With the emergence of deep learning techniques based on convolutional neural networks, artificial intelligence (AI) has driven transformative developments in the field of medical image analysis. Recently, large language models (LLMs) such as ChatGPT have also started to achieve distinction in this domain. Increasing research shows the undeniable role of AI in reshaping various aspects of medical image analysis, including processes such as image enhancement, segmentation, detection in image preprocessing, and postprocessing related to medical diagnosis and prognosis in clinical settings. However, despite the significant progress in AI research, studies investigating the recent advances in AI technology in the aforementioned aspects, the changes in research hotspot trajectories, and the performance of studies in addressing key clinical challenges in this field are limited. This article provides an overview of recent advances in AI for medical image analysis and discusses the methodological profiles, advantages, disadvantages, and future trends of AI technologies.
Artificial Intelligence ; Humans ; Image Processing, Computer-Assisted/methods* ; Neural Networks, Computer ; Deep Learning ; Diagnostic Imaging/methods*

Psoriasis is a common clinical chronic inflammatory skin disease with a complex and diverse etiology and unrevealed pathogenesis. In traditional Chinese medicine （TCM）， psoriasis is caused by internal and external factors. To be specific， external factors such as external wind， cold， dampness， heat， insects， and other pathogenic factors can result in Qi obstruction， blood stasis， and loss of nourishment in the skin， and internal and external factors such as wind， dampness， and toxic qi attacking the exterior， heat and dryness in the blood aspect， difficulty in flourishing due to blood dryness， and blood deficiency in the body， combined with external contraction of wind and dryness trigger the disease. Modern doctors have conducted research from the blood aspect， including blood heat， blood deficiency， blood stasis， and blood dryness. Modern medicine believes that it is related to genetics， immunity， infection， and other factors， and the research on its mechanism focuses on genetic susceptibility， immune system disorder， bacterial infection， and other aspects. At present， various clinical therapies are available， mainly including systematic treatment and local external application of drugs. While treating psoriasis， TCM mainly employs oral administration or external application of Chinese medicine and traditional therapies to regulate the immune system and gene targets and resist oxidation， with high safety and few adverse reactions. At present， although the research on the mechanism of TCM in the treatment of psoriasis has been gradually deepened， there are few detailed summaries on the mechanism of TCM in the prevention and treatment of psoriasis. Based on the research on TCM and western medicine in the treatment of psoriasis， this paper reviewed the mechanism of TCM in the prevention and treatment of psoriasis and proposed a comprehensive clinical and experimental research profile， aiming to provide references for further exploring the pathogenesis， treatment， and corresponding mechanism of psoriasis.

Objective: To investigate IMRT planning process using the combined application of failure modes and effects analysis (FMEA) and fault tree analysis (FTA) by reference to the report of Task Group 100 of the AAPM, and stablish and optimize the quality. Methods: A multidisciplinary team detailed the process mapping of IMRT planning using Eclipse TPS. The team evaluated the potential failure modes (FMs) of every process step. The evaluation was divided into two groups according to whether quality management (QM) was considered. For every FM, occurrence (O), severity (S) and detectability (D) by consensus were evaluated, and the product of O, S and D yielded the risk priority number (RPN), which permitted the ranking of the FMs. Finally, FTA was used to determine the root factors contributing to the riskiest failure modes. Results: The IMRT plan process consisted of 10 major sub-processes and 33 steps, which amounted to 47 failure modes. For the group without quality management, the RPN of FMs was between 13.2-271.8, 27 of which had RPN≥80, and 18 FMs had S≥8. For the group with quality management, the RPN of FMs was between 11.2-158.4, 11 of which had RPN≥80. The difference of RPN between the two groups was statistically significant (RPN of the group without QM=101.17±66.34, RPN of the group with QM=59.54±35.64, t=8.501, P<0.05). Finally, FTA was used to determine the root factors contributing to the FMs, i. e., prescription dose definition and importing images. Conclusions The FMEA and FTA methods are operable and practical, which can systematically and comprehensively analyze the potential failures and risks existing in the process of IMRT plan. And the FMEA and FTA can contribute to establish and optimize the quality management program in radiotherapy.

Recently,immunologists have payed the attention to the effects of ionizing radiation on tumor immunity,and attempted to induce and improve anti-tumor immune effects with it.More and more evidences showed that exact radiotherapy scheme and irradiation dose,particularly combined with immunotherapy,could induce or regulate systemic immune response and contributed to tumor control and inflammatory occurrence.This paper reviewed the effects and mechanisms of radiotherapy on tumor immune and the results in combination with immunotherapy here for guiding the effective combined application of radiotherapy and immunotherapy.

Objective To establish the MCF-7 cell models of Beclin 1 over-and low-expressions,and to detect the autophagic and apoptotic changes after 4 Gy irradiation,and to explore their molecular regulation mechanisms. Methods MCF-7,MCF-7 + 4Gy,MCF-7-Beclin 1 + 4Gy and MCF-7-Belcin 1 RNAi+ 4Gy groups were set up. Molecular biology method was used to construct Beclin 1 over-expression vector pcDNA3.1-Beclin 1,and to estabilish the Beclin 1 over- and low-expression cell models.After the cells were irradiated with 4 Gy, the autopahgic cell percentages were measured by fluorescence microscope with MDC staining, the apoptotic cell percentages were measured by FCM with AnnexinⅤ-FITC and PI staining,and the expressions of Beclin1,P53, Bcl-2 and Bax proteins were measured by Western blotting method.Results Compared with MCF-7 group,the autophagic and apoptotic cell percentages in MCF-7+4 Gy,MCF-7 Beclin 1 +4 Gy and MCF-7-Beclin 1 RNAi+4 Gy groups were significantly increased (P <0.05 or P <0.001 ),especially in MCF-7 Beclin 1+4 Gy group which was significantly higher than those in MCF-7 + 4 Gy (P < 0.05);while there was significant difference in the necrotic cell percentages between various groups. After 4 Gy irradiation, compared with MCF-7 group, the expression levels of Beclin 1,P53 and Bax proteins in MCF-7 + 4 Gy and MCF-7-Beclin 1 + 4 Gy groups were increased,but the expression levels of Bcl-2 protein were decreased,especially in MCF-7-Beclin 1 + 4 Gy group. Conclusion The MCF-7 cell models of Beclin 1 over-and low-expressions are successfully established,and ionizing radiation could induce the autophagy and apoptosis of MCF-7 cells,which is more obvious in Beclin 1 over-expression MCF-7 cells.Beclin 1 can activate P53,inhibit Bcl-2 and activate Bax,which forms the regulation of autophagy and apoptosis by P53 .

10.3969/j.issn.2095-4344.2013.24.004

OBJECTIVETo investigate more deeply the function and mechanism of DSPP during tooth development.

METHODSExplants of tooth germs from embryonic 17th day mice were divided into two groups. In the control experiment, explants were cultured in agarose semi-solid medium under serum-free and chemically defined conditions, while explants in the other group were cultured with 30 mumol/L, 15 bp antisense oligodeoxynucleotide targeted to DSPP mRNA. After 10 ds, the explants were examined by transmission electron microscope. The width of dentin matrix at the tip of the cusps were then measured and statistically analyzed with Student t-test.

RESULTSUltrastructure analyses showed that large cisternae of the rough endoplasmic reticulum (RER) existed in the odontoblasts at the tip of the cusps of antisense-treated explants and the average thickness of dentin matrix (2.5 microns) was thinner compared to the control ones (3 microns, P < 0.001). In addition, the collagen fibers in extracellular matrix were disorganized.

CONCLUSIONThese findings indicated that DSPP played an important role in keeping tooth normal development, as well as in dentin mineralization by maintaining odontoblasts' secreting ability and controlling fiber structure and orientation.

Animals ; Embryo, Mammalian ; Extracellular Matrix Proteins ; Mice ; Mice, Inbred BALB C ; Microscopy, Electron ; Molar ; Oligoribonucleotides, Antisense ; pharmacology ; Phosphoproteins ; Protein Precursors ; pharmacology ; Sialoglycoproteins ; Tooth Germ ; ultrastructure

Objective:In present study we observed the effect of whole body irradiation (WBI) with 75 mGy X-rays on the immune function of tumor-bearing mice.Methods:Lewis lung carcinoma cells were implanted into the right thigh muscle of C57BL/6J mice.Ten days after tumor implantation,the tumor-bearing mice were administrated with 75 mGy X-rays WBI,then the mice were sacrificed 18 h after irradiation to detect the immune parameters including the spontaneous proliferation of thymocytes,the proliferative response of splenocytes to ConA and LPS,the cytotoxic activities of specific cytotoxic lymphocytes (CTL) and natural killer cells (NK),as well as lymphokine activated killer cells (LAK) in spleen.The methods we used were 3H-TdR incorporation or release assay.Results:The immune parameters of exposed tumor-bearing mice were much higher than those of sham-irradiated tumor-bearing mice (P<0.01).Conclusion:These results suggested that low dose radiation (LDR) could enhance the immune function of tumor-bearing mice,which might be of practical significance in the prevention and therapy of cancer.

AIM: To explore the effect of melatonin (MLT) on the apoptosis of thymocytes and splenocytes in mice induced by ionizing radiation and its mechanism. METHODS: The percentages of apoptotic bodies and the DNA lytic rates of thymocytes and splenocytes in mice in vitro and in vivo were detected with flow cytometry and fluorospectrophotometry, respectively. RESULTS: The apoptosis of mouse thymocytes and splenocytes in vitro increased with significant dose-dependence in 0 5-6 0 Gy X-irradiation. When MLT of 2 mmol?L -1 was added into thymocytes or splenocytes in vitro before irradiation with 0 5-6 0 Gy X-rays, the percentages of apoptotic bodies and the DNA lytic rates all decreased significantly as compared with those in the irradiation group. The percentages of apoptotic bodies in these two kinds of cells were 86 25% and 89 22% of those in the irradiation group, respectively, and the DNA lytic rates were 87 23% and 89 16%, respectively. When MLT was injected into intraperitonium in mice 60 min before whole-body irradiation with 2 Gy X-rays, the percentages of apoptotic bodies and the DNA lytic rates were significantly lower than those in the irradiation group, and near or lower than those in the sham-irradiation group. MLT of 0 1-2 5 mg/kg decreased the lymphocyte apoptosis, but without significant dose-dependence. CONCLUSION: The protective effects of MLT on mouse lymphocytes damaged by irradiation in vivo are obvious than those in vitro. [