Objective To study the change of audiological characteristics of neonate with severe hyperbilirubi‐nemia need to be exchanged transfusion ,and to explore the correlation between the peak concentrations of serum to‐tal bilirubin and hearing loss .Methods A total of 130 cases of neonate diagnosed with severe hyperbilirubinemia need to be exchanged transfusion were included in this study .Hearing tests of auditory brainstem response (ABR) , distortion product otoacoustic emission (DPOAE) and acoustic immittance were administered to these neonates and they were followed up three months old .They were divided into the normal group ,the mild - moderate group and the severe - extreme group according to the hearing tests results of three months .The peak concentrations of ser‐um total bilirubin and hearing condition among the three groups were analyzed .Results There were 85 neonates with normal hearing (65 .38% ,85/130) ,45 with hearing loss (33 .85% ,45/130 .For 88 ears ,there were 2 cases of single ear and 43 cases of both ears) ,including 11 cases of mild - moderate group (22 ears ,24 .44% ,11/45) and 34 cases with severe - extreme group (66 ears ,75 .56% ,34/45) .There were 16 neonates (32 ears) met the crite‐rion of auditory neuropathy (12 .31% ,16/130) .The difference of the peak concentrations of serum total bilirubin a‐mong the three groups was statistically significant (F=16 .525 ,P=16 .525) .And positive correlation was observed between ABR threshold and peak serum total bilirubin concentration (r=0 .584 ,P<0 .001) .Conclusion The ma‐jor feature of the neonate with severe hyperbilirubinemia need to be exchanged transfusion was extremely severe sen‐sorineural hearing loss in both ears ;and the higher probability of serious hearing loss with the higher peak concen‐trations of serum total bilirubin .

Objective To summarize the outcomes and clinical experience of combined heart and kidney transplantation.Methods The clinical data of one case of combined heart and kidney transplantation were retrospectively analyzed.The kidney transplant was completed immediately after the heart transplant.The immunosuppressive therapy strategies included tacrolimus,corticosteroids and mycophenolate mofetil.Results For heart transplantation,heart cold ischemia time was 200 min,aorta blocking time was 136 min,and extracorporeal circulation time was 201 min.The kidney was transplanted to the right iliac fossa after heart transplantation.The endotracheal tube was removed 15 h after surgery.The patient was transferred to the general ward on the 8th day after surgery.The patient was discharged from the hospital at 27th day after surgery,the renal function was normal and no activity was restricted.Conclusion Reasonable perioperative management and selection of surgical methods are the keys to the success of combined heart and kidney transplantation.

Objective To explore the feasibility of the deep convolutional neural network (DCNN) judging the indications and prognosis of the total knee arthroplasty based on the trained DCNN computer learning system.Methods C1FAR-10 DCNN model based on TensorFlow (an open source system,Google,USA) optimized by Alex Krizhevsky were constructed.There were 400 cases with knee osteoarthritis from different databases used for analysis.Three hundred patients underwent total knee arthroplasty,while 100 did not.X-ray of 200 preoperative cases from the 400 cases and their enlarged image (50 times) were applied for training DCNN,while the enlarged images from other 200 cases were used to test the DCNN.The correlation and the regression between judgment of the DCNN and clinical truth were analyzed.The clinical truths were rechecked three times and were confirmed by treatment results.Pearson correlation and linear regression analysis were used.The relation test of the software was only used as a reference.Results There was no significant difference between the baseline of cases for learning and test.After learning 200 cases,the DCNN judged the 10 000 cases enlarged from remaining 200 cases.The correlation between the DCNN judgment and the clinical truth was not significant (r=0.000,F=0.001,P=0.970).False positive was observed in 1 681 cases,false negative in 3 296.After enlarged to 10 000 images,the correlation between the two judgments was significant (F=11 228.735,P=0.000,r=0.727 and R2=0.529).The software detection precision was 0.860.Conclusion DCNN can be applied in judging the indications of the total knee arthroplasty.Large sample size can improve the accuracy of the judgment significantly.

Objective:To explore the treatments and outcomes of heart and kidney transplantation(HKTx)and summarize its management experiences.Methods:From October 2016 to October 2020, clinical data, treatment strategies and prognosis of 11 patients received HKTx were analyzed retrospectively.In 11HKTx cases, the ratio of male-to-female was 10∶1, the age(50.6±12.9)years and the preoperative body mass index(26.72±3.29)kg/m 2.The preoperative cardiac function was class Ⅳ and the preoperative left ventricular ejection fraction(29.40±4.48)%.All patients were in uremic state pre-operation and underwent regular dialysis.The mean duration of dialysis was 2.5(0.5-7.0)years, preoperative creatinine 753.5(434-1144)μmol/L and preoperative predictive glomerular filtration rate 5.59(3.93-17.23)ml/(min preop 2). Non-staged transplant was performed and donor heart and kidney were from the same donor.The median time of cold cardiac ischemia 2.75(2.5, 4.0)hours, the median time of cold renal ischemia 9(8.5, 15.0)hours and the median time from the end of heart transplantation to the beginning of kidney transplantation 2(1.0, 3.5)hours.The immunosuppressive regimen was a combination of tacrolimus, mycophenolate mofetil and methylprednisolone. Results:Normal cardiac function and renal function normalized in 9 cases.At Month 6 post-operation, the postoperative left ventricular ejection fraction was(57.55±2.51)%, creatinine 107.7(85-132)μmol/L and urine volume in 24h 1988(1800-2200)ml.The long-term survival time was 6-62 months.No such complications as infection or rejection occurred in 9 patients.The cardiac function was class Ⅰ at Month 6 post-operation.One patient died from pulmonary mucor infection at Month 4 post-operation.Another death was due to gastrointestinal fungal infection at Month 1 after HKTx.Conclusions:HKTx is an effective treatment for end-stage heart disease with renal failure.