1.Glucocorticoid Discontinuation in Patients with Rheumatoid Arthritis under Background of Chinese Medicine: Challenges and Potentials Coexist.
Chuan-Hui YAO ; Chi ZHANG ; Meng-Ge SONG ; Cong-Min XIA ; Tian CHANG ; Xie-Li MA ; Wei-Xiang LIU ; Zi-Xia LIU ; Jia-Meng LIU ; Xiao-Po TANG ; Ying LIU ; Jian LIU ; Jiang-Yun PENG ; Dong-Yi HE ; Qing-Chun HUANG ; Ming-Li GAO ; Jian-Ping YU ; Wei LIU ; Jian-Yong ZHANG ; Yue-Lan ZHU ; Xiu-Juan HOU ; Hai-Dong WANG ; Yong-Fei FANG ; Yue WANG ; Yin SU ; Xin-Ping TIAN ; Ai-Ping LYU ; Xun GONG ; Quan JIANG
Chinese journal of integrative medicine 2025;31(7):581-589
OBJECTIVE:
To evaluate the dynamic changes of glucocorticoid (GC) dose and the feasibility of GC discontinuation in rheumatoid arthritis (RA) patients under the background of Chinese medicine (CM).
METHODS:
This multicenter retrospective cohort study included 1,196 RA patients enrolled in the China Rheumatoid Arthritis Registry of Patients with Chinese Medicine (CERTAIN) from September 1, 2019 to December 4, 2023, who initiated GC therapy. Participants were divided into the Western medicine (WM) and integrative medicine (IM, combination of CM and WM) groups based on medication regimen. Follow-up was performed at least every 3 months to assess dynamic changes in GC dose. Changes in GC dose were analyzed by generalized estimator equation, the probability of GC discontinuation was assessed using Kaplan-Meier curve, and predictors of GC discontinuation were analyzed by Cox regression. Patients with <12 months of follow-up were excluded for the sensitivity analysis.
RESULTS:
Among 1,196 patients (85.4% female; median age 56.4 years), 880 (73.6%) received IM. Over a median 12-month follow-up, 34.3% (410 cases) discontinued GC, with significantly higher rates in the IM group (40.8% vs. 16.1% in WM; P<0.05). GC dose declined progressively, with IM patients demonstrating faster reductions (median 3.75 mg vs. 5.00 mg in WM at 12 months; P<0.05). Multivariate Cox analysis identified age <60 years [P<0.001, hazard ratios (HR)=2.142, 95% confidence interval (CI): 1.523-3.012], IM therapy (P=0.001, HR=2.175, 95% CI: 1.369-3.456), baseline GC dose ⩽7.5 mg (P=0.003, HR=1.637, 95% CI: 1.177-2.275), and absence of non-steroidal anti-inflammatory drugs use (P=0.001, HR=2.546, 95% CI: 1.432-4.527) as significant predictors of GC discontinuation. Sensitivity analysis (545 cases) confirmed these findings.
CONCLUSIONS
RA patients receiving CM face difficulties in following guideline-recommended GC discontinuation protocols. IM can promote GC discontinuation and is a promising strategy to reduce GC dependency in RA management. (Trial registration: ClinicalTrials.gov, No. NCT05219214).
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
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Arthritis, Rheumatoid/drug therapy*
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Glucocorticoids/therapeutic use*
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Medicine, Chinese Traditional
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Retrospective Studies
2.Nuclear factor I-C regulates differentiation of human stem cells from apical papilla
Yue WU ; Yongna ZHU ; Xiang GE ; Fan LIU ; Zeyu HE ; Xi LIU
Chinese Journal of Tissue Engineering Research 2025;29(31):6667-6673
BACKGROUND:Overexpression of the nuclear factor I-C gene in vitro promotes the differentiation of human stem cells from apical papilla,as does the activation of the Wnt/β-catenin signaling pathway.Moreover,nuclear factor I-C regulates the Wnt/β-catenin pathway in mesenchymal stem cells.However,whether nuclear factor I-C can affect cell differentiation by activating the Wnt/β-catenin pathway inhuman stem cells from apical papilla has not been reported.OBJECTIVE:To investigate the role of nuclear factor I-C in the Wnt/β-catenin signaling pathway in regulating the differentiation of human stem cells from apical papilla.METHODS:H uman stem cells from apical papilla were cultured by the slide-covered tissue block method and lentiviral transfection overexpressing the nuclear factor I-C gene.(1)A control group,an empty viral vector group,and an overexpressed nuclear factor I-C gene group were set up.The expression ofβ-Catenin,LRP5,and TCF7L2 was detected by Western blotting.(2)The control group,empty viral vector group,overexpressed nuclear factor I-C gene group,and overexpressed nuclear factor I-C gene+DKK-1(Wnt pathway inhibitor)group were set up.Alkaline phosphatase staining and activity quantification were performed after 7 days of osteogenic induction.qPCR and Western blotting were performed to detect the expression of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA,and protein after 14 days of osteogenic induction.Alizarin Red staining was used to observe the formation of mineralized nodules.RESULTS AND CONCLUSION:(1)Compared with the control and empty viral vector groups,the expression of Wnt/β-Catenin pathway-related proteins β-Catenin,LRP5,and TCF7L2 inhuman apical dentin papilla stem cells was significantly increased in the overexpressed nuclear factor I-C gene group(P<0.01).(2)Compared with the control and empty viral vector groups,the expression of alkaline phosphatase and osteocalcin in human apical dentin papilla stem cells was significantly increased(P<0.01);the expression levels of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA and protein were significantly higher(P<0.01),and the number of mineralized nodules was significantly increased(P<0.01)in the overexpressed nuclear factor I-C gene group.(3)Compared with the overexpressed nuclear factor I-C gene group,the alkaline phosphatase activity and the expression of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA and protein expression levels were significantly down-regulated(P<0.05),and the number of mineralized nodules was significantly reduced(P<0.05)in human stem cells from apical papilla of the overexpressed nuclear factor I-C gene+DKK-1 group.The results show that nuclear factor I-C can activate the Wnt/β-catenin signaling pathway in human stem cells from apical papilla and mediate the osteogenic/odontogenic differentiation of human stem cells from apical papilla.
3.Nuclear factor I-C regulates differentiation of human stem cells from apical papilla
Yue WU ; Yongna ZHU ; Xiang GE ; Fan LIU ; Zeyu HE ; Xi LIU
Chinese Journal of Tissue Engineering Research 2025;29(31):6667-6673
BACKGROUND:Overexpression of the nuclear factor I-C gene in vitro promotes the differentiation of human stem cells from apical papilla,as does the activation of the Wnt/β-catenin signaling pathway.Moreover,nuclear factor I-C regulates the Wnt/β-catenin pathway in mesenchymal stem cells.However,whether nuclear factor I-C can affect cell differentiation by activating the Wnt/β-catenin pathway inhuman stem cells from apical papilla has not been reported.OBJECTIVE:To investigate the role of nuclear factor I-C in the Wnt/β-catenin signaling pathway in regulating the differentiation of human stem cells from apical papilla.METHODS:H uman stem cells from apical papilla were cultured by the slide-covered tissue block method and lentiviral transfection overexpressing the nuclear factor I-C gene.(1)A control group,an empty viral vector group,and an overexpressed nuclear factor I-C gene group were set up.The expression ofβ-Catenin,LRP5,and TCF7L2 was detected by Western blotting.(2)The control group,empty viral vector group,overexpressed nuclear factor I-C gene group,and overexpressed nuclear factor I-C gene+DKK-1(Wnt pathway inhibitor)group were set up.Alkaline phosphatase staining and activity quantification were performed after 7 days of osteogenic induction.qPCR and Western blotting were performed to detect the expression of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA,and protein after 14 days of osteogenic induction.Alizarin Red staining was used to observe the formation of mineralized nodules.RESULTS AND CONCLUSION:(1)Compared with the control and empty viral vector groups,the expression of Wnt/β-Catenin pathway-related proteins β-Catenin,LRP5,and TCF7L2 inhuman apical dentin papilla stem cells was significantly increased in the overexpressed nuclear factor I-C gene group(P<0.01).(2)Compared with the control and empty viral vector groups,the expression of alkaline phosphatase and osteocalcin in human apical dentin papilla stem cells was significantly increased(P<0.01);the expression levels of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA and protein were significantly higher(P<0.01),and the number of mineralized nodules was significantly increased(P<0.01)in the overexpressed nuclear factor I-C gene group.(3)Compared with the overexpressed nuclear factor I-C gene group,the alkaline phosphatase activity and the expression of Runt-related transcription factor 2,dentin salivary phosphoprotein,osteocalcin mRNA and protein expression levels were significantly down-regulated(P<0.05),and the number of mineralized nodules was significantly reduced(P<0.05)in human stem cells from apical papilla of the overexpressed nuclear factor I-C gene+DKK-1 group.The results show that nuclear factor I-C can activate the Wnt/β-catenin signaling pathway in human stem cells from apical papilla and mediate the osteogenic/odontogenic differentiation of human stem cells from apical papilla.
4.Effects of Cytokines on Early Death in Patients with Newly Diagnosed Acute Promyelocytic Leukemia.
Shi-Xiang ZHAO ; Yuan-Yuan GE ; Zeng-Zheng LI ; Hai-Ping HE ; Cheng-Min SHEN ; Ke-Qian SHI ; Tong-Hua YANG ; Yun-Yun DU
Journal of Experimental Hematology 2023;31(5):1315-1321
OBJECTIVE:
To explore the effect of cytokine levels on early death and coagulation function of patients with newly diagnosed acute promyelocytic leukemia (APL).
METHODS:
Routine examination was performed on 69 newly diagnosed APL patients at admission. Meanwhile, 4 ml fasting venous blood was extracted from the patients. And then the supernatant was taken after centrifugation. The concentrations of cytokines, lactate dehydrogenase (LDH) and ferritin were detected by using the corresponding kits.
RESULTS:
It was confirmed that cerebral hemorrhage was a major cause of early death in APL patients. Elevated LDH, decreased platelets (PLT) count and prolonged prothrombin time (PT) were high risk factors for early death (P <0.05). The increases of IL-5, IL-6, IL-10, IL-12p70 and IL-17A were closely related to the early death of newly diagnosed APL patients, and the increases of IL-5 and IL-17A also induced coagulation disorder in APL patients by prolonging PT (P <0.05). In newly diagnosed APL patients, ferritin and LDH showed a positive effect on the expression of IL-5, IL-10 and IL-17A, especially ferritin had a highly positive correlation with IL-5 (r =0.867) and IL-17A (r =0.841). Moreover, there was a certain correlation between these five high-risk cytokines, among which IL-5 and IL-17A (r =0.827), IL-6 and IL-10 (r =0.823) were highly positively correlated.
CONCLUSION
Elevated cytokine levels in newly diagnosed APL patients increase the risk of early bleeding and death. In addition to the interaction between cytokines themselves, ferritin and LDH positively affect the expression of cytokines, thus affecting the prognosis of APL patients.
Humans
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Leukemia, Promyelocytic, Acute/diagnosis*
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Cytokines/metabolism*
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Interleukin-10
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Interleukin-17/metabolism*
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Interleukin-6/metabolism*
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Interleukin-5/metabolism*
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Blood Coagulation Disorders
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Ferritins
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Tretinoin
5.Research progress on radio-resistance mechanism of nasopharyngeal carcinoma
Zhenyu YAN ; Xiang CAO ; Xinyu HU ; Yizhi GE ; Dan ZONG ; Xia HE
Chinese Journal of Radiation Oncology 2023;32(3):281-286
Nasopharyngeal carcinoma is one of the most common malignant head and neck tumors, and radiotherapy is the main treatment. However, radio-resistance is a key cause of local recurrence of nasopharyngeal carcinoma. Therefore, overcoming the radio-resistance of nasopharyngeal carcinoma and enhancing the radiosensitivity have become urgent problems in the treatment of nasopharyngeal carcinoma, which also play a key role in improving the overall survival rate of patients. In this article, recent studies on DNA, non-coding RNA (ncRNA), protein and cell behaviors related to radio-resistance of nasopharyngeal carcinoma were reviewed, aiming to provide valuable ideas for clinical treatment of nasopharyngeal carcinoma.
6.Genetic Subtypes and Pretreatment Drug Resistance in the Newly Reported Human Immunodeficiency Virus-Infected Men Aged≥50 Years Old in Guangxi.
Ning-Ye FANG ; Wen-Cui WEI ; Jian-Jun LI ; Ping CEN ; Xian-Xiang FENG ; Dong YANG ; Kai-Ling TANG ; Shu-Jia LIANG ; Yu-Lan SHAO ; Hua-Xiang LU ; He JIANG ; Qin MENG ; Shuai-Feng LIU ; Qiu-Ying ZHU ; Huan-Huan CHEN ; Guang-Hua LAN ; Shi-Xiong YANG ; Li-Fang ZHOU ; Jing-Lin MO ; Xian-Min GE
Acta Academiae Medicinae Sinicae 2023;45(3):399-404
Objective To analyze the genetic subtypes of human immunodeficiency virus (HIV) and the prevalence of pretreatment drug resistance in the newly reported HIV-infected men in Guangxi. Methods The stratified random sampling method was employed to select the newly reported HIV-infected men aged≥50 years old in 14 cities of Guangxi from January to June in 2020.The pol gene of HIV-1 was amplified by nested reverse transcription polymerase chain reaction and then sequenced.The mutation sites associated with drug resistance and the degree of drug resistance were then analyzed. Results A total of 615 HIV-infected men were included in the study.The genetic subtypes of CRF01_AE,CRF07_BC,and CRF08_BC accounted for 57.4% (353/615),17.1% (105/615),and 22.4% (138/615),respectively.The mutations associated with the resistance to nucleoside reverse transcriptase inhibitors (NRTI),non-nucleoside reverse transcriptase inhibitors (NNRTI),and protease inhibitors occurred in 8 (1.3%),18 (2.9%),and 0 patients,respectively.M184V (0.7%) and K103N (1.8%) were the mutations with the highest occurrence rates for the resistance to NRTIs and NNRTIs,respectively.Twenty-two (3.6%) patients were resistant to at least one type of inhibitors.Specifically,4 (0.7%),14 (2.3%),4 (0.7%),and 0 patients were resistant to NRTIs,NNRTIs,both NRTIs and NNRTIs,and protease inhibitors,respectively.The pretreatment resistance to NNRTIs had much higher frequency than that to NRTIs (2.9% vs.1.3%;χ2=3.929,P=0.047).The prevalence of pretreatment resistance to lamivudine,zidovudine,tenofovir,abacavir,rilpivirine,efavirenz,nevirapine,and lopinavir/ritonavir was 0.8%, 0.3%, 0.7%, 1.0%, 1.3%, 2.8%, 2.9%, and 0, respectively. Conclusions CRF01_AE,CRF07_BC,and CRF08_BC are the three major strains of HIV-infected men≥50 years old newly reported in Guangxi,2020,and the pretreatment drug resistance demonstrates low prevalence.
Male
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Humans
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Middle Aged
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Reverse Transcriptase Inhibitors/therapeutic use*
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HIV Infections/drug therapy*
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Drug Resistance, Viral/genetics*
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China/epidemiology*
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Mutation
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HIV-1/genetics*
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Protease Inhibitors/therapeutic use*
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Genotype
7.Efficacy and safety of Omalizumab for the treatment of pediatric allergic asthma: a retrospective multicenter real-world study in China
Li XIANG ; Baoping XU ; Huijie HUANG ; Mian WEI ; Dehui CHEN ; Yingying ZHAI ; Yingju ZHANG ; Dan LIANG ; Chunhui HE ; Wei HOU ; Yang ZHANG ; Zhimin CHEN ; Jingling LIU ; Changshan LIU ; Xueyan WANG ; Shan HUA ; Ning ZHANG ; Ming LI ; Quan ZHANG ; Leping YE ; Wei DING ; Wei ZHOU ; Ling LIU ; Ling WANG ; Yingyu QUAN ; Yanping CHEN ; Yanni MENG ; Qiusheng GE ; Qi ZHANG ; Jie CHEN ; Guilan WANG ; Dongming HUANG ; Yong YIN ; Mingyu TANG ; Kunling SHEN
Chinese Journal of Applied Clinical Pediatrics 2023;38(1):64-71
Objective:To assess the clinical effectiveness and safety of Omalizumab for treating pediatric allergic asthma in real world in China.Methods:The clinical data of children aged 6 to 11 years with allergic asthma who received Omalizumab treatment in 17 hospitals in China between July 6, 2018 and September 30, 2020 were retrospectively analyzed.Such information as the demographic characteristics, allergic history, family history, total immunoglobulin E (IgE) levels, specific IgE levels, skin prick test, exhaled nitric oxide (FeNO) levels, eosinophil (EOS) counts, and comorbidities at baseline were collected.Descriptive analysis of the Omalizumab treatment mode was made, and the difference in the first dose, injection frequency and course of treatment between the Omalizumab treatment mode and the mode recommended in the instruction was investigated.Global Evaluation of Treatment Effectiveness (GETE) analysis was made after Omalizumab treatment.The moderate-to-severe asthma exacerbation rate, inhaled corticosteroid (ICS) dose, lung functions were compared before and after Omalizumab treatment.Changes in the Childhood Asthma Control Test (C-ACT) and Pediatric Asthma Quality of Life Questionnaire (PAQLQ) results from baseline to 4, 8, 12, 16, 24, and 52 weeks after Omalizumab treatment were studied.The commodity improvement was assessed.The adverse event (AE) and serious adverse event (SAE) were analyzed for the evaluation of Omalizumab treatment safety.The difference in the annual rate of moderate-to-severe asthma exacerbation and ICS reduction was investigated by using t test.The significance level was set to 0.05.Other parameters were all subject to descriptive analysis.A total of 200 allergic asthma patients were enrolled, including 75.5% ( n=151) males and 24.5% ( n=49) females.The patients aged (8.20±1.81) years. Results:The median total IgE level of the 200 patients was 513.5 (24.4-11 600.0) IU/mL.Their median treatment time with Omalizumab was 112 (1-666) days.Their first dose of Omalizumab was 300 (150-600) mg.Of the 200 cases, 114 cases (57.0%) followed the first Omalizumab dosage recommended in the instruction.After 4-6 months of Omalizumab treatment, 88.5% of the patients enrolled ( n=117) responded to Omalizumab.After 4 weeks of treatment with Omalizumab, asthma was well-controlled, with an increased C-ACT score [from (22.70±3.70) points to (18.90±3.74) points at baseline]. Four-six months after Omalizumab administration, the annual rate of moderate-to-severe asthma exacerbation had a reduction of (2.00±5.68) per patient year( t=4.702 5, P<0.001), the median ICS daily dose was lowered [0 (0-240) μg vs. 160 (50-4 000) μg at baseline] ( P<0.001), the PAQLQ score was improved [(154.90±8.57) points vs. (122.80±27.15) points at baseline], and the forced expiratory volume in one second % predicted (FEV 1%pred) was increased [(92.80±10.50)% vs. (89.70±18.17)% at baseline]. In patients with available evaluations for comorbidities, including allergic rhinitis, atopic dermatitis or eczema, urticaria, allergic conjunctivitis and sinusitis, 92.8%-100.0% showed improved symptoms.A total of 124 AE were reported in 58 (29.0%) of the 200 patients, and the annual incidence was 0(0-15.1) per patient year.In 53 patients who suffered AE, 44 patients (83.0%) and 9 patients (17.0%) reported mild and moderate AE, respectively.No severe AE were observed in patients.The annual incidence of SAE was 0(0-1.9) per patient year.Most common drug-related AE were abdominal pain (2 patients, 1.0%) and fever (2 patients, 1.0%). No patient withdrew Omalizumab due to AE. Conclusions:Omalizumab shows good effectiveness and safety for the treatment of asthma in children.It can reduce the moderate-to-severe asthma exacerbation rate, reduce the ICS dose, improve asthma control levels, and improve lung functions and quality of life of patients.
8.Establishment and identification of radioresistant nasopharyngeal carcinoma cell line
Zhenyu YAN ; Xiang CAO ; Yizhi GE ; Dan ZONG ; Xia HE
Chinese Journal of Radiation Oncology 2023;32(12):1085-1092
Objective:To establish a radioresistant nasopharyngeal carcinoma cell line in vitro and provide experimental basis for further research of the molecular mechanism of radioresistance. Methods:A radioresistant cell line 5-8F-IR was established by dose gradient irradiation. Cell morphological changes were observed by optical microscope. The formation of colony was detected by colony formation assay. Cell viability was detected by CCK-8 assay. Cell proliferation was assessed by 5-ethynyl-2'-deoxyuridine (EdU) assay. DNA damage repair ability was measured by immunofluorescence staining and comet assay. Cell apoptosis and cycle were detected by flow cytometry. The expression levels of DNA damage related protein γH2AX and apoptosis related protein Caspase-3 were measured by Western blot.Results:The 5-8F-IR cells became longer than that of parental generation 5-8F cells after dose gradient irradiation. The colony formation ability ( P<0.01), cell viability ( P<0.001), cell proliferation ability ( P<0.05) and DNA damage repair ability ( P<0.05) of 5-8F-IR cells were significantly stronger than those of parental generation 5-8F cells. The apoptosis rate of 5-8F-IR cells after irradiation was significantly lower than that of parental generation 5-8F cells ( P<0.01). The 5-8F-IR cells showed higher percentage of cells in S phase without irradiation, and obvious G 2/M phase arrest after irradiation ( P<0.01). Western blot showed that the expression levels of γH2AX ( P<0.001) and Caspase-3 ( P<0.05) in 5-8F-IR cells after irradiation were significantly lower compared with those of parental generation 5-8F cells. Conclusion:5-8F-IR cells induced by dose gradient irradiation of human nasopharyngeal carcinoma cell line 5-8F cells exhibit radioresistance and exhibit different biological characteristics compared to their parental 5-8F cells, providing a research tool for exploring radioresistance mechanism of nasopharyngeal carcinoma.
9.Traditional Uses, Phytochemistry, Pharmacology and Toxicology of Rhizoma phragmitis: A Narrative Review.
Yuan REN ; Ge-Dan CUI ; Li-Sha HE ; Huan YAO ; Chang-Yan ZI ; Yong-Xiang GAO
Chinese journal of integrative medicine 2022;28(12):1127-1136
Rhizoma phragmitis is a common Chinese herbal medicine whose effects are defined as 'clearing heat and fire, promoting fluid production to quench thirst, eliminating irritability, stopping vomiting, and disinhibiting urine'. During the Novel Coronavirus epidemic in 2020, the Weijing Decoction and Wuye Lugen Decoction, with Rhizoma phragmitis as the main herbal component, were included in The Pneumonia Treatment Protocol for Novel Coronavirus Infection (Trial Version 5) due to remarkable antiviral effects. Modern pharmacological studies have shown that Rhizoma phragmitis has antiviral, antioxidative, anti-inflammatory, analgesic, and hypoglycemic functions, lowers blood lipids and protects the liver and kidney. This review aims to provide a systematic summary of the botany, traditional applications, phytochemistry, pharmacology and toxicology of Rhizoma phragmitis.
Humans
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Plant Extracts/pharmacology*
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Rhizome
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Drugs, Chinese Herbal/therapeutic use*
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Antioxidants/therapeutic use*
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Antiviral Agents/therapeutic use*
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Medicine, Chinese Traditional
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Phytochemicals/therapeutic use*
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Ethnopharmacology
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COVID-19 Drug Treatment
10.Survey on natural language processing in medical image analysis.
Zhengliang LIU ; Mengshen HE ; Zuowei JIANG ; Zihao WU ; Haixing DAI ; Lian ZHANG ; Siyi LUO ; Tianle HAN ; Xiang LI ; Xi JIANG ; Dajiang ZHU ; Xiaoyan CAI ; Bao GE ; Wei LIU ; Jun LIU ; Dinggang SHEN ; Tianming LIU
Journal of Central South University(Medical Sciences) 2022;47(8):981-993
Recent advancement in natural language processing (NLP) and medical imaging empowers the wide applicability of deep learning models. These developments have increased not only data understanding, but also knowledge of state-of-the-art architectures and their real-world potentials. Medical imaging researchers have recognized the limitations of only targeting images, as well as the importance of integrating multimodal inputs into medical image analysis. The lack of comprehensive surveys of the current literature, however, impedes the progress of this domain. Existing research perspectives, as well as the architectures, tasks, datasets, and performance measures examined in the present literature, are reviewed in this work, and we also provide a brief description of possible future directions in the field, aiming to provide researchers and healthcare professionals with a detailed summary of existing academic research and to provide rational insights to facilitate future research.
Humans
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Natural Language Processing
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Surveys and Questionnaires

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