Subtype classification of age-related macular degeneration (AMD) based on optical coherence tomography (OCT) images serves as an effective auxiliary tool for clinicians in diagnosing disease progression and formulating treatment plans. To improve the classification accuracy of AMD subtypes, this study proposes a keypoint-based, attention-enhanced residual network (KPA-ResNet). The proposed architecture adopts a 50-layer residual network (ResNet-50) as the backbone, preceded by a keypoint localization module based on heatmap regression to outline critical lesion regions. A two-dimensional relative self-attention mechanism is incorporated into convolutional layers to enhance the representation of key lesion areas. Furthermore, the network depth is appropriately increased and an improved residual module, ConvNeXt, is introduced to enable comprehensive extraction of high-dimensional features and enrich the detail of lesion boundary contours, ultimately achieving higher classification accuracy of AMD subtypes. Experimental results demonstrate that KPA-ResNet achieves significant improvements in overall classification accuracy compared with conventional convolutional neural networks. Specifically, for the wet AMD subtypes, the classification accuracies for inactive choroidal neovascularization (CNV) and active CNV reach 92.8% and 95.2%, respectively, representing substantial improvement over ResNet-50. These findings validate the superior performance of KPA-ResNet in AMD subtype classification tasks. This work provides a high-accuracy, generalizable network architecture for OCT-based AMD subtype classification and offers new insights into integrating attention mechanisms with convolutional neural networks in ophthalmic image analysis.
Tomography, Optical Coherence/methods* ; Humans ; Macular Degeneration/diagnostic imaging* ; Neural Networks, Computer

OBJECTIVE To investigate the improvement mechanism of Huatan tongmai decoction on rats with polycystic ovary syndrome （PCOS） by regulating autophagy through phosphatidylinositol-3-kinase（PI3K）/protein kinase B（AKT）/mammalian target of rapamycin （mTOR） pathway. METHODS A total of 40 rats were randomly divided into blank group （purified water）， model group （purified water）， traditional Chinese medicine group [Huatan tongmai decoction， 24 g/（kg·d）] and chemical drug group [metformin， 0.16 g/（kg·d）]， with 10 rats in each group. Except for blank group， other groups were given a combination of high-fat diet and intragastric administration of 1 mg/kg letrozole suspension to establish PCOS rat model. After modeling， they were given relevant medicine or water intragastrically， once a day， for 42 consecutive days. After the last administration， the pathological and ultrastructural changes of ovarian tissue were observed. The levels of follicle stimulating hormone （FSH）， testosterone （T）， estradiol （E2） ，luteinizing hormone （LH） in serum were detected，and the LH/FSH ratio was calculated. mRNA expressions of Beclin-1， p62 and microtubule-associated protein 1 light chain 3 （LC3） in ovarian tissue were detected. The expressions of related proteins of PI3K/AKT/mTOR pathway and autophagy in rat ovarian tissues were also detected. RESULTS Compared with blank group， the pathological damage and ultrastructural changes of the ovarian tissue in the model group rats were obvious， and a large number of autophagosomes could be seen in cells. The levels of T and LH and the LH/FSH ratio in serum， as well as mRNA and protein expressions of Beclin-1 and LC3， were increased significantly （P＜0.05）， while the levels of E2 and FSH in serum， as well as mRNA and protein expressions of p62 and the phosphorylation levels of PI3K， AKT and mTOR proteins in ovarian tissue， were significantly decreased （P＜0.05）. Compared with model group， the pathological damage of ovarian tissue in the administration groups was significantly reduced， the number of autophagosomes was smaller， and the expression levels of the above indicators were significantly reversed （P＜0.05）. CONCLUSIONS Huatan tongmai decoction can inhibit autophagy in ovarian granular cells by activating the PI3K/AKT/mTOR pathway， regulate the secretion of sex hormones， alleviate pathological damage in ovarian tissues， and promote normal follicular development， thereby exerting an ameliorative effect on PCOS rats.

Objective:To explore the kinesiophobia-associated with dyspnea belief in patients with rib fractures and analyze its influencing factors.Methods:Convenience sampling was used to select 385 patients with rib fractures treated at Beijing Friendship Hospital, Capital Medical University, from January 2023 to December 2024 as study subjects. All patients were enrolled on day 5 after treatment, and the Breathlessness Beliefs Questionnaire (BBQ) was used to assess the dyspnea belief-associated kinesiophobia. Patients were divided into a negative group (BBQ score≤23) and a positive group (BBQ score≥24) for kinesiophobia. Logistic regression analysis was employed to investigate the factors influencing dyspnea belief-associated kinesiophobia.Results:The BBQ score for 385 patients was (29.47±7.33). A total of 218 patients experienced dyspnea belief-associated kinesiophobia, with an incidence of 56.62%. Patients in negative group and positive group for kinesiophobia showed statistically significant differences in gender, educational attainment, fracture time, fracture location, number of fractured ribs, presence of concomitant hemothorax/pneumothorax, pain, perceived burden, and post-traumatic stress disorder ( P<0.05). Logistic regression analysis showed that fracture time ( OR=0.640), fracture location ( OR=3.195), presence of concomitant hemothorax/pneumothorax ( OR=2.025), pain ( OR=2.498), self-perceived burden ( OR=1.202), and post-traumatic stress disorder ( OR=1.091) were the influencing factors of dyspnea belief-associated kinesiophobia ( P<0.05) . Conclusions:Patients with rib fractures exhibit high levels and incidence of dyspnea belief-associated kinesiophobia. Targeted management should be carried out for rib fracture patients with early-stage fractures, bilateral fractures, combined pneumothorax and pain, high levels of self-perceived burden and post-traumatic stress disorder.

Objective:To explore the kinesiophobia-associated with dyspnea belief in patients with rib fractures and analyze its influencing factors.Methods:Convenience sampling was used to select 385 patients with rib fractures treated at Beijing Friendship Hospital, Capital Medical University, from January 2023 to December 2024 as study subjects. All patients were enrolled on day 5 after treatment, and the Breathlessness Beliefs Questionnaire (BBQ) was used to assess the dyspnea belief-associated kinesiophobia. Patients were divided into a negative group (BBQ score≤23) and a positive group (BBQ score≥24) for kinesiophobia. Logistic regression analysis was employed to investigate the factors influencing dyspnea belief-associated kinesiophobia.Results:The BBQ score for 385 patients was (29.47±7.33). A total of 218 patients experienced dyspnea belief-associated kinesiophobia, with an incidence of 56.62%. Patients in negative group and positive group for kinesiophobia showed statistically significant differences in gender, educational attainment, fracture time, fracture location, number of fractured ribs, presence of concomitant hemothorax/pneumothorax, pain, perceived burden, and post-traumatic stress disorder ( P<0.05). Logistic regression analysis showed that fracture time ( OR=0.640), fracture location ( OR=3.195), presence of concomitant hemothorax/pneumothorax ( OR=2.025), pain ( OR=2.498), self-perceived burden ( OR=1.202), and post-traumatic stress disorder ( OR=1.091) were the influencing factors of dyspnea belief-associated kinesiophobia ( P<0.05) . Conclusions:Patients with rib fractures exhibit high levels and incidence of dyspnea belief-associated kinesiophobia. Targeted management should be carried out for rib fracture patients with early-stage fractures, bilateral fractures, combined pneumothorax and pain, high levels of self-perceived burden and post-traumatic stress disorder.

OBJECTIVE To summarize the procedural management practice of hospital infection review for new medical technologies and projects so as to provide references for other medical institutions.METHODS The data with the respect to review of new technologies and projects were collected from Zhejiang Provincial Hospital of Chinese Medicine between 2018 and 2023,and the process of review and management practice were summarized.The potential risk for infection was evaluated by establishing the evaluation indexes for nosocomial infection man-agement of new technologies and projects and conducting procedural management of the review so as to make clear of the corresponding prevention and control measures.The tracking closed-loop management was carried out for the new technologies and projects that have been already implemented.RESULTS Totally 629 items of new medical technologies and projects were involved in the review and tracking closed-loop management,including 499(79.33％)medical technologies and pharmacy-related projects and 130(20.67％)nursing.The result of review showed that there were 606(96.34％)items with'approval',14(2.23％)items with'approval after revision',3(0.48％)items with'approval after reexamination,and 6(0.95％)items with'disapproval'.The result of risk as-sessment indicated that there were 5(0.79％)items of high-risk projects and 624(99.21％)items of low-risk pro-jects.There was no severe nosocomial infection or infection cluster incident during the tracking of clinical applica-tion of the approved items.CONCLUSION The risk of nosocomial infection has been controlled from the origin through the practice,which further standardizes the clinical application of the new technologies and projects and provides evidence for normalized application of the new technologies and projects in the medical institutions.

OBJECTIVE To summarize the procedural management practice of hospital infection review for new medical technologies and projects so as to provide references for other medical institutions.METHODS The data with the respect to review of new technologies and projects were collected from Zhejiang Provincial Hospital of Chinese Medicine between 2018 and 2023,and the process of review and management practice were summarized.The potential risk for infection was evaluated by establishing the evaluation indexes for nosocomial infection man-agement of new technologies and projects and conducting procedural management of the review so as to make clear of the corresponding prevention and control measures.The tracking closed-loop management was carried out for the new technologies and projects that have been already implemented.RESULTS Totally 629 items of new medical technologies and projects were involved in the review and tracking closed-loop management,including 499(79.33％)medical technologies and pharmacy-related projects and 130(20.67％)nursing.The result of review showed that there were 606(96.34％)items with'approval',14(2.23％)items with'approval after revision',3(0.48％)items with'approval after reexamination,and 6(0.95％)items with'disapproval'.The result of risk as-sessment indicated that there were 5(0.79％)items of high-risk projects and 624(99.21％)items of low-risk pro-jects.There was no severe nosocomial infection or infection cluster incident during the tracking of clinical applica-tion of the approved items.CONCLUSION The risk of nosocomial infection has been controlled from the origin through the practice,which further standardizes the clinical application of the new technologies and projects and provides evidence for normalized application of the new technologies and projects in the medical institutions.

Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+

Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+