Objective To evaluate the radiation dose levels induced by secondary neutrons at different locations inside proton therapy treatment rooms, and analyze the distribution characteristics of neutron energy spectra by combining experimental measurements with simulations, and to provide a theoretical basis and technical support for radiation protection design and management in proton therapy. Methods Multiple representative measurement points were established in the treatment rooms of two hospital-based proton therapy centers. The DIAMON neutron spectrometer was employed to perform in-situ measurements of secondary neutron doses and energy spectra. Three-dimensional simulation models of treatment rooms were constructed using the FLUKA code to simulate the generation and transport of secondary neutrons. Results Measurements showed that the neutron dose was highest near the target region, reaching up to 4293.750 µSv/h. The doses at the maze entrance were the next highest, ranging from 422.091 to 489.268 µSv/h, while the doses in the middle section of the maze ranged from 2.860 to 6.727 µSv/h. The neutron energy spectra exhibited a triple-peak pattern. Conclusion Significant accumulation of secondary neutrons was observed near the target and in the maze regions during proton therapy, with intermediate-energy neutrons being the dominant dose contributor. The consistency between measurements and simulations validated the reliability of the model, which can provide a basis for optimizing treatment room shielding and controlling occupational exposure for staff.

Objective To investigate and analyze the occupational stress levels and influencing factors among radiation workers in China, and provide a reference for alleviating occupational stress and promoting mental health. Methods Using the general situation questionnaire, Effort-Reward Imbalance questionnaire, and radiation protection knowledge questionnaire, a convenience sampling method was adopted to investigate the occupational stress of 243 radiation workers in Liaoning, Fujian, Guangdong, and Xinjiang provinces. The independent samples t-test, one-way analysis of variance, chi-square test, and binary logistic regression were used to analyze the influencing factors. Results The average score of Effort-Reward Imbalance was 0.97 ± 0.22, and 100 (41.15%) radiation workers had occupational stress. There were significant differences in the detection rate of occupational stress among radiation workers of different ages, working years in radiation positions, monthly incomes, daily sleep durations, and daily working hours (P < 0.05). Logistic regression analysis identified daily working hours as a factor contributing to occupational stress. Conclusion The occupational stress among radiation workers in China is relatively severe. It is recommended to pay attention to the associated risks and implement targeted intervention measures to reduce the impact of occupational stress.

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

With the widespread application of proton therapy in tumor radiation treatment, the health effects of secondary neutron radiation on patients and medical personnel have become a key concern in radiation protection. Currently, there is no commonly accepted technical standard for neutron dose measurement in proton therapy, making it difficult to compare neutron doses across studies and hindering the standardized development of radiation protection strategies. This paper provides a systematic review of commonly used neutron dose measurement methods and Monte Carlo simulation approaches. This article also explores the key challenges and potential improvements in neutron dose measurement in proton therapy.

Objective To discuss the short-term efficacy and safety of primary percutaneous reduction combined with robotic-assisted screw placement for the treatment of Sanders type Ⅲ and Ⅳ calcaneal frac-tures.Methods A total of 52 patients(52 feet)with Sanders type Ⅲ and Ⅳ calcaneal fractures admitted to this hospital from August 2022 to October 2024 were selected as the study subjects.33 patients were treated with robot assisted screw placement(the observation group),including 23 cases of Sanders type Ⅲ patients(4 cases of AC type,16 cases of AB type,3 cases of BC type)and 10 cases of Sanders type Ⅳ patients;19 patients underwent manual screw placement under C-arm X-ray fluoroscopy(the control group),including 14 cases of Sanders type Ⅲ(5 cases of AC type,9 cases of AB type)and 5 cases of Sanders Ⅳ type.The B?hler angle,Gissane angle,calcaneal height,calcaneal width,and calcaneal length were compared between the two groups at 3 and 12 months after surgery.The differences in the time from injury to surgery,intraoperative blood loss,number of intraoperative fluoroscopies,total incision length,operation time,number of screws inserted,num-ber of punctures,hospital stay,fracture healing time,and proportion of tarsal sinus incision-assisted reduction between the two groups were evaluated and compared.The American Orthopedic Foot and Ankle Society(AOFAS)ankle and hindfoot function score,excellent rate of function and visual analog scale(VAS)pain score after surgery were also compared,and the incidence of postoperative complications between the two groups were compared to evaluate safety.Results Both groups of patients were followed up for more than 12 months after surgery.At 3 and 12 months postoperatively,B?hler's angle,Gissane's angle,calcaneal length,calcaneal height,and calcaneal width in both groups showed significant improvements compared to preopera-tive measurements,but there was no statistically significant difference between the two groups(P＞0.05).The intraoperative blooding loss,number of intraoperative fluoroscopies,operation time,and number of punc-tures in the observation group were all lower than those in the control group,and the differences were statisti-cally significant(P＜0.05);There was no statistically significant difference in the time from injury to surger-y,total incision length,number of screws inserted,hospital stay,fracture healing time,proportion of tarsal si-nus incision-assisted reduction,and excellent rate of function between the two groups of patients(P＞0.05).The AOFAS ankle and hindfoot function score of the observation group was higher than that of the control group at 3 months after surgery,and the VAS pain scores in the early postoperative period was lower than that of the control group,the differences were statistically significant(P＜0.05).The incidence of complications such as lower ankle pain,traumatic arthritis,and plantar pain in the observation group was significantly lower than that in the control group,and the difference was statistically significant(P＜0.05).Conclusion Com-pared with manual screw placement,primary percutaneous reduction combined with robotic-assisted screw placement for the treatment of Sanders type Ⅲ and Ⅳ calcaneal fractures is more effective,safe,precise,mini-mally invasive and efficient,with less intraoperative bleeding and lower incidence of complications.

Objective To investigate the expression and clinical significance of B7-H5 in patients with chro-nic hepatitis B and hepatitis B virus(HBV)-related hepatocellular carcinoma.Methods Enzyme-linked immu-nosorbent assay(ELISA)was used to detect the serum levels of B7-H5 in 104 patients with chronic hepatitis B,28 patients with HBV-related hepatocellular carcinoma and 35 healthy controls.And statistical methods were used to analyze the difference,correlation and diagnostic value of the results.Results The serum levels of B7-H5 in patients with HBV-related hepatocellular carcinoma,patients with chronic hepatitis B and healthy subjects were statistically different(P＜0.05),and the level from high to low was HBV-related liver cancer patients,chronic hepatitis B patients,healthy subjects.The serum level of B7-H5 in chronic hepatitis B pa-tients with negative HBV-DNA was significantly higher than that in healthy subjects(P＜0.01).The level of B7-H5 in patients with chronic hepatitis B was positively correlated with HBV-DNA load(P＜0.05).And the level of B7-H5 in patients with HBV-related hepatocellular carcinoma was positively correlated with HBsAg,HBeAg and AFP levels(P＜0.05).In addition,B7-H5 had diagnostic value for chronic hepatitis B and HBV-related hepatocellular carcinoma(P＜0.01),and the diagnostic value for HBV-related hepatocellular carcino-ma was higher than that for chronic hepatitis B.The level of B7-H5 in patients with HBV-related hepatocellu-lar carcinoma after surgery was significantly lower than that before surgery(P＜0.05).Conclusion Serum levels of B7-H5 is related to the progression of CHB and HBV-related hepatocellular carcinoma,and can be considered as an effective detection index for the auxiliary diagnosis and the judgment of postoperative condi-tion of CHB and HBV-related hepatocellular carcinoma.

Objective:To explore the curative efficacy and safety of microwave ablation(MWA)combined with percutaneous ethanol injection(PEI)in treating thyroid cystic solid nodule.Methods:A total of 62 patients with thyroid cystic solid nodule,who admitted to The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University from January 2021 to December 2022,were selected,and they were divided into microwave group(n=28,only single MWA)and combination group(n=34,MWA combined with PEI)according to different treatment plans.The reduction rate of the volume of thyroid nodules,indicators of thyroid function,clinical symptom and the score of physical signs,as well as the incidence of perioperative complications,were compared between two groups after treatment.Results:After treatment,the reduction rate of the volume of thyroid nodule was(88.97±6.36)%in the combination group,which was higher than that(88.15±5.69)%in the microwave group,and the differences in those indicators between the two groups were statistically significant(t=2.465,P＜0.05).The differences of the indicators of thyroid function before and after treatment between two groups were not significant(P＞0.05).The clinical symptoms and the scores of physical signs of both groups after treatment were lower than that before treatment(P＞0.05).The incidence of perioperative complications in the combination group was 17.65%,which was lower than 42.68%in the microwave group(P＜0.05),and the difference of that between the two groups was significant(x2=4.736,P＜0.05).Conclusion:The curative efficacy of the combination of MWA and PEI is better than MWA alone,which has better safety.

Acute pancreatitis(AP)is a frequently encountered acute abdominal syndrome in clinical settings,and the integrated model of traditional Chinese and Western medicine(TCM-WM)has demonstrated notable advantages in the diagnosis and treatment of AP.To systematize and standardize clinical practices related to develop clinical pathway for integrated TCM-WM diagnosis and treatment of AP,which enhances the efficiency and quality of patient care.This pathway focuses on AP,a common acute and life-threatening disease within the digestive system,and outlines that the central pathological mechanism involves pancreatic injury and localized inflammation resulting from the abnormal activation of pancreatic enzymes.It has the characteristics of rapid onset,multiple causes,and complex manifestations.Severe cases can be life-threatening.At present,conventional treatments encompass a diverse range of modalities.Moreover,traditional Chinese medicine(TCM)holds distinct advantages in alleviating relevant symptoms,and TCM-WM is gaining increasing prevalence.To enhance the standardization and consistency of diagnostic and therapeutic practices,this clinical pathway clearly delineates the target patient population,which includes individuals diagnosed with abdominal pain disorder according to TCM and with AP in accordance with WM criteria,as well as the corresponding inclusion standards.The diagnostic framework integrates both TCM and WM guidelines,and further incorporates disease staging,severity grading,and syndrome differentiation to support a comprehensive and integrated diagnostic strategy.The treatment integrates approaches from both TCM and WM.Within the WM framework,interventions consist of basic supportive care,infection control,nutritional support,and the management of complications.In the context of TCM,the protocol includes syndrome differentiation and corresponding therapeutic strategies(Distinct syndrome patterns are identified and managed during the acute and convalescent phases),such as acupuncture and retention enema.This clinical pathway addresses multiple key components,including preventive strategies,post-treatment follow-up,criteria for evaluating therapeutic efficacy,admission and discharge,admission examination protocols,discharge criteria,and the rationale for deviations or withdrawal from the pathway.It is designed to provide a systematic and standardized reference framework for relevant clinical practices.

Objective:To explore the curative efficacy and safety of microwave ablation(MWA)combined with percutaneous ethanol injection(PEI)in treating thyroid cystic solid nodule.Methods:A total of 62 patients with thyroid cystic solid nodule,who admitted to The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University from January 2021 to December 2022,were selected,and they were divided into microwave group(n=28,only single MWA)and combination group(n=34,MWA combined with PEI)according to different treatment plans.The reduction rate of the volume of thyroid nodules,indicators of thyroid function,clinical symptom and the score of physical signs,as well as the incidence of perioperative complications,were compared between two groups after treatment.Results:After treatment,the reduction rate of the volume of thyroid nodule was(88.97±6.36)%in the combination group,which was higher than that(88.15±5.69)%in the microwave group,and the differences in those indicators between the two groups were statistically significant(t=2.465,P＜0.05).The differences of the indicators of thyroid function before and after treatment between two groups were not significant(P＞0.05).The clinical symptoms and the scores of physical signs of both groups after treatment were lower than that before treatment(P＞0.05).The incidence of perioperative complications in the combination group was 17.65%,which was lower than 42.68%in the microwave group(P＜0.05),and the difference of that between the two groups was significant(x2=4.736,P＜0.05).Conclusion:The curative efficacy of the combination of MWA and PEI is better than MWA alone,which has better safety.

Acute pancreatitis(AP)is a frequently encountered acute abdominal syndrome in clinical settings,and the integrated model of traditional Chinese and Western medicine(TCM-WM)has demonstrated notable advantages in the diagnosis and treatment of AP.To systematize and standardize clinical practices related to develop clinical pathway for integrated TCM-WM diagnosis and treatment of AP,which enhances the efficiency and quality of patient care.This pathway focuses on AP,a common acute and life-threatening disease within the digestive system,and outlines that the central pathological mechanism involves pancreatic injury and localized inflammation resulting from the abnormal activation of pancreatic enzymes.It has the characteristics of rapid onset,multiple causes,and complex manifestations.Severe cases can be life-threatening.At present,conventional treatments encompass a diverse range of modalities.Moreover,traditional Chinese medicine(TCM)holds distinct advantages in alleviating relevant symptoms,and TCM-WM is gaining increasing prevalence.To enhance the standardization and consistency of diagnostic and therapeutic practices,this clinical pathway clearly delineates the target patient population,which includes individuals diagnosed with abdominal pain disorder according to TCM and with AP in accordance with WM criteria,as well as the corresponding inclusion standards.The diagnostic framework integrates both TCM and WM guidelines,and further incorporates disease staging,severity grading,and syndrome differentiation to support a comprehensive and integrated diagnostic strategy.The treatment integrates approaches from both TCM and WM.Within the WM framework,interventions consist of basic supportive care,infection control,nutritional support,and the management of complications.In the context of TCM,the protocol includes syndrome differentiation and corresponding therapeutic strategies(Distinct syndrome patterns are identified and managed during the acute and convalescent phases),such as acupuncture and retention enema.This clinical pathway addresses multiple key components,including preventive strategies,post-treatment follow-up,criteria for evaluating therapeutic efficacy,admission and discharge,admission examination protocols,discharge criteria,and the rationale for deviations or withdrawal from the pathway.It is designed to provide a systematic and standardized reference framework for relevant clinical practices.