1.Discussion on the Application Prospects and Challenges of Generative Artificial Intelligence Represented by ChatGPT in the Field of Hospital Management
Mingwang FANG ; Ling GUO ; Yingde HUANG ; Wei YUAN ; Yunyi GAO ; Yi ZHOU ; Yiyang ZHAO ; Bingxing SHUAI ; Xiangjun CHEN ; Weiyi ZHANG ; Dajiang LI
Journal of Medical Informatics 2024;45(10):18-21
Purpose/Significance To explore the changes,challenges,key application scenarios and future development directions of generative artificial intelligence(AI)represented by ChatGPT in the field of hospital management,and to provide references for the ap-plication of AI natural language processing(NLP)technology in the field of hospital management in China.Method/Process Through literature review and analysis,the changes and challenges brought about by the rapid development of generative AI in the field of hospital management are sorted out,its key application scenarios and future development directions in the field of hospital management are empha-sized and explored.Result/Conclusion AI has broad application prospects in the field of hospital management,and it should focus on exploring its practical application scenarios and strategic directions to provide reference and guidance for promoting the high-quality de-velopment of public hospitals.
2.Dosimetry test of domestically-made accelerator intensity-modulated radiation therapy and volumetric-modulated arc therapy
Dazhen JIANG ; Hui LIU ; Xiaoyong WANG ; Dajiang WANG ; Jiuling SHEN ; Ji CHEN ; Cheng CHEN ; Hongli ZHAO ; Zhirong BAO ; Jun ZHANG
Chinese Journal of Radiation Oncology 2020;29(7):551-553
Objective:To create AAPM TG 119 test plans for intensity-modulated radiation therapy (IMRT) and volumetric-modulated arc therapy (VMAT) in order to evaluate the accuracy of the United Imaging Healthcare′s URT treatment planning system (URT-TPS). The plans were delivered to the phantom using the United Imaging Healthcare′s URT-Linac 506C.Methods:The overall accuracy of IMRT and VMAT planning, measurement, and analysis were evaluated for four test geometries provided by American Association of Physicists in Medicine (AAPM) Task Group Report 119(TG-119) on multi-target, prostate, head and neck and C-shape (easy). The dose distributions were measured in the coronal plane. The point measurements were measured by a Farmer type ion chamber and fluence measurements were completed with film and Delta4 phantom, respectively. Measured planar dose distributions were analyzed using gamma index with criteria 3%/3 mm.Results:For IMRT and VMAT plans, the planning results matched the TG-119 planning results. Measured point doses of IMRT and VMAT were within 2.62% and 3.90% of the planned doses, respectively. Measured film dosimetry gamma values of IMRT and VMAT were> 97.50% and> 93.27%, respectively.Conclusion:Based on these analyses which were performed in line with the TG119 recommendations, it is evident that the URT treatment planning system and URT-Linac 506C have commissioned IMRT and VMAT techniques with adequate accuracy.
3.Study of clinical application of a novel immobilization system in total marrow irradiation
Xiaoyong WANG ; Die DENG ; Jian GONG ; Hongli ZHAO ; Dajiang WANG ; Yunfeng ZHOU ; Conghua XIE ; Hui LIU
Chinese Journal of Radiation Oncology 2019;28(8):616-620
Objective To evaluate the clinical application value of a novel immobilization system in total marrow irradiation ( TMI) with MVCT image. Methods From 2016 to 2017, a retrospective analysis of the setup errors of 22 patients receiving TMI in two groups ( twelve patients were immobilized with the novel immobilization system in group 1, ten patients were immobilized with the combinatorial immobilization devices in group 2) was performed in this study on Zhongnan Hospital of Wuhan University. Two-sample t-test was used to analyze the differences of setup errors and the consistency of setup between two groups. Results In group 1, the setup errors on left-right, superior-inferior, anterior-posterior and rotation directions were ( 1.06±0.79) , ( 1.34±0.66) , ( 2.45±1.48) mm and ( 0.63°±0.65°) for the head and neck position, ( 1.58±1.13) , ( 2.38±1.99) , ( 2.05± 1.68) mm and ( 0.31°± 0.32°) for the chest position, ( 1.67± 1.24) , ( 3.88±2.20) , ( 1.96± 1.32) mm and ( 0.48°± 0.53°) for the pelvis position, and ( 0.95± 0.73) , ( 1.99± 1.35) , ( 3.66±2.13) mm and ( 0.24°±0.31°) for the lower limb, respectively. In group 2, the setup errors were ( 2.59±2.58) , ( 3.28±1.85) , ( 3.71±2.43) mm and ( 1.15°±1.18°) for the head and neck position, ( 4.38±3.69) , ( 5.64±3.78) , ( 2.72± 1.91) mm and ( 1.55°± 0.86°) for the chest position, ( 4.14± 2.97) , ( 6.97±3.68) , ( 2.21±2.26) mm and ( 1.23°±0.74°) for the pelvis position, ( 2.28± 1.15) , ( 5.97± 3.00) , ( 3.44±1.93) mm and ( 1.09°±0.94°) for the lower limb, respectively. The setup errors significantly differed between two groups on the left-right, superior-inferior and rotation directions for all positions ( all P<0.05) . The setup consistency significantly differed between two groups on the left-right, superior-inferior and rotation directions for the chest and pelvis positions ( all P<0.05) . Conclusion The novel immobilization system can significantly improve the setup accuracy and setup consistency, and enhance the precision of treatment for patients.
4.Evaluation of the feasibility of log file-based three-dimensional independent dose verification system in quality assurance of intensity-modulated radiation therapy
Hanyi ZHAO ; Sheng CHANG ; Dajiang WANG ; Yuemei ZHANG ; Long BAI ; Guangjun LI
Chinese Journal of Radiation Oncology 2018;27(10):920-924
Objective To assess the feasibility of the log file-based three-dimensional independent dose verification system for the quality assurance of clinical radiotherapy.Methods The statistical values of the percentage depth dose,off-axis curves and output factor calculated by the Mobius system were statistically compared with the measured data by three-dimensional water tank.The three-dimensional independent dose verification in clinical radiotherapy plan and the acceleratr log file-based three-dimensional dose verification during the treatment were performed in 17 patients with nasopharyngeal cancer.The accuracy of dose calculation and reconstruction of Mobius system was assessed.A statistical analysis was performed on the intra-fractionalγpass rate (3%/3 mm) for each patient to evaluate the stability of intra-fractional radiotherapy.Results The percentage depth dose,off-axis curve and output factor statistically calculated by the Mobius system matched well with the data measured by three-dimensional water tank.The dose-volume histogram (DVH) parameters between the target area and organ at risk during clinical radiotherapy plan were statistically compared in 17 patients with nasopharyngeal cancer.The maximum deviation was-2.16% for the three-dimensional independent dose verification in the clinical radiotherapy plan,and 0.18 Gy for the accelerator log file-based three-dimensional dose verification.The averageγpass rate for 17 nasopharyngeal cancer patients was 99.26%,and the maximum deviation of intra-fractional radiotherapy was below 0.5%.Conclusions The function of dose reconstruction and independent calculation of the Mobius system yeilds the same accuracy with the treatment planning system,which can quickly perform three-dimensional independent dose verification in the clinical radiotherapy plan and accelerator log file-based three-dimensional dose verification throughout the treatment,thereby guarantting and providing the safe and reliable technical support for clinical treatment.
5. Clinical application of combined hepatic artery resection and reconstruction in surgical treatment for hilar cholangiocarcinoma
Haisu DAI ; Ping BIE ; Shuguang WANG ; Yu HE ; Dajiang LI ; Feng TIAN ; Xin ZHAO ; Zhiyu CHEN
Chinese Journal of Surgery 2018;56(1):41-46
Objective:
To clarify whether the surgical treatment for hilar cholangiocarcinoma combined with artery reconstruction is optimistic to the patients with hilar cholangiocarcinoma with hepatic artery invasion.
Methods:
There were 384 patients who received treatment in the First Affiliated Hospital to Army Medical University from January 2008 to January 2016 analyzed retrospectively. There were 27 patients underwent palliative operation, 245 patients underwent radical operation, radical resection account for 63.8%. Patients were divided into four groups according to different operation method: routine radical resection group(
6.The comparison of clinical features of 2 cases of intracranial otogenic complications.
Yuan YUAN ; Xin ZHAO ; Dajiang XIAO
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2015;29(24):2175-2176
Two cases of special intracranial otogenic complications were analyzed in the aspects of clinical characteristics, diagnosis and therapy. We concluded that for patients with huge cholesteatoma which damaged the bone of skull base, or chronic otitis media patients with sharp deterioration in symptoms, accompanied by headache and fever, we should promptly do the enhanced magnetic resonance to avoid the missed diagnosis of intracranial complications.
Cholesteatoma
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diagnosis
;
physiopathology
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Chronic Disease
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Headache
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Humans
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Otitis Media
;
diagnosis
;
physiopathology
;
Skull Base
;
pathology
7.Differentiation of adipose-derived stem cells toward nucleus pulposus-like cells induced by hypoxia and a three-dimensional chitosan-alginate gel scaffold in vitro.
Zhicheng ZHANG ; Fang LI ; Haiquan TIAN ; Kai GUAN ; Guangmin ZHAO ; Jianlin SHAN ; Dajiang REN
Chinese Medical Journal 2014;127(2):314-321
BACKGROUNDInjectable three-dimensional (3D) scaffolds have the advantages of fluidity and moldability to fill irregular-shaped defects, simple incorporation of bioactive factors, and limited surgical invasiveness. Adipose-derived stem cells (ADSCs) are multipotent and can be differentiated toward nucleus pulposus (NP)-like cells. A hypoxic environment may be important for differentiation to NP-like cells because the intervertebral disc is an avascular tissue. Hence, we investigated the induction effects of hypoxia and an injectable 3D chitosan-alginate (C/A) gel scaffold on ADSCs.
METHODSThe C/A gel scaffold consisted of medical-grade chitosan and alginate. Gel porosity was calculated by liquid displacement method. Pore microstructure was analyzed by light and scanning electron microscopy. ADSCs were isolated and cultured by conventional methods. Passage 2 BrdU-labeled ADSCs were co-cultured with the C/A gel. ADSCs were divided into three groups (control, normoxia-induced, and hypoxia-induced groups). In the control group, cells were cultured in 10% FBS/DMEM. Hypoxia-induced and normoxia-induced groups were induced by adding transforming growth factor-β1, dexamethasone, vitamin C, sodium pyruvate, proline, bone morphogenetic protein-7, and 1% ITS-plus to the culture medium and maintaining in 2% and 20% O2, respectively. Histological and morphological changes were observed by light and electron microscopy. ADSCs were characterized by flow cytometry. Cell viability was investigated by BrdU incorporation. Proteoglycan and type II collagen were measured by safranin O staining and the Sircol method, respectively. mRNA expression of hypoxia-inducing factor-1α (HIF-1α), aggrecan, and Type II collagen was determined by reverse transcription-polymerase chain reaction.
RESULTSC/A gels had porous exterior surfaces with 80.57% porosity and 50-200 üm pore size. Flow cytometric analysis of passage 2 rabbit ADSCs showed high CD90 expression, while CD45 expression was very low. The morphology of induced ADSCs resembled that of NP cells. BrdU immunofluorescence showed that most ADSCs survived and proliferated in the C/A gel scaffold. Scanning electron microscopy showed that ADSCs grew well in the C/A gel scaffold. ADSCs in the C/A gel scaffold were positive for safranin O staining. Hypoxia-induced and normoxia-induced groups produced more proteoglycan and Type II collagen than the control group (P < 0.05). Proteoglycan and Type II collagen levels in the hypoxia-induced group were higher than those in the normoxia-induced group (P < 0.05). Compared with the control group, higher mRNA expression of HIF-1α, aggrecan, and Type II collagen was detected in hypoxia-induced and normoxiainduced groups (P < 0.05). Expression of these genes in the hypoxia-induced group was significantly higher than that in the normoxia-induced group (P < 0.05).
CONCLUSIONADSCs grow well in C/A gel scaffolds and differentiate toward NP-like cells that produce the same extracellular matrix as that of NP cells under certain induction conditions, which is promoted in a hypoxic state.
Adipose Tissue ; cytology ; Alginates ; chemistry ; Animals ; Cell Differentiation ; physiology ; Cells, Cultured ; Chitosan ; chemistry ; Glucuronic Acid ; chemistry ; Hexuronic Acids ; chemistry ; Rabbits ; Stem Cells ; cytology ; physiology ; Tissue Engineering ; methods ; Tissue Scaffolds ; chemistry
8.The clinical value of sentinel lymph node detection in laryngeal and hypopharyngeal carcinoma patients with clinically negative neck by methylene blue method and radiolabeled tracer method.
Xin ZHAO ; Dajiang XIAO ; Jianming NI ; Guochen ZHU ; Yuan YUAN ; Ting XU ; Yongsheng ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2014;28(21):1652-1654
OBJECTIVE:
To investigate the clinical value of sentinel lymph node (SLN) detection in laryngeal and hypopharyngeal carcinoma patients with clinically negative neck (cN0) by methylene blue method, radiolabeled tracer method and combination of these two methods.
METHOD:
Thirty-three patients with cN0 laryngeal carcinoma and six patients with cN0 hypopharyngeal carcinoma underwent SLN detection using both of methylene blue and radiolabeled tracer method. All these patients were accepted received the injection of radioactive isotope 99 Tc(m)-sulfur colloid (SC) and methylene blue into the carcinoma before surgery, then all these patients underwent intraopertive lymphatic mapping with a handheld gamma-detecting probe and blue-dyed SLN. After the mapping of SLN, selected neck dissections and tumor resections were peformed. The results of SLN detection by radiolabeled tracer, dye and combination of both methods were compared.
RESULT:
The detection rate of SLN by radiolabeled tracer, methylene blue and combined method were 89.7%, 79.5%, 92.3% respectively. The number of detected SLN was significantly different between radiolabeled tracer method and combined method, and also between methylene blue method and combined method. The detection rate of methylene blue and radiolabeled tracer method were significantly different from combined method (P < 0.05). Nine patients were found to have lymph node metastasis by final pathological examination. The accuracy and negative rate of SLN detection of the combined method were 97.2% and 11.1%.
CONCLUSION
The combined method using radiolabeled tracer and methylene blue can improve the detection rate and accuracy of sentinel lymph node detection. Furthermore, sentinel lymph node detection can accurately represent the cervical lymph node status in cN0 laryngeal and hypopharyngeal carcinoma.
Carcinoma
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pathology
;
secondary
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Carcinoma, Squamous Cell
;
pathology
;
secondary
;
Female
;
Head and Neck Neoplasms
;
pathology
;
secondary
;
Humans
;
Hypopharyngeal Neoplasms
;
pathology
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Laryngeal Neoplasms
;
Larynx
;
Lymph Nodes
;
pathology
;
Lymphatic Metastasis
;
Male
;
Methylene Blue
;
Neck Dissection
;
Squamous Cell Carcinoma of Head and Neck
;
Staining and Labeling
9.Cotransplanation of parathyroid cell cultured under simulated microgravity condition and allogeneic testicular sertoli cell
Shuangfeng XUE ; Dajiang ZHAO ; Xiuqing DUAN
Chinese Journal of Organ Transplantation 2011;32(6):367-371
Objective To observe the function and survival of parathyroid cells cultured under simulated microgravity condition after cotransplanation of syngeneic allogeneic testicular sertoli cells.Methods Parathyroid cells in SD rats were assigned to flask-culture or bioreactor-culture.Allogeneic testicular sertoli cells in SD rats were cultured by using routine method.The recipients of hypoparathyroidism Wistar rat models were divided into 3 groups randomly:group A,receiving parathyroid cells(cultured with routine method)transplantation only;group B,receiving parathyroid cells and allogeneic testicular sertoli cells(cultured with routine method)transplantation;group C,receiving parathyroid cells(cultured under simulated microgravity condition)and allogeneic testicular sertoli cells transplantation.Allograft survival,change in cell components,apoptosis of infiltrative lymphocytes and parathyroid cells function were analyzed after transplantation respectively.Results The average survival time in group A,B and C was(17.3±1.6),(43.2±2.4)and (52.5±1.5)days,respectively.There was significant difference among group (P<0.05).In group C,parathyroid cells with strong secreting function grew into scaffold materials and adhered to them.FasL-expressing testicular cells and apoptotic lymphocytes were quite evident between allograft and kidney parenchyma.Conclusion Parathyroid cell cultured under simulated microgravity condition enhances its survival and function after cotransplanation of allogeneic testicular sertoli cell with immune privilege.
10.En bloc resection of semi-facet and lamina for thoracic ossification of ligamentum flavum with epidural adhesion
Zhicheng ZHANG ; Tiansheng SUN ; Fang LI ; Dajiang REN ; Kai GUAN ; Guangmin ZHAO ; Jianlin SHAN ; Tianlin WEN
Chinese Journal of Orthopaedics 2010;30(11):1039-1043
Objective To explore the strategy and outcomes of surgical treatment of thoracic ossification of ligamentum flavum(OLF),especially combined with ossification of posterior longitudinal ligament,thoracic kyphosis and epidural adhesion.Methods Fifty-three cases of thoracic OLF from January 2003 to December 2009 were reviewed retrospectively.All patients were treated by the methods of en bloc resection of semi-facet and lamina.All patients were followed up for more than half an year,including 32 males and 21 females,aged from 43 to 73 years(average 54.7 years).The lesions located in upper thoracic for 18 patients,and in thoracolumbar for 35 patients.For multi-level or jumping OLF patients,the responsible levels were determined by combination of images and clinical symptoms.For multi-level OLF with ossification of posterior longitudinal ligament(OPLL)or thoracic kyphosis(>50°),multi-level pedicle screw fixation and correction of kyphosis were performed.For dural adhesion patients,part of cerebrospinal fluid was released with a caudal incision of dural sac resulting in collapse and epidural arachnoid separation.Ossific and adhesion dura mater were removed with integrity of arachnoid.The surgical outcomes were evaluated with preoperative and postoperative thoracic Japanese Orthopaedic Association(JOA)score,Nurick grade and neurologic functional recovery ratio.Results Fifty-three cases were followed up for 6 months to 6 years,with an average of 18 months.The average preoperative JOA score was 4.3±2.3,which significantly increased to 8.3±1.8 after operation.Postoperative neurologic functional recovery rates were 11% to 80%(average 65.8%),including excellent in 18 cases,good in 20,fair in 10,and poor in 5.The excellent or good rate was 71.7%.The mean preoperative Nurick grade was 3.7(2-5 grade)and decreased to 2.3 grade after operation.Conclusion En bloc resection of semi-facet and lamina is a safe and effective method for treatment of thoracic OLF.For the patients with OPLL or kyphosis,pedicle screws fixation and kyphosis correction was beneficial for recovery of neurologic function of thoracic OLF patients.

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