Machine learning-based method for interpreting the guidelines of the diagnosis and treatment of COVID-19 / 生物医学工程学杂志

The outbreak of pneumonia caused by novel coronavirus (COVID-19) at the end of 2019 was a major public health emergency in human history. In a short period of time, Chinese medical workers have experienced the gradual understanding, evidence accumulation and clinical practice of the unknown virus. So far, National Health Commission of the People's Republic of China has issued seven trial versions of the "Guidelines for the Diagnosis and Treatment of COVID-19". However, it is difficult for clinicians and laymen to quickly and accurately distinguish the similarities and differences among the different versions and locate the key points of the new version. This paper reports a computer-aided intelligent analysis method based on machine learning, which can automatically analyze the similarities and differences of different treatment plans, present the focus of the new version to doctors, reduce the difficulty in interpreting the "diagnosis and treatment plan" for the professional, and help the general public better understand the professional knowledge of medicine. Experimental results show that this method can achieve the topic prediction and matching of the new version of the program text through unsupervised learning of the previous versions of the program topic with an accuracy of 100%. It enables the computer interpretation of "diagnosis and treatment plan" automatically and intelligently.

The Application of free fibula flap in mandibular defect reconstruction after resection of oval cavity tumors / 中华显微外科杂志

Objectives Discuss free fibula flap apply in mandibular defect reconstruction after oval cavity tumors resection.Methods Retrospectively review 15 cases clinical materials who undertake free fibula flap reconstruct mandibular defection.Madibular meloblastoma 5 cases,madibular fibrosarcoma 2 cases,submadibular gland adenoidcyst carcinoma 3 cases,submadibular gland mucoepidermoid carcinoma 2cases,oral floor high differentiated squamous carcinoma 3 cases.Simple fibular flap 10 cases,comples fibular osteocutaneous flap 5 cases.Results Fourteen cases fibular flap survival and grow well,1 case putrescence due to crisis of circulation postoperation.Conclusion Free fibular flap reconstruction madibular defect can recover patients visage and oral function,improve their survival quality.

Latissimus dorsi muscle transplantation for the treatment of facial paralysis with phrenic nerve as a recipient motor nerve source / 中华显微外科杂志

Objective To evaluate the effect of microneurovascular muscle transplantation for long standing facial paralysis by employing phrenic nerve as recipient motor nerve source Method Three cases with long standing facial palsy were treated using this operative method The latissimus dorsi with thoracodorsal vessels and thoracordorsal nerve was used as donor The ipsilateral phrenic nerve was used as a recipient motor nerve source and the facial artery and vein as recipient vessels The transferred muscle was fixated on the zygomatic arch,the nasalabial fold and commissure of orbicular oris Results All of cases obtained function restoration of the transferred muscle during 12～16 weeks postoperatively Both static and dynamic facial appearance improved Among them,two cases showed a little over bulk in the operative side,among them,one case was improved by removing a part of subcutaneous fat and outer layer of transferred muscle in another operation Conclusion Comparing with the previous operative method,this new operation method could be completed in one stage,which had not to explore the buccal branch of facial nerve in the health side of face,therefore,there is no scar left in the health side In addition,phrenic nerve was easy to explore and longer enough for anastomosis to the nerve attached to the muscle,so the short length of nerve in the transferred muscle is more easy to regeneration after anastomosis to the recipient nerve All these suggests that the transplanted muscle with phrenic nerve as recipient motor source is a simple,short time consumption, less scar left and good effect operation method for facial paralysis

Study of retrograde axonal transport of ~ 125 I-Schwann cell derived neurotrophic factor by motor neurons / 中华显微外科杂志

Objective To study the retrograde axonal transport of Schwann cell derived neurotrophic factor(SDNF)by motor neurons Methods SDNF was labeled with Chloramine T, 125 I SDNF and 100 fold excess of unlabelled SDNF was injected into the right hindlegs of neonatal rats separately The spinal cords was removed for counting in a  counter Results The radioactive level of experimental side was more than contralateral side The transport was blocked by 100 fold excess of unlabelled SDNF Conclusion SDNF was transported retrogradely by spinal motor neurons