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

ObjectiveTo investigate the value of prealbumin-to-total bilirubin （PA/TBil） ratio on admission in predicting 90-day mortality or liver transplantation in patients with HBV-related acute-on-chronic liver failure （HBV-ACLF）， as well as the effect of its combination with Model for End-Stage Liver Disease （MELD） score on the predictive performance for short-term prognosis. MethodsA retrospective analysis was performed for the clinical data of 216 HBV-ACLF patients who were admitted to Department of Infectious Diseases in the First Affiliated Hospital of Soochow University from April 2020 to May 2025， and the patients were followed up for 3 months. According to the outcome， the patients were divided into survival group with 104 patients and death/transplantation group with 112 patients. The Kolmogorov-Smirnov test was used to check whether the continuous data was in accordance with the normal distribution； the two-independent-samples t test was used for comparison of normally distributed continuous data between two groups， while the Mann-Whitney U test was used for comparison of continuous data with skewed distribution between two groups. The chi-square test was used for comparison of categorical data between two groups. Univariate and multivariate binary Logistic regression analyses were used to investigate the influencing factors for prognosis， and the receiver operating characteristic （ROC） curve was used to analyze the performance of each indicator in predicting the prognosis of ACLF. The area under the ROC curve （AUC） was calculated， and the Delong test was used for comparison of AUC. ResultsA total of 216 patients were enrolled in this study， with a 90-day survival rate of 48.15% （104/216）. Compared with the death/transplantation group， the survival group had significantly higher platelet count， lymphocyte count， albumin， and PA/TBil ratio （all P<0.05） and significantly lower age， white blood cell count， neutrophil count， prothrombin time， international normalized ratio， aspartate aminotransferase， total bilirubin， creatinine， and MELD score （all P<0.05）. The multivariate Logistic regression analysis showed that age （odds ratio ［OR］=1.05， 95% confidence interval ［CI］： 1.02 — 1.09， P<0.001）， PA/TBil ratio （OR=0.16， 95%CI： 0.05 — 0.46， P<0.001）， and MELD score （OR=1.09， 95%CI： 1.01 — 1.17， P=0.024） were independent influencing factors for 90-day prognosis in HBV-ACLF patients. PA/TBil ratio and MELD score used alone or in combination had an AUC of 0.760， 0.779， and 0.811， respectively， in predicting the prognosis of HBV-ACLF patients， and PA/TBil ratio combined with MELD score had a better AUC than PA/TBil ratio or MELD score used alone （Z=-2.058 and 2.017， both P<0.05）. ConclusionBoth serum PA/TBil ratio and MELD score can effectively predict the prognosis of patients with HBV-ACLF， and a combination of the two indicators had a better predictive performance than MELD score alone， which provides an important reference for clinical risk stratification management and timely intervention.

Objective:To evaluate the efficacy of intraoperative sliding CT assisted deep brain stimulation of subthalaminal nucleus (STN-DBS) in short-term motor improvement and its influencing factors in patients with Parkinson's disease (PD) under general anesthesia.Methods:The cohort consisted of 48 PD patients accepted STN-DBS in Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University from June 2021 to June 2023, including 21 patients accepted STN-DBS under general anesthesia and 27 patients accepted STN-DBS under local anesthesia. STN-DBS was performed in the CT operating room and intraoperative CT was used to confirm the electrode position. Regular program-controlled follow-up for over one year in Out-patient Clinic was applied after discharge. Operation time, complications, stimulus-related adverse events, unified Parkinson's disease rating scale (UPDRS)-Ⅲ score and UPDRS-Ⅲ improvement rate at medicine-off (Med-off) stage/DBS-on stage 1 year after operation, and UPDRS-Ⅲ score and UPDRS-Ⅲ improvement rate at medicine-on (Med-on) stage/DBS-on stage 1 year after operation, and levodopa equivalent daily dose (LEDD) and LEDD reduction were compared between the two groups. Spearman rank correlation analysis or Pearson correlation analysis were used to investigate the correlation between short-term motor improvement ([UPDRS-Ⅲ score at Med-off stage before operation-UPDRS-Ⅲ score at Med-off stage/DBS-on stage 1 year after operation]/UPDRS-Ⅲ score at Med-off stage before operation×100%) and clinical data in PD after STN-DBS under general anesthesia.Results:The operation time of general anesthesia group was (1.9±0.5) h, and that of local anesthesia group was (2.6±0.8) h, with significant difference ( P<0.05). During the 1-year follow-up, no significant difference in incidence of adverse reactions, UPDRS-Ⅲ score improvement rate at Med-on and Med-off stages, LEDD and LEDD reduction was noted between the two groups ( P>0.05). In the general anesthesia group, the short-term motor improvement after STN-DBS was negatively correlated with age or gender ( P>0.05), but positively correlated with maximum improvement rate of preoperative UPDRS-Ⅲ score ( r=0.840, P<0.001). Conclusion:For patients who cannot tolerate local anesthesia, DBS under general anesthesia is also safe and effective.

Objective:To investigate the characteristics of β and γ oscillations in Parkinson's disease (PD) patients with levodopa-induced dyskinesia (LID).Methods:Seventeen patients with advanced idiopathic PD received subthalamic nucleus deep brain stimulation (STN-DBS) from August 2019 to June 2021 at Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University were enrolled; 11 patients were without LID before surgery (PD group) and 6 patients were with LID before surgery (LID group). Preoperative electrophysiological data of the STN, including Area under power spectral density (PSD-AUC), burst amplitude and duration of β and γ oscillations, were compared between the two groups.Results:PSD-AUC of β oscillation at 25-35 Hz in the PD group (60.39±1.00) was significantly increased compared with that in the LID group (54.33±0.55), whereas the PSD-AUC of γ oscillation at 65-85 Hz in the LID group (97.31±1.84) was significantly increased compared with that in the PD group (41.52±7.42, P<0.05). The aburst mplitude and duration of β oscillation in the PD group were significantly increased compared with those in the LID group ([8.52±1.00] au] vs. [1.09±0.13] au, [13 344±2 069] ms vs. [1 442±128] ms, P<0.05), while the burst amplitude and duration of γ oscillation in the LID group were significantly higher than those in the PD group ([5.03±0.55] au vs. [0.14±0.01] au, [12 276±5 011] ms vs. [1 741±233] ms, P<0.05). Conclusion:The imbalance of β-γ oscillations in the STN is associated with LID pathophysiology.

Objective:To investigate the clinical efficacy of liquid nitrogen cryopreservation and reimplantation versus allograft reconstruction in patients underwent resection of primary malignant bone tumors of the long bones of the extremities.Methods:A retrospective analysis was conducted on 144 patients who underwent resection of primary malignant bone tumors of the long bones of the extremities followed by either liquid nitrogen cryopreservation and reimplantation or massive allografts reconstruction at the Beijing Jishuitan Hospital affiliated with Capital Medical University from January 2012 to July 2023. The study included 82 males and 62 females, with an average age of 23.8±12.3 years (range, 6-64 years). Patients were divided into two groups based on the reconstruction method: the cryopreservation and reimplantation group (72 cases) and the allograft group (72 cases). The following outcomes were recorded during follow-up: local tumor recurrence, bone union, union time, graft survival, and reasons for graft removal. Graft-related complications were recorded using the modified Henderson classification system of the International Limb Salvage Association. Limb function was assessed at the last follow-up using the Musculoskeletal Tumor Society score (MSTS-93).Results:All patients completed surgery and were followed up for a mean of 60.2±32.1 months (range, 12-149 months). At the last follow-up, 24 patients were dead from the tumor, 16 patients survived with the tumor (2 cases of local recurrence and 14 cases of distant metastasis), and 104 patients survived without the tumor. The bone union rate and union time in cryopreservation and reimplantation group were 90% (65/72) and 9.6±4.8 months, respectively, which was significantly superior to those in allograft group [68% (49/72) and 15.9±6.7 months, P<0.05]. The 5-year overall graft survival rate was 86.8% [95% CI (80.1%, 95.7%)] in cryopreservation and reimplantation group, higher than 73.2% [95% CI(68.4%, 84.5%)] in allograft group significantly (χ 2=7.122, P=0.017). The rates of graft removal due to non-union and infection in the cryopreservation and reimplantation group were 0% (0/72) and 1.4% (1/72), respectively, which were significantly lower than those in the allograft group [5.6% (4/72) and 9.7% (7/72), P<0.05]. Overall, 48.6% (70/144) of patients experienced at least one graft-related complication, with a complication rate of 33.3% in cryopreservation and reimplantation group, lower than the 61.1% in allograft group significantly (χ 2=11.146, P<0.001). The complications with the highest incidence rate were nonunion (20.8%, 30/144), followed by structural failure (17.4%, 25/144), tumor progression (10.4%, 15/144), infection (10.4%, 15/144), and soft tissue failure (5.6%, 8/144). The incidence rates of the atrophic non-union and the structural failure of grafts were 9.7% (7/72) and 1.4% (1/72) respectively in the cryopreservation and reimplantation group, which were significantly lower compared to the allograft group [29.2% (21/72) and 13.9% (10/72), P<0.05]. At the last follow-up, the MSTS-93 score was 89.7%±8.3% in the cryopreservation and reimplantation group, and 87.6%±7.5% in the allograft group, with no statistically significant difference ( t=0.326, P=0.542). Conclusion:Compared with allograft reconstruction, autologous inactivated bone grafting demonstrated superior bone union efficiency and fewer complications, it may be considered for reconstruction in cases whose tumor bone is not severely osteolytic or pathologically fractured.

Objective:To explore the efficacy and safety of mitotane in adrenal cortical carcinoma (ACC) at high risk of recurrence.Methods:A prospective observational study was designed from September 2022 to November 2023. ACC patients undergoing surgery with high recurrence risk (positive margin or Ki-67 index >10% or capsule rupture or large size or high-grade ACC) in Peking Union Medical College Hospital were enrolled in this study. All patients started mitotane treatment within 3 months after surgery, with a dose of 1.5 g/d, increased by 0.5 g per week. Once the dose reached 3 g/day, adjustments were made based on blood concentration levels. All patients received mitotane therapy for at least 1 year, and CT was performed every 12 weeks to evaluate the efficacy. The primary endpoint was 1-year progression-free survival (PFS) and safety. The efficacy was analyzed by Kaplan-Meier method for survival, and the occurrence of treatment-related adverse events was summarized.Results:A total of 12 ACC patients at high risk of recurrence were screened, comprising 6 males and 6 females. Tumors were located on the left side in 8 patients, on the right in 3, and bilaterally in 1. Five patients were classified as ENSAT stageⅡ, while 7 were classified as ENSAT stage Ⅲ. The maximum diameter of tumor was (9.07 ± 2.86) cm; the median age at diagnosis was 48 (35, 51) years, and the median Ki-67 index was (28.9 ± 16.1)%. The median time from surgery to initiation of mitotane therapy was 31 (23.0, 43.2) days, and 9 patients had blood drug concentrations of 14-20 mg/L. The median follow-up time was 16.7 (12.4, 25.2) months. At 1 year after mitotane therapy, 10 (83.8%) patients were still in disease-free survival state, with a median mitotane PFS of 27.6 months (95% CI 16.4-not reached). All ACC patients experienced 1-2 grade adverse events after taking mitotane. One patient (8.3%) experienced grade 3 adverse event, including the increasing of alanine aminotransferase and aspartate aminotransferase, as well as anorexia. No grade 4-5 adverse events occurred. The most common adverse events were gastrointestinal symptoms (10 cases), including nausea, vomiting, anorexia, and diarrhea, followed by liver function damage(9 cases) and neurotoxicity(4 cases). Conclusions:Mitotane has shown the prospect of improving the prognosis of ACC patients at high risk of recurrence after surgery. Because of its serious toxic and side effects, it is necessary to monitor its blood concentration to adjust the dosage, and take measures for adverse reactions to ensure the safety of patients.

In China, most patients with hepatocellular carcinoma (HCC) have progressed to the middle and advanced stages when they are diagnosed, so early-stage diagnosis is a significant key to improving the prognosis. Tumor diameter significantly correlates with the prognosis of patients with small hepatocellular carcinoma (sHCC), which is further classified as early-stage HCC (eHCC) and advanced HCC (pHCC). The "fast in and fast out" enhancement pattern is a typical feature of liver cancer imaging (CECT/CEMRI/CEUS); yet, eHCC with a diameter of <2 cm frequently exhibits hypovascularity. Hepatocyte-specific enhanced MRI (EOB-MRI) displays a unique hepatobiliary-specific phase (HBP) hypointensity, along with atypical manifestations such as lipid-containing nodules, T2 hyperintensity, and restricted diffusion. HBP is a functional radiographic imaging feature for cancerous nodules in cirrhosis. EOB-MRI can significantly increase the hypovascularity detection rate of eHCC in conjunction with serologic markers like alpha-fetoprotein. With a focus on the dynamic changes in hypovascular hypointense nodules in HBP (including diameter size, APHE, DWI, and other parameters), it is recommended that high-risk cirrhotic cohorts undergo routine monitoring (EOB-MRI follow-up every three months) to diagnose early-stage eHCC, based on the existing evidence-based medicine. This recommendation in clinical practice guidelines provides a crucial strategy that can markedly enhance patients' five-year survival rates.

Objective To investigate the protective effect of Gynostemma pentaphyllum on memory of individuals rapidly ascending to high altitudes.Methods Twenty-one healthy subjects were randomly divided into a G.pentaphyllum food group(n=12)and a control group(n=9).The first group consumed G.pentaphyllum food for seven consecutive days while the control group received placebos.Both groups ascended from the plains to an altitude of 3600 m.Memory function was assessed using the matching memory and sequential memory tests of a cognitive evaluation system on day 1 and day 7 on the plains,and at 24 and 48 h after ascending to the high altitude.Scores of acute mountain sickness symptoms were also recorded.Results After 24 h of stay at the high altitude,the score of headache of the G.pentaphyllum food group was significantly lower than that of the control group(P＜0.05).Cognitive test results showed that the matching memory accuracy and sequential memory accuracy of the control group at 24 and 48 h were significantly lower than those on the plains(P＜0.05).In contrast,the G.pentaphyllum food group performed significantly better than the control group in these metrics(P＜0.05).Conclusion Regular consumption of G.pentaphyllum food can effectively alleviate headache symptoms in individuals rapidly ascending to high altitudes and mitigate the decline in working memory,short-term memory,and memory spans caused by acute hypoxic exposure.

Objective To explore the efficacy of DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy for management of cancer pain and provide reference for its standardized clinical application.Methods and Results Recommendations were formulated based on literature review and expert group discussion,and consensus was reached following expert consultation.The consensus recommendations are comprehensive,covering the entire treatment procedures from preoperative assessment and preparation,surgical operation process,postoperative management and traditional Chinese medicine treatment to individualized treatment planning.The study results showed that the treatment plans combining traditional Chinese with Western medicine effectively alleviated cancer pain,reduced the use of opioid drugs,and significantly improved the quality of life and enhanced immune function of the patients.Postoperative follow-up suggested good treatment tolerance among the patients without serious complications.Conclusion The formulated consensus is comprehensive and can provide reference for clinicians to use DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy.The combined treatment has a high clinical value with a good safety profile for management of cancer pain.

OBJECTIVES: To explore the efficacy of DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy for management of cancer pain and provide reference for its standardized clinical application. Methods and. RESULTS: Recommendations were formulated based on literature review and expert group discussion, and consensus was reached following expert consultation. The consensus recommendations are comprehensive, covering the entire treatment procedures from preoperative assessment and preparation, surgical operation process, postoperative management and traditional Chinese medicine treatment to individualized treatment planning. The study results showed that the treatment plans combining traditional Chinese with Western medicine effectively alleviated cancer pain, reduced the use of opioid drugs, and significantly improved the quality of life and enhanced immune function of the patients. Postoperative follow-up suggested good treatment tolerance among the patients without serious complications. CONCLUSIONS The formulated consensus is comprehensive and can provide reference for clinicians to use DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy. The combined treatment has a high clinical value with a good safety profile for management of cancer pain.
Humans ; Medicine, Chinese Traditional ; Cancer Pain/therapy* ; Drugs, Chinese Herbal/therapeutic use* ; Drug Delivery Systems ; Pain Management/methods* ; China