Pancreatic cancer is a common malignant tumor of the digestive system,with a low early diagnosis rate,a high surgical mortality rate,a low cure rate,and a poor overall prognosis.In recent years,with the continuous development of artificial intelligence in the medical field,artificial intelligence techniques,such as machine learning and deep learning,have been widely used in medical research.This article reviews the application of artificial intelligence techniques in the screening,diagnosis,treatment,complications,and prognosis prediction of pancreatic cancer,so as to provide a basis and new ideas for the application of artificial intelligence in the diagnosis and treatment of pancreatic cancer.

Humans ; Aortic Valve/surgery* ; Retrospective Studies ; Transcatheter Aortic Valve Replacement ; Sex Factors ; Heart Valve Prosthesis Implantation ; Treatment Outcome ; China ; Aortic Valve Stenosis/surgery* ; Risk Factors ; Risk Assessment

Humans ; Retrospective Studies ; Transcatheter Aortic Valve Replacement/adverse effects* ; Risk Assessment ; China ; Prognosis ; Aortic Valve Stenosis/surgery* ; Treatment Outcome ; Risk Factors ; Aortic Valve

Objective:To analyze the efficacy of vertebroplasty combined with posterior decompression and internal fixation in the treatment of spinal metastases with neurological symptoms.Methods:This study was a retrospective analysis of 32 cases with neurological symptoms caused by spinal metastatic tumor in the Department of Orthopedics, Beijing Friendship Hospital, Capital Medical University from June 2016 to January 2022. All 32 patients (20 males, 12 females) aged between 39 to 85 years were enrolled in this study, with a mean age of (64.8±11.9) years. Surgery time, bleeding volume, modified Tokuhashi score, spinal instability neoplastic score (SINS) were collected. The visual analogue score (VAS), Oswestry disability index (ODI), Karnofsky performance scale (KPS) and American spinal cord injury association (ASIA) score before surgery, 1 month after surgery, 3 months after surgery and 6 months after surgery were collected and analyzed. Measurement data with normal distribution were represented as mean±standard deviation( ± s), and the comparison before and after surgery was conducted using repeated-measures analysis of variance test. Measurement data with skewed distribution were represented as M( Q1, Q3). Results:All 32 patients were followed up for 6 months. The operation time was (209.6±49.0) min, and the blood loss was (462.9±298.3) mL. 14 patients(43.8%) were treated with blood transfusion. The modified Tokuhashi score was 8.09±2.89, and the SINS was 8.81±1.97. The VAS score before surgery, postoperative 1, 3, 6 months were 7.47±0.98, 3.87±0.87, 2.91±0.73 and 2.34±0.60, respectively. ODI score before surgery, postoperative 1, 3, 6 months were 79.13±9.50, 39.14±6.31, 34.43±6.42 and 31.08±4.80, respectively. KPS score before surgery, postoperative 1, 3, 6 months were 49.69±14.70, 64.68±15.02, 71.88±12.81 and 75.63±10.76, respectively. The ASIA grading at 6 months follow-up was improved compared to preoperative baseline. Postoperative complications occurred in 4 cases, including nerve root injury (1 case), bone cement leakage in paravertebral soft tissue (1cases), bone cement leakage in paravertebral vein(1case) and acute thoracic epidural hematoma (1case).Conclusion:Vertebroplasty combined with posterior decompression and internal fixation can effectively relieve pain, relieve the compression of spinal cord and nerve, recover nerve functions, and improve the quality of life of patients with spinal metastatic tumor.

Pulmonary vein stenosis (PVS) is an extremely rare and lethal disease caused by multiple etiologies. PVS has a bimodal distribution in the population, affecting children and adults. Congenital PVS is the usual PVS type in children, which sometimes develops after cardiothoracic surgery. Acquired PVS, in turn, is the most common PVS type in adults. A review of the relevant literature has shown that PVS after radiofrequency ablation of atrial fibrillation is the most common, as well as that caused by compression of proliferative fibrous tissues or tumor in the mediastinum (eg, PVS caused by fibrosing mediastinitis, lung tumors, metastases, etc). This article provides a comprehensive review of PVS in terms of embryology and anatomy, etiology and triggers, classification, clinical symptoms and signs, treatment, and prognosis, intending to promote the understanding and treatment of this disease.

Pulmonary vein stenosis (PVS) is an extremely rare and lethal disease caused by multiple etiologies. PVS has a bimodal distribution in the population, affecting children and adults. Congenital PVS is the usual PVS type in children, which sometimes develops after cardiothoracic surgery. Acquired PVS, in turn, is the most common PVS type in adults. A review of the relevant literature has shown that PVS after radiofrequency ablation of atrial fibrillation is the most common, as well as that caused by compression of proliferative fibrous tissues or tumor in the mediastinum (eg, PVS caused by fibrosing mediastinitis, lung tumors, metastases, etc). This article provides a comprehensive review of PVS in terms of embryology and anatomy, etiology and triggers, classification, clinical symptoms and signs, treatment, and prognosis, intending to promote the understanding and treatment of this disease.

Objective To develop a motor rehabilitation system based on Kinect somatosensory interaction technology to be used in families.Methods The Kinect skeleton real-time tracking technique was applied to develop three motor rehabilitation protocols to instruct patients in how to perform rehabilitation training and to evaluate their performance.Results Five subjects participated in the experiment.They achieved average scores of 79.15 ±4.89 and 98.89±0.67 for 3D movement and arm lifting respectively.In the pose recognition experiment,their average recognition rate was 90.37 ± 5.21％.Conclusion The proposed rehabilitation system can instruct patients in performing training exercises and evaluate their performance at home.