital from 1 March 2020 to 30 June 2023. The following patients were excluded: IC test was not completed on the 4th day of ICU admission, IC test results were unreliable, mechanical ventilation duration had exceeded 48 h at the time of ICU transfer or admission, palliative care patients and pregnant and parturient women. Using indirect calorimetry to determine VO 2 and VCO 2 values on the 4th day of admission, reviewing medical records to obtain general condition, disease information, blood gas analysis (including lactate value), diagnostic and therapeutic measures, and following up deaths by telephone and time of death. The primary outcome measure was death at 90 days, and the secondary outcome measure was death at 28 days, length of stay in ICU, total length of stay, and total hospitalization cost. Cox regression analysis and linear regression analysis were used to investigate the relationship between VO 2, VCO 2, VO 2/Lac and primary and secondary outcome indexes. Results:A total of 216 patients were enrolled, 78 patients (36.1%) died and 138 patients (63.9%) survived at 90 days. After correction for confounders, the results of multifactorial Cox regression analysis suggested that compared with the Q4 group, HR (95% CI) for 90-day risk of death in the VO 2 Q1 and Q2 groups was 3.21 (1.38, 7.49) and 3.24 (1.42, 7.38), and HR (95% CI) for 90-day risk of death in the VCO 2 Q1, Q2 and Q3 groups was 5.88 (2.33, 14.84), 4.26 (1. 60, 11.34) and 3.54 (1.34, 9.35), respectively, and the HR (95% CI) for 90-day risk of death in the VO 2/Lac Q1, Q2 and Q3 groups were 8.72 (3.01, 25.25), 8.43 (2.91, 24.47) and 4.04 (1.34, 12.17) respectively. P-trends were all <0.05, indicating that VO 2, VCO 2 and VO 2/Lac were linearly and negatively associated with the risk of 90-day mortality. In addition, VO 2, VCO 2, and VO 2/Lac were negatively associated with 28-day risk of death and higher VO 2/Lac was negatively associated with length of ICU stay. Conclusions:VO 2, VCO 2 and VO 2/Lac were negatively associated with 90-day mortality risk and 28-day mortality risk in patients with severe ARDS and may be independent risk factors predicting mortality risk of such patients.

Diffuse pediatric-type high-grade glioma (pHGG), H3- and isocitrate dehydrogenase (IDH)-wild-type, is a World Health Organization (WHO) grade 4 diffuse glioma with malignant histological features, which typically affects in children and adolescents. This multidisciplinary treatment case involves a 24-year-old young female patient initially diagnosed via biopsy. After concurrent chemoradiotherapy reduced the tumor size, complete resection was achieved, followed by adjuvant therapy with temozolomide and regorafenib. After recurrence, the tumor was resected again, and a second course of radiotherapy was administered, but the disease ultimately progressed rapidly, with an overall survival exceeding 32 months. pHGGs are highly malignant, aggressive, and associated with poor prognosis. Accurate diagnosis and targeted intervention require close collaboration among a multidisciplinary team, which highlights the critical value of multidisciplinary manage-ment in clinical practice.

Objective:To investigate the degree of satisfaction with education of undergraduates majoring in medical technology in medical universities in China and associated problems, and to put forward countermeasures and suggestions for student training.Methods:A questionnaire was distributed to undergraduates majoring in medical technology selected by stratified sampling from Shanghai Jiao Tong University, Tianjin Medical University, and Shanghai University of Medicine & Health Sciences. The questionnaire covered demographic characteristics, major choice motivation, education satisfaction, and various aspects, including a total of 54 variables (21 nominal variables and 33 continuous variables). Statistical analysis was performed by using SPSS 27.0 One-way analysis of variance was used for group comparison.Results:The mean degree of satisfaction with education of the students of medical technology was 4.02 points, with the highest score for curricula and teaching and the lowest score for academic atmosphere. Cultivation and management showed the strongest correlation with the degree of satisfaction with education. The degree of satisfaction with education differed significantly for different institutions and different major choice motivations ( P<0.05). Conclusions:Undergraduates of medical technology are generally satisfied with their education, and the degree of satisfaction is lower in double first-class universities than in application-oriented ordinary universities. Attention should be paid to student training and management, creating a positive academic atmosphere, and enhancing the attractiveness of colleges/universities and majors. Compared with application-oriented undergraduate colleges/universities, double first-class universities should well coordinate training goals with students' expectations, industry needs, and even national strategic needs. Colleges and universities can make appropriate adjustments in terms of curricula, teaching, and teaching resources, to promote the diverse and orderly development of medical technology talents based on their personal strengths.

Parkinson's disease(PD)challenges us to assess the disease due to the lack of definitive biomarkers.Currently,PD patients have been found to contract several gastrointestinal comorbidities such as con-stipation and intestinal inflammation that precede its symptomatic manifestations.These conditions are intricately linked to proliferative metabolisms of the gut microbiota,which are manifested to be some primary changes in the gut microbiota or other changes involved in medication during treatment.In this paper we review the recent research on gut microbiota biomarkers in PD,arguing for the clinical relevance of gut microbiota as a marker in the progression of PD and prospecting the potential efficacy of fecal microbiota transplantation as an intervention in managing PD.

Objective:To investigate the clinical repair strategy for ischial tuberosity pressure ulcers based on the sinus tract condition and range of skin and soft tissue defects.Methods:The study was a retrospective observational study. From July 2017 to March 2023, 21 patients with stage Ⅲ or Ⅳ ischial tuberosity pressure ulcers who met the inclusion criteria were admitted to the First Affiliated Hospital of Nanchang University, including 13 males and 8 females, aged 14-84 years. There were 31 ischial tuberosity pressure ulcers, with an area of 1.5 cm×1.0 cm-8.0 cm×6.0 cm. After en bloc resection and debridement, the range of skin and soft tissue defect was 6.0 cm×3.0 cm-15.0 cm×8.0 cm. According to the depth and size of sinus tract and range of skin and soft tissue defects on the wound after debridement, the wounds were repaired according to the following three conditions. (1) When there was no sinus tract or the sinus tract was superficial, with a skin and soft tissue defect range of 6.0 cm×3.0 cm-8.5 cm×6.5 cm, the wound was repaired by direct suture, Z-plasty, transfer of buttock local flap, or V-Y advancement of the posterior femoral cutaneous nerve nutrient vessel flap. (2) When the sinus tract was deep and small, with a skin and soft tissue defect range of 8.5 cm×4.5 cm-11.0 cm×6.5 cm, the wound was repaired by the transfer and filling of gracilis muscle flap followed by direct suture, or Z-plasty, or combined with transfer of inferior gluteal artery perforator flap. (3) When the sinus tract was deep and large, with a skin and soft tissue defect range of 7.5 cm×5.5 cm-15.0 cm×8.0 cm, the wound was repaired by the transfer and filling of gracilis muscle flap and gluteus maximus muscle flap transfer, followed by direct suture, Z-plasty, or combined with transfer of buttock local flap; and transfer and filling of biceps femoris long head muscle flap combined with rotary transfer of the posterior femoral cutaneous nerve nutrient vessel flap; and filling of the inferior gluteal artery perforator adipofascial flap transfer combined with V-Y advancement of the posterior femoral cutaneous nerve nutrient vessel flap. A total of 7 buttock local flaps with incision area of 8.0 cm×6.0 cm-19.0 cm×16.0 cm, 21 gracilis muscle flaps with incision area of 18.0 cm×3.0 cm-24.0 cm×5.0 cm, 9 inferior gluteal artery perforator flaps or inferior gluteal artery perforator adipofascial flaps with incision area of 8.5 cm×6.0 cm-13.0 cm×7.5 cm, 10 gluteal maximus muscle flaps with incision area of 8.0 cm×5.0 cm-13.0 cm×7.0 cm, 2 biceps femoris long head muscle flaps with incision area of 17.0 cm×3.0 cm and 20.0 cm×5.0 cm, and 5 posterior femoral cutaneous nerve nutrient vessel flaps with incision area of 12.0 cm×6.5 cm-21.0 cm×10.0 cm were used. The donor area wounds were directly sutured. The survival of muscle flap, adipofascial flap, and flap, and wound healing in the donor area were observed after operation. The recovery of pressure ulcer and recurrence of patients were followed up.Results:After surgery, all the buttock local flaps, gracilis muscle flaps, gluteus maximus muscle flaps, inferior gluteal artery perforator adipofascial flaps, and biceps femoris long head muscle flaps survived well. In one case, the distal part of one posterior femoral cutaneous nerve nutrient vessel flap was partially necrotic, and the wound was healed after dressing changes. In another patient, bruises developed in the distal end of inferior gluteal artery perforator flap. It was somewhat relieved after removal of some sutures, but a small part of the necrosis was still present, and the wound was healed after bedside debridement and suture. The other posterior femoral cutaneous nerve nutrient vessel flaps and inferior gluteal artery perforator flaps survived well. In one patient, the wound at the donor site caused incision dehiscence due to postoperative bleeding in the donor area. The wound was healed after debridement+Z-plasty+dressing change. The wounds in the rest donor areas of patients were healed well. After 3 to 15 months of follow-up, all the pressure ulcers of patients were repaired well without recurrence.Conclusions:After debridement of ischial tuberosity pressure ulcer, if there is no sinus tract formation or sinus surface is superficial, direct suture, Z-plasty, buttock local flap, or V-Y advancement repair of posterior femoral cutaneous nerve nutrient vessel flap can be selected according to the range of skin and soft tissue defects. If the sinus tract of the wound is deep, the proper tissue flap can be selected to fill the sinus tract according to the size of sinus tract and range of the skin and soft tissue defects, and then the wound can be closed with individualized flap to obtain good repair effect.

Diabetic foot ulcer is one of the serious complications of diabetes. Diabetic wounds are of great difficulty to repair, causing a high amputation rate and a great burden to patients and their family members and society. Researches showed that the delayed sural neurotrophic vascular flap has a great effect in repairing diabetic foot ulcers. This article mainly reviewed the clinical status and research advances of the delayed sural neurotrophic vascular flap in repairing diabetic foot ulcers, intending to provide a reference for its application and research.

Objective To evaluate the clinical safety and effectiveness of intravascular stent combined with 125I seed strip implantation in the treatment of superior vena cava syndrome(SVCS)caused by malignant tumors.Methods The clinical data of 43 patients with SVCS,who were admitted to the Affiliated Hospital of Xuzhou Medical University of China from May 2017 to October 2022,were retrospective analyzed.Of the 43 patients,27 received intravascular stent combined with l25I seed strip implantation(observation group),and 16 received simple intravascular stent implantation(control group).The stent patency rate,clinical symptom relief rate,and survival time were compared between the two groups.Results Successful operation was accomplished in all the 43 patients.In the observation group,the postoperative 3-month stent patency rate and average survival time were 88.7％and 39.1 weeks respectively,which were significantly higher than 62.5％and 21.8 weeks respectively in the control group,the differences between the two groups were statistically significant(P=0.033 and P=0.035 respectively).After treatment,all the clinical symptoms were relieved.Conclusion For the treatment of SVCS,intravascular stent combined with 125I seed strip implantation is clinically safe and effective,it can be used as the preferred treatment option.(J Intervent Radiol,2024,33:632-635)

Objective To comparatively observe the incidence of complications and patency rate within 1 year after implantation of totally implantable venous access port(TIVAP)through internal jugular vein(IJV)between different locations of catheter tip.Methods Data of 2 104 patients with tumors who received TIVAP implantation through IJV were retrospectively analyzed.Patients who underwent TIVAP implantation through the right IJV(group R,n=1 903)were divided into R1(n=376,with catheter tip located at the upper right atrium,i.e.0.5 to 1.0 cm below the cavoatrial junction[CAJ])and R2 subgroups(n=1 527,with catheter tips located between the lower 1/3 of superior vena cava[SVC]and CAJ),while those who underwent TIVAP implantation through the left IJV(group L,n=201)were divided into L1(n=64)and L2 subgroups(n=137),respectively.Patients'basic information,incidence of complication and patency rate of catheter 1 year after TIVAP implantation were collected and compared between subgroups.Results No significant difference of gender,age,clinical diagnosis,tumor stage,nor of incidence of complication including pneumothorax/hemopneumothorax,local skin injury,TIVAP infection,catheter-associated thrombosis,drug extravasation,catheter displacement and arrhythmia was found between subgroups within group R nor L(all P＞0.05).One year after TIVAP implantation,no significant difference of catheter patency rates was found between subgroup R1(94.15%)and R2(93.78%)(χ2=0.069,P=0.793),nor between subgroup L1(98.44%)and L2(89.78%)(Yates'continuity correction χ2=3.563,P=0.059).Conclusion No significant difference of incidence of complications nor catheter patency rate within 1 year after implantation of TIVAP was found between catheter tip location at the upper right atrium or between the lower 1/3 of SVC and CAJ through the right or left IJC.