1.Gender inference of orthopantomogram based on deep learning
Yanjie DING ; Yuxin HE ; Wei WANG ; Xiao ZHANG ; Ziyi LI ; Aji GUO ; Shilin ZHANG ; Wenli SHI ; Canan WU ; Bo JIN
Chinese Journal of Forensic Medicine 2023;38(6):614-618,622
Objective Explore the feasibility and accuracy of using deep learning techniques for gender inference in panoramic dental radiography images of Chinese Han population.Methods A total of 10,600 OPG images from Han individuals aged 18 to 70(5,300 males and 5,300 females)were collected and randomly divided into training set,validation set,and test set in an 8:1:1 ratio.MobileNetV2,Swin Transformer Small,and Swin Transformer Tiny models were trained,and the classification performance of the models was evaluated and visually displayed using accuracy,F1 score,and Grad-CAM algorithm.Results The accuracy of MobileNetV2,Swin Transformer Small,and Swin Transformer Tiny models was 97.57%,95.13%,and 96.28%respectively,with MobileNetV2 model showing the best overall performance.The Grad-CAM algorithm revealed that male OPG images mainly focused on the left and right mandibular branches and alveolar bone,while female OPG images mainly focused on the maxillary sinus,left mandibular branch,and posterior alveolar bone.Conclusion This study demonstrates that the gender inference model based on deep learning techniques for OPG images of Chinese Han population has high accuracy and generalization ability,providing a new approach for forensic gender determination in forensic medicine.
2.Study on the characteristics of 18F-flurodeoxyglucose uptake in the microenvironment of hepatic alveolar echinococcosis
Abulizi ABUDUAINI ; Aini ABUDUSALAMU ; Bo RAN ; Tiemin JIANG ; Ruiqing ZHANG ; Qiang GUO ; Xiaohong LI ; Jian WANG ; Chuanshan ZHANG ; Renyong LIN ; Hao WEN ; Yingmei SHAO ; Aji TUERGANAILI
Chinese Journal of Hepatobiliary Surgery 2023;29(3):176-180
Objective:To investigate characteristics of the 18F-flurodeoxyglucose ( 18F-FDG) uptake intensity and ranges in distinct hepatic alveolar echinococcosis lesions. Methods:The clinical data of 39 patients with position emission tomography during Jan 2017 to Dec 2019 in the First Affiliated Hospital of Xinjiang Medical University were enrolled. Among them, there were 17 males and 22 females, aging from 15 to 65 years (median 34 years). Lesions were classified into six groups based on heterogenic scales of calcification and liquefaction: A. non-calcified and non-liquefied ( n=7); B. obvious calcified and non-liquefied ( n=7); C. partial calcified and partial liquefied( n=10); D. obvious calcified and partial liquefied ( n=5); E. partial calcified and subtotal liquefied ( n=5); F. obvious calcified and subtotal liquefied ( n=5). Tumor to background ratio (TBR) and width (W) of lesion infiltrative boundary were measured and calculated. Statistical comparison using Mann-Whitney U test as well as correlation analysis was performed. Results:TBR values [ M( Q1, Q3)] for each group were 4.40(3.66, 7.03), 2.55(1.69, 3.60), 3.73(3.37, 5.21), 2.90(2.75, 3.60), 3.80(3.49, 6.36), 2.49(2.21, 3.97), among which A>B, A>D, A>F, C>B, E>B ( U=3.0, 4.0, 4.5, 11.0, 5.0, all P<0.05); From the perspective of the calcification in each group, it was found that the lighter the calcification was, the greater the TBR value was. W values [ M( Q1, Q3)] for each group were [12.5(10.0, 19.5), 11.2(10.5, 12.5), 12.2(10.9, 13.2), 7.8(7.3, 9.3), 10.0(7.3, 13.4), 7.3(6.8, 7.6)] mm, among which A>D, A>F, B>D, B>F, C>D, C>F (all U=0, all P<0.05); According to the degree of calcification and liquefaction of lesions in each group, the lighter the calcification was, the greater the W value was; The heavier the liquefaction was, the smaller the W value was. A mild strength linear correlation has been observed between the TBR value and W value ( r=0.4136, P<0.05). Conclusions:Less calcification and liquefaction implicated higher 18F-FDG uptake intensity and wider range. Radical resection margins and tissue sampling should be individualized based on different lesion features in surgical treatment.
3.Application value of endoscopic retrograde biliary drainage for acute obstructive suppurative cholangitis in the elderly
Qiang GUO ; Kai ZHONG ; Tiemin JIANG ; Bo RAN ; Ruiqing ZHANG ; Yingmei SHAO ; Tuerganaili AJI
Chinese Journal of Digestive Endoscopy 2022;39(8):645-649
Objective:To evaluate the safety and efficacy of endoscopic retrograde biliary drainage (ERBD) for acute obstructive suppurative cholangitis (AOSC) in the elderly.Methods:A retrospective analysis was performed on the clinical data of AOSC patients admitted to the First Affiliated Hospital of Xinjiang Medical University from January 2018 to January 2020. Patients aged 75 years and over ( n=49) were assigned to the elderly group and patients under 75 years old were assigned to the control group ( n=63). General data, American Society of Anesthesiologists (ASA) grading, procedure-related indicators, incidence of postoperative complications and mortality were compared. Results:There were significant differences in age (82.6±5.1 years VS 64.6±4.5 years, t=19.98, P<0.001), albumin levels (29.1±5.9 g/L VS 34.6±8.8 g/L, t=-3.94, P<0.001) and ASA grade ( χ2=8.37, P=0.015) in the elderly group and the control group . The elderly group were accompanied by more basic diseases, i.e. hypertension [57.14% (28/49) VS 34.9% (22/63), χ2=5.51, P=0.019], coronary heart disease [55.1% (27/49) VS 27.0% (17/63), χ2=9.14, P=0.003], chronic obstructive pulmonary diseases/asthma [24.5% (12/49) VS 6.3% (4/63), χ2=7.41, P=0.006]. There were no significant differences in the operation time (31.4±8.1 min VS 30.4±8.0 min, t=-0.61, P=0.543) or hospital stay (6.1±1.7 days VS 5.7±1.4 days, t=1.35, P=0.182). The incidences of postoperative complications were 14.3% (7/49) in the elderly group and 12.7% (8/63) in the control group, showing no significant difference ( χ2=0.06, P=0.807). No ERBD-related death was observed in either group during hospital stay. Conclusion:For elderly patients with AOSC over 75 years old, emergency ERBD, which can quickly relieve the disease, is safe and effective. Advanced age is not an absolute contraindication for emergency ERBD.
4.Clinical efficacy of laparoscopic surgery for hepatic cystic echinococcosis: a meta-analysis
Kai ZHONG ; Fashun LU ; Mutalifu MUREAIHEMAITIJIANG ; Xiaojie ZHENG ; Tiemin JIANG ; Bo RAN ; Qiang GUO ; Ruiqing ZHANG ; Aji TUERGANAILI ; Yingmei SHAO
Chinese Journal of Hepatobiliary Surgery 2021;27(1):55-60
Objective:To explore the curative effect of laparoscopic surgery for hepatic cysticercosis.Methods:Search the literature from February 2010 to February 2020 on literature platforms such as Wanfang Data, VIP, CNKI, Pubmed, ScienceDirect, Web of Science, etc. the key words were "肝囊型包虫病" , "细粒棘球蚴" , "手术" , "开腹手术" , "腹腔镜" , "微创手术" , " echinococcosis " , " liver or hepatic " , " laparoscopic or minimal invasive " . Data on intraoperative indicators (e.g., operation time, bleeding volume), postoperative complications, hospital stay, recurrence rate, etc. in the literature included in the study were extracted and meta-analyzed.Results:A total of 9 articles were included, including 2 prospective studies and 7 retrospective case-control studies. A total of 1031 patients were enrolled, including 272 in the laparoscopic group and 759 in the laparotomy group. The results of the meta-analysis showed that the total postoperative complication rate in the laparoscopic group was lower than that in the laparotomy group ( OR=1.64, 95% CI: 1.10-2.45, P<0.05). Incision-related complications in the laparoscopy group and laparotomy group the difference was statistically significant ( OR=2.81, 95% CI: 1.03-7.70, P<0.05), and the hospital stay in the laparoscopic group was shorter ( SMD=1.21, 95% CI: 0.47-1.96, P<0.05). There was no significant difference between the two groups in operation time, postoperative bile leakage, residual cavity infection and effusion, and postoperative recurrence rate ( P>0.05). Conclusions:Under the premise of strictly grasping the indication of laparoscopic surgery, the incidence of complications after laparoscopic surgery is low, the hospitalization time is short.
5.Experimental study on the peripheral blood immune cells NK, NKT and T cells induced by rat hepatic vesicular hydatid ablation with nanosecond knife at different energy levels
Tuergan TALAITI ; Ruiqing ZHANG ; Aihemaiti NABULAJIANG ; Xiaozhe GUO ; Tulahong ALIMU ; Aji TUERGANAILI
Chinese Journal of Hepatobiliary Surgery 2021;27(4):295-299
Objective:To investigate the changes of natural killer (NK) cells, natural killer T (NKT) cells and T lymphocytes in the peripheral blood after nanosecond pulse ablation of hepatic vesicular hydatid in rats with different energy levels.Methods:A total of 32 SD rats were randomly divided into hepatic vesicular hydatid model group, low voltage group (1 000 V), medium voltage group (1 500 V) and high voltage group (2 000 V). The hydatid model of rats was established by selective injection of 100 μl of echinococcosis head suspension with concentration of 500/100 μl into the left hepatic portal vein in all the 4 groups. After 3 months, nanosecond pulse therapy was applied to the left lobe vesicular hydatid lesions in the low voltage group, medium voltage group and high voltage group. On the third day after treatment, flow detector was used to calculate the ratio of CD 4+ T to CD 8+ T in peripheral blood of four groups by CD 3+ T, CD 4+ T, CD 8+ T, NK cells and NKT cells. Results:CD 3+ T was expressed in the high voltage group with (62.08±2.75)%, the medium voltage group with (63.84±7.73)%, the low voltage group with (55.19±8.55)% and the control group with (54.76±8.28)% ( P<0.05). CD 4+ T number was larger in high voltage group (43.7±6.51)% than medium voltage group (38.82±5.47)%, low voltage group (37.31±6.96)% and model group (38.12±3.04)% ( P<0.05). CD 8+ T ratio in the high voltage group was (20.03±2.40)%, the medium voltage group was (21.22±1.74)%, the low voltage group was (19.00±3.06)%, and the model group (20.56±3.98)%, with no statistically significant difference ( P>0.05). NK cells ratio in high voltage group was (6.49±1.60)%, medium voltage group was (3.02±0.32)%, low voltage group was (3.42±0.91)% and model group was (3.44±0.55)% ( P<0.05). NKT cells ratio in high voltage group was (1.53±0.16)%, medium voltage group was (0.82±0.09)%, in low voltage group was (0.70±0.17)% and model group (0.78±0.10)% ( P<0.05). CD 4+ T/CD 8+ T high voltage group was (2.26±0.65), medium voltage group was (1.90±0.40), low voltage group was (1.98±0.37) and model group was (2.06±0.35) ( P<0.05). Conclusion:High voltage (2 000 V) increased number of T, NK and NKT cells in peripheral blood compared with medium voltage (1 500 V) and low voltage (1 000 V), which may be the immune response of the body caused by nanosecond pulse ablation of hepatic vesicular hydatid in rats.
6.Current progress on lesion classification of hepatic alveolar echinococcosis
Aini ABUDUSALAMU ; Bo RAN ; Tiemin JIANG ; Ruiqin ZHANG ; Qiang GUO ; Xiaohong LI ; Jian WANG ; Chuanshan ZHANG ; Renyong LIN ; Yingmei SHAO ; Hao WEN ; Aji TUERGANAILI
Chinese Journal of Hepatobiliary Surgery 2021;27(6):461-466
Human alveolar echinococcosis is a chronic infectious disease caused by Echinococcus multilocularis infection. It predominantly injuries the liver and grows like the malignant tumor. The therapeutic options and prognosis depend on types of human alveolar echinococcosis, clinical stages, biological activity, vascular invasion, pathological characteristics, and patient's immune status. However, despite of multiple classification methods, there are still lacking of comprehensive typing schemes. which leads to inappropriate diagnosis and therapy. This research systematically reviewed the recent studies on human alveolar echinococcosis at home and abroad and analyzed the classifications based on ultrasound, computer tomography, magnetic resonance imaging, positron emission computed tomography, serology and pathology, and some novel technologies and summarized the individual advantage and disadvantage for each classification Relationships and their advantages plus disadvantages have been assessed comprehensively. Meanwhile, the possible reference factors or theoretical basis for optimized future classification are proposed, in order to establish a unified classification system to provide guidance for clinical diagnosis and treatment.
7.Treatment of combined hepatic with cerebral alveolar echinococcosis in 11 cases
Abulaiti ADILAI ; Xinfeng ZHANG ; Taxifulati NIJIATI ; Xuean YANG ; Qiang GUO ; Aji TUERGANAILI ; Yingmei SHAO ; Ahan AYIFUHAN
Chinese Journal of Hepatobiliary Surgery 2020;26(9):674-677
Objective:To analyze the treatment and the impact of brain metastases on patients with hepatic alveolar hydatid disease.Methods:The data of 11 patients with hepatic alveolar hydatidosis with brain metastases treated at the First Affiliated Hospital of Xinjiang Medical University from January 2014 to December 2019 were retrospectively analyzed. There were 7 males and 4 females. The age range was 19~49 years, with an average of 34 years. Of 11 patients, 7 were treated with surgery combined with drugs and 4 with drugs only. Analyze the treatment and results of patients.Results:Of the 7 patients who were treated with surgery and drugs, 2 patients underwent hepatectomy. They were treated with regular postoperative oral medication and were well on follow-up. Three patients underwent only brain surgery. On follow-up from 1 to 3 years, one patient developed pneumonia with atelectasis, another patient developed ascites and jaundice with physical decline. The third patient was stable and had an independent life. Two patients underwent partial hepatectomy and hydatidectomy, with one patient requiring repeated hydatidectomies. On follow-up for one of these 2 patients for 5 years, the patient was home bound and could not take care of himself. The other patient was followed up for 3 years and was stable, alive and able of self-care. Four patients were treated with albendazole liposome, including one patient who developed ascites, a second one with weight loss, physical decline, limb edema and a third one with pleural effusion, pelvic effusion and pneumonia. These patients were still alive with improvement of symptoms on supportive treatment.Conclusion:The treatment of hepatic alveolar hydatidosis with brain metastases is still mainly surgery and anti-hydatid drugs. The prognosis of most patients was poor. The surgical principle is neurosurgery first, followed by surgery on liver, lung, spleen and other organs involved by hydatid disease.
8.Value of preoperative computed tomography and three-dimensional reconstruction of major vascular structures before ex vivo liver resection and autotransplantation for hepatic alveolar echinococcosis
Aini ABUDUSALAMU ; Yingmei SHAO ; Aji TUERGANAILI ; Bo RAN ; Tiemin JIANG ; Yiadang Shala PAIZULA ; Ruiqing ZHANG ; Qiang GUO ; Aimaiti DILIMURETI ; Hao WEN
Chinese Journal of Organ Transplantation 2019;40(4):205-210
Objective To evaluate the application value of preoperative computed tomography (CT) and three-dimensional reconstruction (3DR) of major vessels regarding lesion infiltration severity,vascular morphology & function and predict vascular surgeries during ex vivo liver resection and autotransplantation (ELRA) for end-stage hepatic alveolar echinocoecosis (AE).Methods Preoperative radiological & angiographical,intraoperative photographic and pathological materials were retrospectively collected in 40 consecutive patients undergoing ELRA for end-stage hepatic alveolar echinococcosis from January 2017 to January 2019.Severity of lesion infiltration,morphological & functional status as well as predictive value for surgical planning of hepatic venous system (HVs),inferior vena cava (IVC),portal venous system (PVs) and hepatic arterial supply system (HAs) were estimated,then compared with those built golden standards:angiography,intraoperative diagnosis and pathological examinationss.Results Evaluation accuracy of CT and 3DR for lesion infiltration severity,vascular morphology & function and predicting vascular surgeries respectively were 68.1%,71.9%,78.9% and 57.5%,89.2%,71.1% and all paired data had statistical significance (all P<0.05).Furthermore,CT had a higher certainty of predicting the use of vascular prosthesis during surgery than 3DR (77.5% and 70.0%,P<0.05).Conclusions Pre-ELRA CT is recommended for evaluating lesion infiltration severity and predicting corresponding vascular surgery.However,3DR has more certainty in evaluating vascular morphology & function.Furthermore,CT is more reliable than 3DR in predicting vascular prosthesis during ELRA.However,optional better solutions should be studied for higher assurance.
9.Application of enhanced recovery after surgery in ambulatory laparoscopic appendectomy
Qiang GUO ; Tuerganaili AJI ; Kai ZHONG ; Bo RAN ; Tiemin JIANG ; Ruiqing ZHANG ; Yingmei SHAO
Chinese Journal of General Practitioners 2019;18(8):760-764
Objective To assess the safety and feasibility of ambulatory laparoscopic appendectomy (ALA) with the concept of enhanced recovery after surgery (ERAS).Methods The clinical data of patients with appendicitis undergoing surgical treatment in the First Affiliated Hospital of Xinjiang Medical University from August 2017 to August 2018 were retrospectively analyzed.Among 196 patients,100 cases received ambulatory laparoscopic appendectomy with ERAS (ERAS group) and 96 cases received conventional laparoscopic appendectomy (control group).The average length of hospital stay,hospitalization expenses,NRS pain score at 6 h,12 h,24 h after surgery,patient satisfaction,time of postoperative off-bed activity,time of gastrointestinal function recovery,and postoperative complications were compared between two groups.Results There were significant differences in average length of hospital stay [(36.5± 1.3) h vs.(74.5±4.4) h,t=80.986),hospitalization expenses[(9 617.5±637.5) Yuan vs.(13 740.1±640.6) Yuan,t=45.150],6 h NRS pain score[(3.4± 1.4) vs.(4.1±1.3),t=3.360],12 h NRS pain score(2.0±1.3 vs.2.5±1.1,t=-2.929),time of postoperative off-bed activity[(5.7 ± 0.9) h vs.(11.5 ± 2.0) h,t=26.237],time of gastrointestinal function recovery(6.8± 1.1) h vs.(12.2±2.3) h,t=20.341]and patient satisfaction [(95.6±3.0) vs.(90.5±4.9),t=-8.644]between ERAS group and control group (all P<0.05).There was no significant difference in the NRS pain score at 24 h(1.0±0.7 vs.1.0±0.8,t=0.287)and postoperative complications (x2=0.025)between the two groups (P>0.05).Conclusion The ambulatory laparoscopic appendectomy with enhanced recovery after surgery is safe and feasible,with the advantages of low hospitalization cost,short hospitalization time,and high patient satisfaction.
10. Enhanced recovery after surgery in the application of day surgery laparoscopic cholecystectomy
Qiang GUO ; Aji TUERGANAILI ; Shuai DUAN ; Bo RAN ; Tiemin JIANG ; Ruiqing ZHANG ; Yingmei SHAO
Chinese Journal of General Surgery 2019;34(11):972-975
Objective:
To investigate the feasibility and safety of the concept of enhanced recovery after surgery (ERAS) in the perioperative application of ambulatory laparoscopic cholecystectomy (ALC).
Methods:
A retrospective analysis was made on 168 patients (ALC group) undergoing ALC in the daytime ward from Aug 2017 to Aug 2018 in our hospital vs conventional laparoscopic cholecystectomy CLC in the general ward in 165 patients (CLC group) . Clinical data, operation time, intraoperative blood loss, conversion to laparotomy, postoperative complication, readmission, pain score after 6h, patient satisfaction, first postoperative anal exhaust, average length of hospital stay, and hospitalization expenses were compared between the two groups.
Results:
In the ALC group, the pain score, the first anal exhaust time, the average length of hospital stay, and the hospitalization cost were significantly lower than those in the CLC group. Compared with the CLC group, the satisfaction of patients in the ALC group was significantly improved. There was no significant difference in the incidence of postoperative complications (biliary leakage, postoperative bleeding, bile duct injury, infection of the incision) and readmission rate.
Conclusion
Use of enhanced recovery after surgery in laparoscopic cholecystectomy in day surgery is safe and feasible. It has many advantages such as reducing hospitalization costs and postoperative pain and accelerating postoperative recovery.

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