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 explore the application value and clinical effect of 3D printing combined with customized bone plate in the treatment of acetabular fracture. METHODS: From June 2020 to June 2022, 11 patients with acetabular fractures underwent preoperative planning using 3D printing technology and were treated with customized bone plates including 8 males and 3 females, aged 25 to 66 years old. The fractures were classified according to Letournel-Judet:4 posterior wall fractures, 2 T-type fractures, 2 transverse posterior wall fractures, 2 double column fractures, and 1 anterior column with posterior semi-transverse fractures. The operative time, intraoperative blood loss, intraoperative fluoroscopy times, postoperative drainage volume, postoperative fracture healing time, and hip function score were recorded and analyzed. RESULTS: The operation time of 11 patients was 80 to 150 min, intraoperative blood volume was 150 to 700 ml, fluoroscopy frequency was 2 to 6, postoperative drainage flow was 60 to 195 ml, and the fracture healing time was 2.5 to 6.0 months. Fracture reduction was evaluated according to Matta score:anatomical reduction in 3 cases and satisfactory reduction in 8 cases. Eleven patients were followed up for 7 to 18 months. The hip Merle d'Aubigne function scores were excellent in 6 cases, good in 3 cases, fair in 1 case and poor in 1 case. Incision fat liquefaction occurred in 1 case and obturator nerve traction in 1 case. CONCLUSION The application of 3D printing technology combined with customized bone plates in the treatment of acetabular fracture is effective. In addition, the printed model can provide the operator with the results of the three-dimensional shape of the fracture, which is convenient for surgical reduction and effectively improves the efficiency of surgery.
Humans ; Female ; Male ; Middle Aged ; Acetabulum/surgery* ; Printing, Three-Dimensional ; Adult ; Aged ; Bone Plates ; Fractures, Bone/surgery* ; Fracture Fixation, Internal/methods*

Objective:To explore the anal function and postoperative complications of 2-stage Turnbull-Cutait pull-through coloanal anastomosis (TCA) for low rectal cancer.Methods:Patients undergoing radical rectal cancer resection from Feb 2023 to Nov 2024 in the First Hospital of Jilin University were divided into the TCA surgery group and the low anterior resection combined with prophylactic stoma (LAR) surgery group.Results:Among the 102 patients, there were 50 cases in the TCA group and 52 cases in the LAR group. In the single-arm analysis of the TCA group, the overall complication rate was 44%. The incidence rates of severe LARS at 1 month, 3 months, and 6 months after surgery were 97%, 77%, and 64% respectively. There was no significant difference in the complication rate within 30 days after surgery between the two groups,(44% vs. 38%, χ2=0.135, P>0.05). There was no significant difference in the incidence rate of severe LARS between the TCA group and the LAR group (77% vs. 69%, χ2=0.202, P>0.05), and there was not significant difference in the incidence rate of severe LARS between the two groups at the 6th month after surgery,(64% vs. 48%, χ2=1.132, P>0.05). Conclusion:In patients who underwent TCA surgery, the LARS symptoms gradually decreased over time. Compared with patients undergoing low anterior resection and stoma reversal, there were no significant differences in complications within 30 days after surgery and LARS symptoms within half a year.

Objective To analyze the MRI artifact of the inner ear structure in patients with peripheral vertigo acquired by using 3D fast imaging employing steady state acquisition(3D FIESTA-C)and 3D fast spin echo(3D-Cube T2).Methods Data of 63 patients with peripheral vertigo treated in the Department of Otolaryngology,The First Affiliated Hospital of Xi'an Jiaotong University,from October 2023 to June 2024 were filtered for analysis.The patients consisted of 16 males and 47 females,aged 18 to 60 years old.Two senior radiologists independently evaluated the quality of the acquired images through the two MRI sequences.Kappa test was used to evaluate the consistency of the two radiologists' subjective judgments,and Wilcoxon signed-rank test was used to compare the image quality between each sequence.The accuracy of 3D FIESTA-C,3D-Cube T2 and combination of the two sequences was calculated in the presentation of inner ear structure.Results The overall image quality of 3D-Cube T2 was better than that of 3D FIESTA-C(Z=-11.670,P＜0.001),and the accuracy of 3D FIESTA-C combined with 3D-Cube T2 was superior to that of each sequence in demonstrating the semicircular canals.The demonstration accuracy of horizontal semicircular canal among three scan protocols was statistically different(P＜0.001).Conclusion 3D FIESTA-C has the advantage in detecting horizontal semicircular canal,and 3D-Cube T2 always provides high quality images of upper semicircular canal.Compared with each scanning sequence,3D FIESTA-C combined with 3D-Cube T2 can effectively avoid misdiagnosis or missed diagnosis of semicircular canal structures in the patients with peripheral vertigo.

Objective:To explore the clinical application value of transoral robotic surgery (TORS) in the treatment of tonsil squamous cell carcinoma (TSCC).Methods:A retrospective analysis was conducted. The clinical data of 157 TSCC patients were collected who received TORS at five medical centers, namely, the Sun Yat-sen University Cancer Center, Sun Yat-sen Memorial Hospital, Eye Ear Nose and Throat Hospital of Fudan University, the First Affiliated Hospital of China Medical University, and Tongji Hospital of Tongji Medical College, from January 1 2017 to July 31 2022. There were 130 males and 27 females, aged 24-85 years. All patients were followed-up at least for 2 years (2-year group), among them, 99 patients had a follow-up of 3 years (3-year group). The overall survival (OS), progression-free survival (PFS), clinical stage, human papillomavirus (HPV) infection status were analyzed. SPSS 25.0 and SAS 9.4 were used for statistical analysis.Results:The OS and PFS of the 2-year group were 91.7% and 87.9%, respectively. The OS and PFS of the 3-year group were 85.9% and 82.8%, respectively. The prognosis of patients with locally early-stage was better than that of locally advanced patients, with the OS of 94.4% for T1-2 vs. 78.0% for T3 ( P=0.005) and the PFS of 91.2% for T1-2 vs. 75.0% for T3 ( P=0.011) in the 2-year group; the OS of 91.1% for T1-2 vs. 65.0% for T3 ( P=0.004) and the PFS of 88.6% for T1-2 vs. 60.0% for T3 ( P=0.002) in the 3-year group; and also, the OS of 90.0% for stage Ⅰ-Ⅱ vs. 79.5% for stage Ⅲ-Ⅳ ( P=0.204) and the PFS of 86.7% for stage Ⅰ-Ⅱ vs. 76.9% for stage Ⅲ-Ⅳ ( P=0.188) in the 3-year group. The prognosis of HPV-positive TSCC patients was better than that of HPV-negative patients in the 3-year group, with the OS of 90.9% for HPV-positive vs. 80.5% for HPV-negative ( P=0.045) and the PFS of 90.9% for HPV-positive vs. 75.6% for HPV-negative ( P=0.047). The average time of postoperative tracheal cannula indwelling was 25.1 days. The indwelling rate and average indwelling time of the postoperative nasogastric tube were 94.3% (148/157) and 8.5 days, respectively. Conclusion:TORS has outstanding survival benefits for TSCC patients. HPV-positive TSCC patients have a better prognosis than HPV-negative patients. TORS treatment of TSCC patients has advantages in postoperative recovery and quality of life.

Objective To analyze the MRI artifact of the inner ear structure in patients with peripheral vertigo acquired by using 3D fast imaging employing steady state acquisition(3D FIESTA-C)and 3D fast spin echo(3D-Cube T2).Methods Data of 63 patients with peripheral vertigo treated in the Department of Otolaryngology,The First Affiliated Hospital of Xi'an Jiaotong University,from October 2023 to June 2024 were filtered for analysis.The patients consisted of 16 males and 47 females,aged 18 to 60 years old.Two senior radiologists independently evaluated the quality of the acquired images through the two MRI sequences.Kappa test was used to evaluate the consistency of the two radiologists' subjective judgments,and Wilcoxon signed-rank test was used to compare the image quality between each sequence.The accuracy of 3D FIESTA-C,3D-Cube T2 and combination of the two sequences was calculated in the presentation of inner ear structure.Results The overall image quality of 3D-Cube T2 was better than that of 3D FIESTA-C(Z=-11.670,P＜0.001),and the accuracy of 3D FIESTA-C combined with 3D-Cube T2 was superior to that of each sequence in demonstrating the semicircular canals.The demonstration accuracy of horizontal semicircular canal among three scan protocols was statistically different(P＜0.001).Conclusion 3D FIESTA-C has the advantage in detecting horizontal semicircular canal,and 3D-Cube T2 always provides high quality images of upper semicircular canal.Compared with each scanning sequence,3D FIESTA-C combined with 3D-Cube T2 can effectively avoid misdiagnosis or missed diagnosis of semicircular canal structures in the patients with peripheral vertigo.

Objective:To analyze the characteristics of Fournier gangrene (FG) induced by sodium-glucose cotransporter 2 inhibitors (SGLT2i), and provide reference for clinical safe drug use.Methods:CNKI, Wanfang Med Online, VIP, PubMed, Web of Science and other databases (up to January 2024) were retrieved and clinical data on patients with FG associated with the 5 kinds of SGLT2i currently used in clinical practice in China were collected and descriptively analyzed, including gender, age, comorbidities, concomitant medications, onset time and clinical manifestations of SGLT2i-related FG, laboratory and imaging examination results, treatment and outcomes, etc.Results:A total of 15 documents were included in the analysis, involving 15 patients, with 12 males and 3 females. The age of these patients ranged from 34 to 72 years, with 11 cases being over 50 years. Dapagliflozin was used in 7 cases, empagliflozin in 6 cases, canagliflozin in 2 cases, and no related reports on ertugliflozin and henagliflozin were collected. The main clinical manifestations of the 15 patients were redness, swelling, pain, abscess or purulent discharge in perineum, scrotum and perianal, etc. The time from application of SGLT2i to onset of FG ranged from 1 month to 6 years. Wound secretion bacterial culture was performed in 10 patients, and the results were all positive, including 9 cases of bacterial infection and 1 case of mixed infection of bacteria and fungi. All 13 patients who underwent imaging examinations had imaging manifestations related to FG. SGLT2i were discontinued in all patients. After treatments with broad-spectrum antibiotics and surgery, 14 cases were improved and 1 case was cured.Conclusions:SGLT2i has the risk of causing FG, which is more common in males. The clinical use of SGLT2i should be monitored closely. Secretion culture and imaging examination are helpful for the diagnosis of FG. The patient′s prognosis is good after discontinuation of medication, symptomatic treatment, and surgery.

Aim To design and synthesize a series of glycyrrhetinic acid derivatives by using glycyrrhetinic acid as the parent nucleus,screen their antitumor activ-ities,and investigate the in vitro and in vivo antitumor effects and mechanisms of the most active compound.Methods MTT assay was used to screen for the com-pound with the most potent antitumor activity.MTT as-say,wound healing assay,colony formation assay and Transwell migration assay were used to evaluate the effects of the compound on tumor cell viability and mi-gration.Flow cytometry was employed to assess the im-pact of the compound on tumor cell cycle progression and apoptosis.Western blot was conducted to verify the effects on the expression of pro-apoptotic proteins Bax,caspase-3 and cleaved caspase-3.A mouse model of hepatocellular carcinoma ascites tumor was estab-lished to examine the antitumor effects of the compound in vivo.Results Compound C22 was identified as having the most significant inhibitory effect on hepato-cellular carcinoma cells.C22 inhibited the viability and migration of hepatocellular carcinoma cells in a time and concentration-dependent manner.C22 upreg-ulated the expression of pro-apoptotic proteins Bax,caspase-3 and cleaved caspase-3 in hepatocellular car-cinoma cells,induced apoptosis,and arrested the cell cycle in the G0/G1 and S phases.C22 significantly re-duced the growth of mouse hepatocellular carcinoma as-cites tumors and prolonged survival.Conclusion Glycyrrhetinic acid derivative C22 significantly inhibits the viability and migration of hepatocellular carcinoma cells in vitro and in vivo,and induces cell cycle arrest and apoptosis.

Aim To design and synthesize a series of glycyrrhetinic acid derivatives by using glycyrrhetinic acid as the parent nucleus,screen their antitumor activ-ities,and investigate the in vitro and in vivo antitumor effects and mechanisms of the most active compound.Methods MTT assay was used to screen for the com-pound with the most potent antitumor activity.MTT as-say,wound healing assay,colony formation assay and Transwell migration assay were used to evaluate the effects of the compound on tumor cell viability and mi-gration.Flow cytometry was employed to assess the im-pact of the compound on tumor cell cycle progression and apoptosis.Western blot was conducted to verify the effects on the expression of pro-apoptotic proteins Bax,caspase-3 and cleaved caspase-3.A mouse model of hepatocellular carcinoma ascites tumor was estab-lished to examine the antitumor effects of the compound in vivo.Results Compound C22 was identified as having the most significant inhibitory effect on hepato-cellular carcinoma cells.C22 inhibited the viability and migration of hepatocellular carcinoma cells in a time and concentration-dependent manner.C22 upreg-ulated the expression of pro-apoptotic proteins Bax,caspase-3 and cleaved caspase-3 in hepatocellular car-cinoma cells,induced apoptosis,and arrested the cell cycle in the G0/G1 and S phases.C22 significantly re-duced the growth of mouse hepatocellular carcinoma as-cites tumors and prolonged survival.Conclusion Glycyrrhetinic acid derivative C22 significantly inhibits the viability and migration of hepatocellular carcinoma cells in vitro and in vivo,and induces cell cycle arrest and apoptosis.

Objective:To analyze the characteristics of Fournier gangrene (FG) induced by sodium-glucose cotransporter 2 inhibitors (SGLT2i), and provide reference for clinical safe drug use.Methods:CNKI, Wanfang Med Online, VIP, PubMed, Web of Science and other databases (up to January 2024) were retrieved and clinical data on patients with FG associated with the 5 kinds of SGLT2i currently used in clinical practice in China were collected and descriptively analyzed, including gender, age, comorbidities, concomitant medications, onset time and clinical manifestations of SGLT2i-related FG, laboratory and imaging examination results, treatment and outcomes, etc.Results:A total of 15 documents were included in the analysis, involving 15 patients, with 12 males and 3 females. The age of these patients ranged from 34 to 72 years, with 11 cases being over 50 years. Dapagliflozin was used in 7 cases, empagliflozin in 6 cases, canagliflozin in 2 cases, and no related reports on ertugliflozin and henagliflozin were collected. The main clinical manifestations of the 15 patients were redness, swelling, pain, abscess or purulent discharge in perineum, scrotum and perianal, etc. The time from application of SGLT2i to onset of FG ranged from 1 month to 6 years. Wound secretion bacterial culture was performed in 10 patients, and the results were all positive, including 9 cases of bacterial infection and 1 case of mixed infection of bacteria and fungi. All 13 patients who underwent imaging examinations had imaging manifestations related to FG. SGLT2i were discontinued in all patients. After treatments with broad-spectrum antibiotics and surgery, 14 cases were improved and 1 case was cured.Conclusions:SGLT2i has the risk of causing FG, which is more common in males. The clinical use of SGLT2i should be monitored closely. Secretion culture and imaging examination are helpful for the diagnosis of FG. The patient′s prognosis is good after discontinuation of medication, symptomatic treatment, and surgery.