In the field of artificial intelligence (AI) medical imaging, data annotation is a key factor in all AI development. In the traditional manual annotation process, there are prominent problems such as difficult data acquisition, high manual labor intensity, strong professionalism and low labeling quality. Therefore, an intelligent multimodal medical image annotation system is urgently needed to meet the requirements of labeling. Based on the image cloud, West China Hospital of Sichuan University collected the multimodal image data of hospital and allied hospitals, and designed a multi-modal image annotation system through information technology, which integrated various image processing algorithms and AI models to simplify the image data annotation. With the construction of annotation system, the efficiency of data labeling in the hospitals is improved, which provides necessary data support for the AI image research and related industry construction in the hospital, so as to promote the implementation of artificial intelligence industry related to medical images in the hospital.
In order to promote the effective development of hospital day surgery mode, a construction method of information management platform that meets the characteristics of day surgery mode is presented. By analyzing the business process of the day surgery mode, the system architecture of the information platform is given; according to the difficulty of the surgical scheduling, the two-stage surgical scheduling algorithm based on the ranking theory is given; by analyzing the day surgery data statistically, a multi-angle surgical index analysis module is provided. The information management of the day surgery mode has been realized, and the work efficiency has been improved. A reasonable day surgery information platform construction can help to optimize the daytime surgical procedure and promote the smooth development of day surgery.
The full process information management of daytime surgery can help medical staff complete centralized patient management, improve the closed-loop quality of daytime surgery, and maximize the efficiency and management level of hospital daytime surgery operation. Since 2021, the First Hospital of Lanzhou University has integrated internal information exchange resources, big data, and artificial intelligence, created a full process management platform for daytime surgery, and explored the intelligent management of daytime surgery processes. This article shares the experience of building an intelligent daytime surgery full process management model based on interactive design information system from the aspects of platform interaction design, intelligent management mode, application effectiveness, in order to provide a reference for optimizing intelligent closed-loop management of daytime surgery.
The data collection form is a bridge in-between the original studies and the final systematic reviews. It’s the basis for data analyses, directly related to the results and conclusions of systematic reviews, and plays an important role in systematic reviews. There are strict requirements of data collection forms in making Cochrane systematic reviews. In this article, the authors introduce their experiences regarding to the design of data collection form.
ObjectiveTo observe the effectiveness of lateral arm free perforator flap by personalized design in repairing irregular defects of the hand. MethodsTwelve patients with irregular defects of the hand were repaired with lateral arm free perforator flaps by personalized design between January 2010 and January 2015. There were 7 males and 5 females with a mean age of 35 years (range, 18-52 years). The causes included crush injury in 5 cases, thermal injury in 3 cases, traffic accident injury in 2 cases, and friction injury in 2 cases. The time between injury and admission was 1.0-4.5 hours (mean, 3.1 hours). In 3 patients with skin and soft tissue defect of approximate square, the flap of less than 6 cm in width was designed and was segmented into foliated flaps to repair wound; the bilobed flaps were used in 5 cases of hand penetrating wounds; the bilobed flaps or trifoliate flaps were used in 4 cases of multiple finger skin soft tissue defects. The total area of the defects ranged from 6.0 cm×5.0 cm to 9.0 cm×8.0 cm, and the area of flap ranged from 10.0 cm×3.5 cm to 12.0 cm×6.0 cm. All the wounds at donor site were closed directly. ResultsAll the flaps survived, wounds and incisions at donor sites healed by first intention. The patients were followed up 6-15 months (mean, 10 months). Bulky flaps were observed in 2 cases of female patients, and flap thinning was performed at 3 months after operation. The hand function recovered satisfactorily, and the sensation was S1-S3 at 6 months after operation. According to the functional assessment criteria of upper limb formulated by the Hand Surgery Branch of Chinese Medical Association, the results were excellent in 2 cases, good in 7 cases, fair in 2 cases, and poor in 1 case. The linear scars was observed at the donor site. ConclusionThe lateral arm free perforator flap has constant vessels anatomy, and there are many perforators in the intermuscular septum. The lateral arm free perforator flap by personalized design can repair irregular defects of the hand.
As one of the standard electrophysiological signals in the human body, the photoplethysmography contains detailed information about the blood microcirculation and has been commonly used in various medical scenarios, where the accurate detection of the pulse waveform and quantification of its morphological characteristics are essential steps. In this paper, a modular pulse wave preprocessing and analysis system is developed based on the principles of design patterns. The system designs each part of the preprocessing and analysis process as independent functional modules to be compatible and reusable. In addition, the detection process of the pulse waveform is improved, and a new waveform detection algorithm composed of screening-checking-deciding is proposed. It is verified that the algorithm has a practical design for each module, high accuracy of waveform recognition and high anti-interference capability. The modular pulse wave preprocessing and analysis software system developed in this paper can meet the individual preprocessing requirements for various pulse wave application studies under different platforms. The proposed novel algorithm with high accuracy also provides a new idea for the pulse wave analysis process.
Based on the analysis of the influence of the valve pivot distance on the performance of mechanical heart valve (MHV), such as the valve opening and closing features, flow field characteristics and the valve assembly properties, value constraints of the valve pivot distance were established, and the reasonable valve was obtained by means of the finite element method. It can be shown that the central flow characteristics of the valve could be enhanced with the increasing of the ratio of pivot distance to valve inner diameter, but the plastic deformation of the ring could be liable to occur in the MHV assembly process. It is proved that the valve of specifications can be designed in similar ratio of pivot distance to valve inner diameter according to the result of the valve performance experiment.
Objective To evaluate the deviation between actual and simulated screw placement after cervical pedicle screw placement assisted by 3D printed navigation template, and analyze the correlation between screw placement deviation and navigation pipe length. Methods A total of 40 patients undergoing cervical 1-7 pedicle screw insertion assisted by 3D printed navigation template in Zigong Fourth People’s Hospital between February 2018 and August 2020 were included in this prospective study. These patients were divided into 3 groups randomly, including 12 patients with a 5-mm pipe length (5 mm group), 13 patients with a 10-mm pipe length (10 mm group), and 15 patients with a 15-mm pipe length (15 mm group). Three-dimensional modeling was performed on preoperative cervical CT images of these patients and simulated pedicle screw was placed. Individualized pedicle screw navigation templates were designed according to the position and direction of simulated pedicle screws, and 3D printing was performed on the cervical model and navigation templates. Preoperative 3D printed model and navigation templates were used to simulate the surgical process to confirm the safety of screws. During the operation, pedicle screw placement was performed according to the preoperative design and simulated surgical process. The postoperative CT images were registered with the preoperative CT images in 3D model. The safety of screw placement was evaluated by the postoperative screw placement Grade, and the accuracy of screw placement was evaluated by measuring the deviation of screw placement point and the deviation of screw placement direction in horizontal plane (inclination angle) and sagittal plane (head inclination angle). The influence of different navigation pipe lengths on the safety and accuracy of screw placement was analyzed. Results A total of 164 pedicle screws were inserted with navigation template assistance, including 48 screws (38 in Grade 0 and 10 in Grade 1) in the 5 mm group, 52 screws in the 10 mm group (all in Grade 0), and 64 screws (52 in Grade 0 and 12 in Grade 1) in the 15 mm group, and the difference in the grade among the three groups was statistically significant (P<0.05). When the navigation pipe length was 5, 10, and 15 mm, respectively, the screw entry point deviation was (1.87±0.63), (1.44±0.63), and (1.66±0.54) mm, respectively, the inclination angle deviation was (2.72±0.25), (0.90±0.21), and (1.84±0.35)°, respectively, and the head inclination angle deviation was (8.63±1.83), (7.15±1.38), and (8.24±1.52)°, respectively. The deviations in the 10 mm group were all significantly less than those in the other two groups (P<0.05). Conclusions In the cervical pedicle screw placement assisted by navigation template, all the screws were Grade 0 or Grade 1, with high safety. The mean deviation of the screw entry point is within 2 mm, with high accuracy. When the length of navigation pipe is 10 mm, the safety and accuracy of screw placement can be fully guaranteed.
Objective To summarize the application progress of three-dimensional (3D) printed metal prosthesis in joint surgery. Methods The related literature was extensively reviewed. The effectiveness of 3D printed metal prosthesis in treatment of joint surgery diseases were discussed and summarized, including the all key issues in prosthesis transplantation such as prosthesis stability, postoperative complications, bone ingrowth, etc. Results 3D printed metal prosthesis has good matching degree, can accurately reconstruct and restore joint function, reduce operation time, and achieve high patient satisfaction in short- and medium-term follow-up. Its application in joint surgery has made good progress. Conclusion The personalized microporous structure prostheses of different shapes produced by 3D printing can solve the problem of poor personalized matching of joints for special patients existing in traditional prostheses. Therefore, 3D printing technology is full of hope and will bring great potential to the reform of orthopedic practice in the future.
Objective To explore the therapeutic effect of rehabilitation therapy combined with computer-aided design and computer-aided manufacture (CAD/CAM) of orthopedic insoles on deputy scaphoid inflammation. Methods We selected the patients with deputy scaphoid inflammation who had treated in Sichuan Province Orthopedic Hospital between July 2018 and February 2020. The patients were randomly divided into control group and experimental group by drawing lots. The control group received rehabilitation therapy, while the experimental group received rehabilitation therapy combined with CAD/CAM orthopedic insoles. The clinical efficacy was tested at the 5th and 12th weeks after treatment, and the foot pain was assessed by Visual Analogue Scoring (VAS), and the foot function was assessed by the American Orthopaedic Foot and Ankle Association (AOFAS) scale. Results A total of 78 patients were included, and 3 patients dropped out. There was no significant difference in sex, age, weight or course of disease between the two groups (P>0.05). Before treatment, there was no statistically significant difference in VAS score (t=0.329, P=0.743) or AOFAS score (t=0.431, P=0.668) between the two groups. At the 5th and 12th weeks after treatment, the VAS score of the experimental group was lower than that of the control group (t=4.517, 5.299; P<0.001), and the AOFAS score was higher than that of the control group (t=6.239, 5.779; P<0.001). Over time, the VAS score of the two groups decreased (P<0.05), while the AOFAS score increased (P<0.05). Conclusion Rehabilitation therapy combined with CAD/CAM of orthopedic insoles have better curative effect than traditional rehabilitation therapy for deputy scaphoid inflammation.