Objective: To investigate the current knowledge status of transfusion medicine among pediatricians/postgraduates and the reliability of large language models (LLMs) for assisted learning, and to assess changes in pediatricians' transfusion medicine knowledge before and after the implementation of the "Pediatric Transfusion Guideline" (hereafter referred to as the "Guideline"). Methods: In January 2022 (prior to the implementation of the "Guideline"), a questionnaire was developed based on the "Guideline" content and distributed to pediatricians. Subsequently, in July 2025 (after the implementation of the "Guideline"), the "Pediatric Transfusion Medicine Knowledge Questionnaire" was designed based on the content of the January 2022 questionnaire. This questionnaire survey was conducted on pediatricians/postgraduates and LLMs. We analyzed the level of transfusion medicine knowledge among pediatricians/postgraduates and the reliability of LLMs for assisted learning, and compared the accuracy of pediatricians' responses before and after "Guideline" implementation. Results: The survey results after the implementation of the "Guidelines" revealed that pediatricians/postgraduates achieved response accuracy rates exceeding 80% on the topic of "Patient Blood Management". However, response accuracy rates were below 30% for topics including "Types and Indications of Blood Components/Products" and "E-valuation of Transfusion Efficacy". The pediatricians' accuracy rates for related questions before and after the implementation of the "Guidelines" were 14.7%-68.9% and 3%-38%, respectively, and the comparison of accuracy rates for each question showed significant differences (P<0.001). The accuracy rates of the LLMs on the questionnaire were all below 90%. Among them, Doubao (81.1%) and Kimi (86.4%) achieved relatively higher accuracy rates, while Tencent Yuanbao (Hunyuan) had the lowest accuracy rate at only 59.5%. Conclusion: The implementation of the "Guideline" may have improved pediatricians' knowledge level of pediatric transfusion medicine. However, their knowledge level of pediatric transfusion remains low, and LLMs cannot yet provide absolutely reliable guidance. Systematic training in pediatric transfusion medicine is urgently needed.

Cucurbitacin B has been demonstrated to exhibit significant antitumor activity against various types of tumors. Its antiproliferative effects were mediated through the regulation of multiple signaling pathways， including the Janus kinase 2/signal transducer and activator of transcription 3 （STAT3） pathway， the phosphoinositide 3-kinase/protein kinase B pathway， and the mitogen-activated protein kinase pathway. Diverse forms of cell death were induced by modulating the expression of proteins such as B-cell lymphoma-2-associated X protein， Notch signaling components， iron uptake regulatory proteins， and gasdermin D. Genetic effects were exerted through upregulation of phosphorylated histone H2AX expression and suppression the expression of oncogenes. Furthermore， the tumor immune microenvironment was modulated， angiogenesis and migration/invasion were inhibited， and tumor drug resistance was ameliorated via targeting of the STAT3 site， inhibition of vascular endothelial growth factor receptor 2， and downregulation of P-glycoprotein. However， the oral bioavailability of cucurbitacin B has been found to be low； therefore， various strategies， including the development of derivatives and prodrugs， construction of nano-drug delivery systems， and fabrication of molecular probes， have been employed to improve its utilization efficiency and safety. In the future， more in-depth mechanistic investigations and clinical trials are still required to provide a theoretical basis for novel drug development and clinical application of this compound.

With the rapid development of artificial intelligence, computational pathology has been seamlessly integrated into the entire clinical workflow, which encompasses diagnosis, treatment, prognosis, and biomarker discovery. This integration has significantly enhanced clinical accuracy and efficiency while reducing the workload for clinicians. Traditionally, research in this field has depended on the collection and labeling of large datasets for specific tasks, followed by the development of task-specific computational pathology models. However, this approach is labor intensive and does not scale efficiently for open-set identification or rare diseases. Given the diversity of clinical tasks, training individual models from scratch to address the whole spectrum of clinical tasks in the pathology workflow is impractical, which highlights the urgent need to transition from task-specific models to foundation models (FMs). In recent years, pathological FMs have proliferated. These FMs can be classified into three categories, namely, pathology image FMs, pathology image-text FMs, and pathology image-gene FMs, each of which results in distinct functionalities and application scenarios. This review provides an overview of the latest research advancements in pathological FMs, with a particular emphasis on their applications in oncology. The key challenges and opportunities presented by pathological FMs in precision oncology are also explored.
Humans ; Precision Medicine/methods* ; Medical Oncology/methods* ; Artificial Intelligence ; Neoplasms/pathology* ; Computational Biology/methods*

Real-world study (RWS), based on multi-source data from real medical environments, is gradually becoming an important supplement to traditional randomized controlled trials, and its application in the field of transfusion medicine is becoming increasingly widespread. This article systematically reviews the definition and methodological system of RWS, examines its application cases in clinical blood transfusion research, and discusses the advantages, limitations, and future research directions of RWS, aiming to provide a reference for evidence-based research in blood transfusion medicine.

Real-world study (RWS), based on multi-source data from real medical environments, is gradually becoming an important supplement to traditional randomized controlled trials, and its application in the field of transfusion medicine is becoming increasingly widespread. This article systematically reviews the definition and methodological system of RWS, examines its application cases in clinical blood transfusion research, and discusses the advantages, limitations, and future research directions of RWS, aiming to provide a reference for evidence-based research in blood transfusion medicine.

Objective: Through analyzing the current handling capabilities for complex cases in blood transfusion compatibility detection and the application status of artificial intelligence-assisted (AI-assisted) technologies, this study explores the establishment of an effective AI-augmented protocol for managing challenging blood transfusion compatibility detection. Methods: This research systematically analyzes, designs, and explores an AI-augmented operational workflow for resolving challenging blood transfusion compatibility detection cases. Through three representative case studies, we evaluate its effectiveness, accuracy, and efficiency in addressing real-world diagnostic challenges. Results: The AI-augmented operational model demonstrates significant efficacy in resolving complex blood transfusion compatibility challenges, including complex blood typing, antibody specificity identification, challenging cross-matching, and transfusion strategy formulation. Conclusion: AI-augmented technologies demonstrate immense potential in resolving complex blood transfusion compatibility detections. By enabling intelligent, automated, precise, and standardized solutions, they significantly enhance diagnostic accuracy and operational efficiency, which is critical for ensuring transfusion safety and advancing personalized transfusion medicine. This study delineates both the advantages and existing limitations of AI implementation, explores future developmental trajectories, and provides a theoretical framework and practical implementation pathways for deeper integration of AI in transfusion medicine.

Objective:To investigate the clinical effect of repairing unilateral incomplete cleft lip functionally and sub-regionally with modified micro-triangular skin flap and orbicularis oris muscle flaps.Methods:A retrospective study was conducted in the patients with unilateral incomplete cleft lip, who underwent repair at Department of Plastic, Aesthetic and Maxillofacial Surgery, the First Affiliated Hospital of Xi’an Jiaotong University from April 2020 to February 2023. Surgical landmarks were fixed according to the anatomical structure of non-cleft side. Short straight skin incisions were designed along the philtral column. A micro-triangular flap was designed above the vermilion margin of the affected lip, which was inserted into the contralateral lip peak to lower the lip peak and lengthen the philtral column. The orbicularis oris muscle was reconstructed with five muscle flaps in three areas to create a good sub-structure of the upper lip and the nasal floor. The vermilion tubercle and philtral column were reconstructed. Deviation of nasal columella was corrected and the nasal floor was elevated. The outcomes were assessed through subjective evaluation and objective anthropometric measurements.(1) Subjective outcomes were assessed by two plastic surgeons together who were not included in this study. The following parameters were assessed: scar appearance, Cupid’s bow continuity, lip pick height, alar base width, nostril symmetry, philtral ridge contour. Each parameter was graded from 1 point (poor), 2 points (average), or 3 points (good). (2) Objective measurements were taken by one plastic surgeon who was not included in this study using the Image-Pro Plus 6.0. Measurements were included bilateral vermilion thickness, bilateral length of lip pick to cheilion, bilateral philtral column length, bilateral length of Cupid’s pick to ala nasi, bilateral alar base width. Asymmetry ratio = |non-cleft counts-cleft counts|/non-cleft counts×100%, and a value closer to 0 would mean the less different, the more symmetrical. Statistical analysis was performed using descriptive methods. Non-normal distributed measurement datas were expressed by M( Q1, Q3). Results:A total of 32 patients of unilateral incomplete cleft lip were enrolled, including 19 males and 13 females, aged 3-18 months. All patients were primary healing, and no serious complications (i.e., infection, hematoma, wound dehiscence) occurred. The postoperative follow-up time was 6-24 months. The patients were satisfied with the results, including favorable red lip contour, good continuity, obvious vermilion, cubical philtrum column, good symmetry of bilateral structure and sub-structure and light scar. The overall score of the subjective evaluation was 2.66 points. Cupid’s bow continuity got the highest score(2.84 points), and nostril symmetry got the lowest score(2.38 points). Objective measurements indicated excellent parameters were bilateral alar base width [2.60%(1.02%, 7.08%)] and bilateral philtral length[3.95%(2.03%, 5.98%)].Conclusion:Repairing unilateral incomplete cleft lip functionally and sub-regionally with modified micro-triangular skin flap and orbicularis oris muscle flaps can create a good sub-structure of the upper lip contour, and bring a significant improvement in the upper lip and the nasal floor symmetry, which is an effective method for incomplete unilateral cleft lip repair.

With the rapid development of artificial intelligence technology, its applications in medical imaging have become increasingly extensive. This review aimed to analyze the current development status and future direction of intelligent imaging technology by investigating its application in various medical departments. To achieve this, we conducted a comprehensive search of various data sources up to 2024, including PubMed, Web of Science, and Google Scholar, based on the principle of comprehensive search. A total of 332 articles were screened, and after applying the inclusion and exclusion criteria, 56 articles were selected for this study. According to the findings, intelligent imaging technology exhibits robust image recognition capabilities, making it applicable across diverse medical imaging modalities within hospital departments. This technology offers an efficient solution for the analysis of various medical images by extracting and accurately identifying complex features. Consequently, it significantly aids in the detection and diagnosis of clinical diseases. Its high accuracy, sensitivity, and specificity render it an indispensable tool in clinical diagnostics and related tasks, thereby enhancing the overall quality of healthcare services. The application of intelligent imaging technology in healthcare significantly enhances the efficiency of clinical diagnostics, resulting in more accurate and timely patient assessments. This advanced technology offers a faster and more precise diagnostic approach, ultimately improving patient care and outcomes. This review analyzed the socioeconomic changes brought about by intelligent imaging technology to provide a more comprehensive evaluation. Also, we systematically analyzed the current shortcomings of intelligent imaging technology and its future development directions, to enable future research.
Humans ; Artificial Intelligence ; Diagnostic Imaging/methods* ; Hospitals

Objective:To investigate the clinical effect of repairing unilateral incomplete cleft lip functionally and sub-regionally with modified micro-triangular skin flap and orbicularis oris muscle flaps.Methods:A retrospective study was conducted in the patients with unilateral incomplete cleft lip, who underwent repair at Department of Plastic, Aesthetic and Maxillofacial Surgery, the First Affiliated Hospital of Xi’an Jiaotong University from April 2020 to February 2023. Surgical landmarks were fixed according to the anatomical structure of non-cleft side. Short straight skin incisions were designed along the philtral column. A micro-triangular flap was designed above the vermilion margin of the affected lip, which was inserted into the contralateral lip peak to lower the lip peak and lengthen the philtral column. The orbicularis oris muscle was reconstructed with five muscle flaps in three areas to create a good sub-structure of the upper lip and the nasal floor. The vermilion tubercle and philtral column were reconstructed. Deviation of nasal columella was corrected and the nasal floor was elevated. The outcomes were assessed through subjective evaluation and objective anthropometric measurements.(1) Subjective outcomes were assessed by two plastic surgeons together who were not included in this study. The following parameters were assessed: scar appearance, Cupid’s bow continuity, lip pick height, alar base width, nostril symmetry, philtral ridge contour. Each parameter was graded from 1 point (poor), 2 points (average), or 3 points (good). (2) Objective measurements were taken by one plastic surgeon who was not included in this study using the Image-Pro Plus 6.0. Measurements were included bilateral vermilion thickness, bilateral length of lip pick to cheilion, bilateral philtral column length, bilateral length of Cupid’s pick to ala nasi, bilateral alar base width. Asymmetry ratio = |non-cleft counts-cleft counts|/non-cleft counts×100%, and a value closer to 0 would mean the less different, the more symmetrical. Statistical analysis was performed using descriptive methods. Non-normal distributed measurement datas were expressed by M( Q1, Q3). Results:A total of 32 patients of unilateral incomplete cleft lip were enrolled, including 19 males and 13 females, aged 3-18 months. All patients were primary healing, and no serious complications (i.e., infection, hematoma, wound dehiscence) occurred. The postoperative follow-up time was 6-24 months. The patients were satisfied with the results, including favorable red lip contour, good continuity, obvious vermilion, cubical philtrum column, good symmetry of bilateral structure and sub-structure and light scar. The overall score of the subjective evaluation was 2.66 points. Cupid’s bow continuity got the highest score(2.84 points), and nostril symmetry got the lowest score(2.38 points). Objective measurements indicated excellent parameters were bilateral alar base width [2.60%(1.02%, 7.08%)] and bilateral philtral length[3.95%(2.03%, 5.98%)].Conclusion:Repairing unilateral incomplete cleft lip functionally and sub-regionally with modified micro-triangular skin flap and orbicularis oris muscle flaps can create a good sub-structure of the upper lip contour, and bring a significant improvement in the upper lip and the nasal floor symmetry, which is an effective method for incomplete unilateral cleft lip repair.

Objective:To explore the role of mechanical hemodynamic support (MHS) in mapping and catheter ablation of patients with hemodynamically unstable ventricular tachycardia (VT), report single-center experience in a cohort of consecutive patients receiving VT ablation during MHS therapy, and provide evidence-based medical evidence for clinical practice.Methods:This was a retrospective cohort study. Patients with hemodynamically unstable VT who underwent catheter ablation with MHS at Beijing Anzhen Hospital, Capital Medical University between August 2021 and December 2023 were included. Patients were divided into rescue group and preventive group according to the purpose of treatment. Their demographic data, periprocedural details, and clinical outcomes were collected and analyzed.Results:A total of 15 patients with hemodynamically unstable VT were included (8 patients in the rescue group and 7 patients in the preventive group). The acute procedure was successful in all patients. One patient in the rescue group had surgical left ventricular assist device (LVAD) implantation, remaining 14 patients received extracorporeal membrane oxygenation (ECMO) for circulation support. ECMO decannulation was performed in 12 patients due to clinical and hemodynamic stability, of which 6 patients were decannulation immediately after surgery and the remaining patients were decannulation at 2.0 (2.5) d after surgery. Two patients in the rescue group died during the index admission due to refractory heart failure and cerebral hemorrhage. During a median follow-up of 30 d (1 d to 12 months), one patient with LVAD had one episode of ventricular fibrillation at 6 months after discharge, and no further episodes of ventricular fibrillation and/or VT occurred after treatment with antiarrhythmic drugs. No malignant ventricular arrhythmia occurred in the remaining 12 patients who were followed up.Conclusions:MHS contributes to the successful completion of mapping and catheter ablation in patients with hemodynamically unstable VT, providing desirable hemodynamic status for emergency and elective conditions.