The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence ; Humans ; Delivery of Health Care ; Generative Artificial Intelligence

Objective:To evaluate the effectiveness of a rotation training program for primary care general practitioners (GPs) in Taizhou, China, designed around three core competencies.Methods:A longitudinal study was conducted. A total of 111 primary care GPs participating in the 1st to 5th sessions of the Taizhou GP rotation training program at Taizhou Hospital (the designated training center) in Zhejiang Province from July 2022 to December 2024 were included. Based on the World Organization of Family Doctors (WONCA) competency model, combined with literature review and expert consultation, 15 potential training components were identified. A needs assessment survey among primary care GPs was then conducted, leading to the finalization of three core competencies for the training: ①Evidence-based management of common diseases, frequently-occurring diseases, and common symptoms; ②Early identification, management, and referral of critically ill patients; ③Chronic disease management and health promotion capabilities. A 4-month full-time immersion training program was structured around these competencies, comprising three phases: theoretical training (1 week), clinical comprehensive skills training (14 weeks), and primary care practice training (1 week). Assessments included a pre-and post-training theoretical knowledge test and a final clinical assessment. The final assessment utilized a three-station Objective Structured Clinical Examination (OSCE) evaluating patient consultation, clinical reasoning & decision-making, and clinical procedural skills. A self-administered satisfaction survey was also distributed post-training.Results:The 111 participants were predominantly aged 30-49 years (72.1% (80/111)), held bachelor′s degrees (87.4% (97/111)), were licensed physicians (78.4% (87/111)), and had junior or intermediate professional titles (87.4% (97/111)). Post-training theoretical scores were significantly higher than pre-training scores (76.26±7.00 vs. 69.94±6.40, t=-10.45, P<0.001). All participants 100%(111/111) passed the final OSCE assessment. The mean scores for the OSCE stations were: patient consultation 85.99±7.30, clinical reasoning & decision-making 82.72±7.61, and clinical procedural skills 89.60±5.65. Satisfaction rates were 100.0% (111/111) for the overall program, the three-phase design, the core competency training content, theoretical training, clinical skills training, and clinical rotation departments. Satisfaction was 98.2% (109/111) for the 4-month full-time duration, 99.1% (110/111) for the "2+X" clinical rotation model (2 weeks each in General Practice and Emergency Medicine+elective rotations in 4 other departments), and 97.3% (108/111) for the primary care practice base. Conclusions:The competency-based rotation training program for primary care GPs in Taizhou effectively enhanced participants′ theoretical knowledge and clinical practical skills, and achieved high levels of participant satisfaction. This model offers valuable insights for optimizing primary care GP training in similar settings.

Objective:To evaluate the effectiveness of a rotation training program for primary care general practitioners (GPs) in Taizhou, China, designed around three core competencies.Methods:A longitudinal study was conducted. A total of 111 primary care GPs participating in the 1st to 5th sessions of the Taizhou GP rotation training program at Taizhou Hospital (the designated training center) in Zhejiang Province from July 2022 to December 2024 were included. Based on the World Organization of Family Doctors (WONCA) competency model, combined with literature review and expert consultation, 15 potential training components were identified. A needs assessment survey among primary care GPs was then conducted, leading to the finalization of three core competencies for the training: ①Evidence-based management of common diseases, frequently-occurring diseases, and common symptoms; ②Early identification, management, and referral of critically ill patients; ③Chronic disease management and health promotion capabilities. A 4-month full-time immersion training program was structured around these competencies, comprising three phases: theoretical training (1 week), clinical comprehensive skills training (14 weeks), and primary care practice training (1 week). Assessments included a pre-and post-training theoretical knowledge test and a final clinical assessment. The final assessment utilized a three-station Objective Structured Clinical Examination (OSCE) evaluating patient consultation, clinical reasoning & decision-making, and clinical procedural skills. A self-administered satisfaction survey was also distributed post-training.Results:The 111 participants were predominantly aged 30-49 years (72.1% (80/111)), held bachelor′s degrees (87.4% (97/111)), were licensed physicians (78.4% (87/111)), and had junior or intermediate professional titles (87.4% (97/111)). Post-training theoretical scores were significantly higher than pre-training scores (76.26±7.00 vs. 69.94±6.40, t=-10.45, P<0.001). All participants 100%(111/111) passed the final OSCE assessment. The mean scores for the OSCE stations were: patient consultation 85.99±7.30, clinical reasoning & decision-making 82.72±7.61, and clinical procedural skills 89.60±5.65. Satisfaction rates were 100.0% (111/111) for the overall program, the three-phase design, the core competency training content, theoretical training, clinical skills training, and clinical rotation departments. Satisfaction was 98.2% (109/111) for the 4-month full-time duration, 99.1% (110/111) for the "2+X" clinical rotation model (2 weeks each in General Practice and Emergency Medicine+elective rotations in 4 other departments), and 97.3% (108/111) for the primary care practice base. Conclusions:The competency-based rotation training program for primary care GPs in Taizhou effectively enhanced participants′ theoretical knowledge and clinical practical skills, and achieved high levels of participant satisfaction. This model offers valuable insights for optimizing primary care GP training in similar settings.

Objective:To analyze and explore the clinical characteristics and risk factors related to nosocomial mortality in patients with liver cirrhosis combined with atrial arrhythmia.Methods:252 hospitalized patients with liver cirrhosis combined with atrial arrhythmia from January 2014 to December 2021 were enrolled, and their clinical characteristics were analyzed. The above-mentioned patients were divided into groups according to their nosocomial mortality rate. Among them, 45 nosocomial mortality cases were classified as the mortality group, and 207 survival cases were classified as the survival group. The differences in clinical data and laboratory data between the two groups were compared. The risk factors for nosocomial mortality in patients with liver cirrhosis combined with atrial arrhythmia were analyzed. The t-test, or rank-sum test, was used to compare measurement data. The chi-square test, or Fisher's exact probability method, was used to compare enumeration data. Multivariate analysis was performed by the logistic regression method.Results:Among the 252 cases, the male-to-female ratio was the same (male/female ratio: 126/126). The age range was 26 to 89 (66.77±10.46) years. Han ethnicity accounted for 79.5%. The main type of atrial arrhythmia was atrial fibrillation ( P ?

Objective:To investigate the efficacy and safety of comprehensive therapy in the treatment of advanced unresectable hepatocellular carcinoma.Methods:Clinical data of 34 patients with primary liver cancer admitted to Peking Union Medical College Hospital from Nov 2018 to Dec 2020 initially evaluated as unresectable were treated firstly by combined therapy and then underwent reevaluation for further management.Results:A total of 34 patients completed the integrative treatment, and no serious adverse events occurred. Among them, 6 patients were evaluated as partial remission, and underwent successful tumor resection, tumors in 7 patients were stable, and 21 patients suffered from disease progression.Conclusion:After comprehensive therapy, unresectable tumors in some patients could reduce and be rendered resection.

Objective To investigate the value of optical trocar insertion technique in establishing pneumoperitoneum in patients undergoing laparoscopic surgery after previous abdominal surgery. Methods A total of 29 patients, with a history of abdominal surgery, who planned to undergo laparoscopic liver surgery were enrolled and randomly divided into optical trocar insertion group and open approach group. The independent samples t -test was used for comparison of normally distributed continuous data between groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between groups; the Fisher's exact test was used for comparison of categorical data between groups; the Mann-Whitney U test was used for comparison of ranked data between groups. Results There were no procedure-related complications in either group. Compared with the open approach group, the optical trocar insertion group had a significantly shorter time required to establish pneumoperitoneum [35.00 (21.00-46.00) seconds vs 180.00 (152.50-252.50) seconds, U =0, P < 0.001] and a significantly smaller incision length [1.10(1.00-1.20) cm vs 2.80(2.45-3.00) cm, U =0, P < 0.001]. Conclusion Both optical trocar insertion and open approach for establishing pneumoperitoneum is relatively safe in patients undergoing laparoscopic liver surgery after previous abdominal surgery, while optical trocar insertion has the advantages of high efficiency and minimal invasiveness in establishing pneumoperitoneum.

Objective To observe the effectiveness and safety of Kang′ai injection combined with docetaxel or gemcitabine chemotherapy in treatment of elderly patients with advanced non-small cell lung cancer(NSCLC). Methods A multi-center,randomized and parallel control study was carried out in 150 elderly patients with ad-vanced NSCLC treated in 3 hospitals during the period from June 2013 to August 2014.The patients were randomly divided into platinum-based group(platinum-based doublet chemotherapy)and Kang′ai group(Kang′ai injection combined with single agent chemotherapy). The clinical efficacy,quality of life and adverse reactions were ob-served and compared between the two groups. Results There was no significant difference in the disease control rate between the two groups group(79.66% vs 81.82%)(χ2=0.101,P=0.751)while the effective rate of Kang′ai group was significantly higher than that of platinum-based group(30.51% vs 14.29%)(χ2=5.240,P=0.022). The effective rate of clinical symptom relief in Kang′ai group after treatment was significantly higher than that in platinum-based group(69.49% vs 48.05%)(χ2=6.278,P=0.012),and the increase rate of PS score in Kang′ai group after the treatment was also significantly higher than that in platinum-based group(18.64% vs 3.90%)(χ2=7.868,P=0.005).There was no significant difference in quality of life between two groups(P>0.05).The quali-ty of life score of Kang′ai group was significantly higher than that of platinum-based group at the second course of treatment(P<0.05).The incidence of adverse reactions in Kang′ai group was significantly lower than that in the platinum-based group(47.46% vs 71.42%)(χ2= 8.070,P < 0.05). Conclusion Kang′ai injection combined with single agent chemotherapy can effectively relieve clinical symptoms and reduce the tumor size in elderly patients with advanced NSCLC,with high safety.

Objective To explore the effect of target monitoring and intervention combination strategies on prevention of catheter-related bloodstream infections (CRBSI) in intensive care unit (ICU) patients.Methods Target monitoring and intervention combination strategies were implemented in patients with central venous catheters in ICU since January 2015.372 patients with central venous catheters in 2014 were selected as the control group,and 426 patients who received target monitoring and intervention combination strategy were taken as the intervention group.The incidence rates of CRBSI in two groups were compared.Results There were 5 cases of infection in the intervention group,and the incidence rate of infection was 1.17％;there were 13 cases of infection in the control group,and the incidence rate of infection was 3.49％ (x2=13.38,P＜0.05).The incidence rate of CRBSI in the intervention group was 1.41‰,while it was 4.17‰ in the control group (x2 =8.94,P＜ 0.05).Conclusions Target monitoring and intervention combination strategies can significantly reduce the incidence of CRBSI in patients with central venous catheters in ICU.

Objective To observe the clinical curative effect of Ⅲb~Ⅳstage non-small cell lung cancer treated by radiofrequency ablation combined with chemotherapy. Methods Forty-eight Ⅲb~Ⅳstage non-small cell lung cancer patients were divided into the study group (RFA + chemotherapy) and 74 were in control group (chemotherapy alone) by the method of non randomized controlled. Curative effect was evaluated every two cycles during the treatment. A 6 to 36 months follow-up was conducted after the treatment. Results The objective response rate of experiment group and control group was 58.3%and 41.9%respectively (P>0.05) with no significant difference and disease control rates of experiment group and control group were 91.7% and 75.7% respectively (P<0.05). MST were 14.4 months and 8.2 months respectively (P<0.01), with statistically significant differences in experiment group and control group and clinical benefit efficient were 87 . 5% and 66 . 2% respectively ( P < 0.05). Conclusion The treatment of radiofrequency ablation combined with chemotherapy for advanced non-small cell lung cancer can significantly improve the patient′s survival and the clinical curative effect.

Objective To observe the effect of traditional chinese medicine(TCM)therapy on improving quality of life of patients with colorectal carcinoma(CRC).Methods Patients with CRC treated at the first affiliated hospital to Guangzhou university of traditional Chinese medicine and the second affiliated hospital of Guangzhou medical college from March 2005 to April 2006 were enrolled.90 valid cases were randomly divided into three groups:TCM group(30 eases),integrated traditional and western medicine group (30 cases)and western medicine group(30 cages).The FACT-C were used to evaluate the quality of life(QOL).Results The QOL wag best in integrated traditional and western medicine group.worst in western medicine group.When the trial finished,TCM group and integrated traditional and western medicine group gained a significant ameliorating effect of QOL compared with pre-treatment scores(P＜0.05).Conclusion The results prompted that TCM have antagonistic effect on the adverse reactions of chemotherapy and Can improve the patients' quality of life in a certain degree.