With the rapid development of artificial intelligence (AI) technology, its application in hospital management is gradually becoming an important means to improve operational efficiency and the quality of patient health care. This article systematically explores the multidimensional applications of AI in hospital management, including medical services, administration, patient engagement and experience. Through in-depth analysis, the paper evaluates the potential of AI in these areas, especially the significant effect in improving operational efficiency and optimising patient healthcare services. However, the application of AI also faces many challenges, such as data privacy issues, algorithmic bias, operational management, and economic factors. This article not only identifies these challenges, but also provides specific inspiration and recommendations for hospital management in China, emphasises the importance of adaptability and continuous learning, and calls on hospital administrators to actively embrace change in order to achieve both improved patient health outcomes and operational efficiency.
Objective To establish standards, methods and processes for evidence-based evaluation and selection of essential medicine that meet the needs of the 8 pilot township health centers in China. Methods A descriptive analysis was conducted to compare the similarities/differences and the advantages/disadvantages of the standards, methods and processes between the World Health Organization (WHO) essential medicines evaluation and selection, and the GRADE evidence quality and recommend intensity. In combination with the former outcomes of this series of study, the standards, methods and processes of evidence-based evaluation and selection of essential medicines in the domestic pilot township health centers were optimized, restructured and improved. Softwares such as GRADEprofiler were used to assess the quality of evidence. Results a) Localized standards, methods and processes for evidence-based evaluation and selection of essential medicine were established, and the evaluation tool was ascertained; and b) Disease and drug names, guidelines and searching processes for evaluation and selection of essential medicine were developed with standardized, systematic and transparent approaches. Conclusion a) Standards, methods and processes for searching, evaluating and recommending the best evidence are preliminarily established, through comparative analysis on the effectiveness, safety, cost-effectiveness and applicability of the candidate medicines for diagnosing, treating and preventing diseases in township health centers in China; b) Following the principle of “utilizing the best existing evidences and developing the urgently-needed but lacking evidence”, a good exploration was done for the localization, standardization and transparency of the standards, methods and processes of evidence-based evaluation and selection of essential medicine for pilot township health centers.
Objective To evaluate and select essential medicine for middle-aged and elderly women with primary osteoporosis using evidence-based methods based on the burden of disease. Methods By means of the approaches, criteria, and workflow set up in the second article of this series, we referred to the recommendations of evidence-based or authority guidelines from inside and outside China, collected relevant evidence from domestic clinical studies, and recommended essential medicine based on evidence-based evaluation. Data were analyzed by Review Manager (RevMan) 5.1 and GRADE profiler 3.6 to evaluate quality of evidence. Results (1) 18 guidelines were included, 14 of which were evidence-based or based on expert consensus. Recommended medicines included bisphosphonates, calcitonin, estrogen, parathyroid hormone, selective estrogen receptor modulator, strontium and Chinese patent drug. (2) A result of one quasi-RCT (very low quality) indicated that caltrate D had a better effect on elderly women with primary osteoporosis than calcium gluconate in improving bone mineral density (BMD) (MD=0.04, 95%CI 0.02 to 0.06) and ameliorating bone ache ( RR=2.64, 95%CI 1.40 to 4.96). A few cases treated by caltrate D presented with adverse reaction such as gastrointestinal discomfort, poor appetite, constipation and nausea which disappeared later. Caltrate D (calcium carbonate D3) with good applicability cost 1.00 yuan daily. (3) A result of one RCT (low quality) indicated that alendronate had a better effect than caltrate D in improving L2-L4 BMD (MD=0.06, 95%CI 0.017 to 0.10) and ameliorating bone ache (RR=1.8, 95%CI 1.40 to 2.52). A result of two RCTs (moderate quality) indicated that alendronate plus calcium carbonate plus vitamin D6 had a better effect than calcium carbonate plus vitamin D in improving L2-L4 BMD (MD=0.05, 95%CI 0.02 to 0.08) and reducing blood alkaline phosphatase (MD=–31.9, 95%CI –54.99 to –8.81). There were slight adverse effects mainly including gastrointestinal reaction. Alendronate with fairly poor applicability cost 2.67 yuan daily. (4) A result of one RCT (moderate quality) indicated that after a 3-month treatment, Xian Ling Gu Bao Jiao Nang (name of a Chinese patent drug, abbreviated as XLGB) plus calcium preparation had a better effect than calcium preparation alone (MD=10, 95%CI 0.05 to 0.15). A result of one RCT (moderate quality) indicated that given for 3 to 6 months, XLGB plus calcium preparation was superior to calcium preparation alone in increasing the density of Ward’s triangle and the great femoral trochanter. A result of one RCT (low quality) indicated that XLGB plus calcitriol had a better effect than calcitriol alone in pain relief (RR=1.26, 95%CI 1.04 to 1.52). There were slight adverse effects mainly including reaction in the digestive system, the circulatory system and the skin. XLGB with good applicability cost 4.58 yuan daily. Conclusion We offer a weak recommendation for alendronate applied to middle-aged and elderly women with primary osteoporosis and pain and fracture caused by primary osteoporosis. We also offer a b recommendation for caltrate D and XLGB applied to middle-aged and elderly women with primary osteoporosis and pain and fracture caused by primary osteoporosis. In addition, we propose that the census on elder people with osteoporosis in rural areas should be carried out. More clinical and pharmacoeconomic studies of large-sample, high-quality on alendronate and its calcium preparation for adult osteoporosis are needed in China.
The outbreak of pneumonia caused by novel coronavirus (COVID-19) at the end of 2019 was a major public health emergency in human history. In a short period of time, Chinese medical workers have experienced the gradual understanding, evidence accumulation and clinical practice of the unknown virus. So far, National Health Commission of the People’s Republic of China has issued seven trial versions of the “Guidelines for the Diagnosis and Treatment of COVID-19”. However, it is difficult for clinicians and laymen to quickly and accurately distinguish the similarities and differences among the different versions and locate the key points of the new version. This paper reports a computer-aided intelligent analysis method based on machine learning, which can automatically analyze the similarities and differences of different treatment plans, present the focus of the new version to doctors, reduce the difficulty in interpreting the “diagnosis and treatment plan” for the professional, and help the general public better understand the professional knowledge of medicine. Experimental results show that this method can achieve the topic prediction and matching of the new version of the program text through unsupervised learning of the previous versions of the program topic with an accuracy of 100%. It enables the computer interpretation of “diagnosis and treatment plan” automatically and intelligently.
Objective To evaluate the performance of emergency medical rescue (EMR) within 1 month after Lushan earthquake, and to prove and enrich the experience from Wenchuan earthquake, so as to provide useful references for global earthquake EMR with regard to decreasing death and disability rates. Methods All the following date published within 1 month after 4.20 Lushan earthquake were collected and analyzed, including official information, public documents, news release, relevant information from websites and victims’ medical records in the West China Hospital, then the relevant domestic and foreign literature about EMR (including EMR of Wenchuan earthquake). And then comparative analysis was conducted to evaluate the performance of EMR in Lushan earthquake. Results a) Being 87 km apart from each other, the main seismic zones of Lushan and Wenchuan located in the south west and middle north of Longmenshan fault zone, respectively. Although only 1 earthquake magnitude differed between them, the disaster area, and the number of affected population, deaths, disappearances, injured, severe injured and migration population in Wenchuan earthquake were 40, 23, 353, 853, 27, 14 and 51 times higher than those in Lushan earthquake, respectively. b) Learned from Wenchuan experience, the manpower scheduling in Lushan earthquake was quicker: the assembled medical personnel peak of Lushan vs. Wenchuan was 87.62% vs. 56.06 % in golden 72 hours post-quake. c) Supplies scheduling was more rational: the utilization rate was higher under the guidance of accurate information of demand. d) Medical treatment was more rational and efficient: the critical injured were treated following “Four concentration treatment principles”; saving life and restoring function at the same time; treatment and physical-mental rehabilitation at the same time; treatment and evidence production and implementation at the same time. e) Medical institutions and service returned to normal in time: 96.7% (440/455) of government owned township medical institutions in 21 affected towns returned to normal and provided medical services at their original sites. Conclusion By learning form Wenchuan experience, the following performance is implemented in Lushan earthquake: medical rescue guided by the accurate information; supplies scheduling guided by the accurate demand; both critical injured treatment,and physical-mental rehabilitation guided by the accurate assessment of injuries. So the medical rescue within 1 month after Lushan earthquake is quicker, more rational and efficient. After 20 days post quake zero death of critical injured was achieved. The early physical-mental rehabilitation fastens the functional reconstruction of the injured and helps them return to the society. So it suggests that the Lushan EMR enriches and develops the reference value of EMR experience of Wenchuan earthquake.
Objective To evaluate and select essential medicine for children with fever and adult gastrointestinal flu caused by common cold using evidence-based approaches based on the burden of disease for township health centers located in eastern, central and western regions of China. Methods By means of the approaches, criteria, and workflow set up in the second article of this series, we referred to the recommendations of evidence-based or authority guidelines from inside and outside China, collected relevant evidence from domestic clinical studies, and recommended essential medicine based on evidence-based evaluation. Data were analyzed by Review Manager (RevMan) 5.1 and GRADE profiler 3.6 to evaluate quality of evidence. Results (1) 12 guidelines were included, 11 of which were evidence-based or based on expert consensus. We offered a recommendation for medicines used in the treatment including analgesics and antipyretics, decongestants, antihistamines, cough-relieving drug, phlegm-removing drug and drug for gastrointestinal symptoms. (2) A result of four RCTs (very low quality) indicated that in the treatment of children with cold, ibuprofen suspension had an antipyretic effect similar to paracetamol solution (for oral use) with a pooled result of 6-hour efficiency in relieving fever (RR 1.48, 95%CI 0.66 to 3.30, P=0.34). The major adverse effects of ibuprofen suspension included gastrointestinal reaction and profuse sweats (RR=1.23, 95%CI 0.72 to 2.11, P=0.45). With good applicability, ibuprofen suspension (for oral use with no need to be supervised) cost 1.93 yuan daily. (3) A result of three RCTs (low quality) indicated that after given for 30 minutes and one hour, paracetamol solution (suppository) was fairly superior to ibuprofen suspension in lowering the high temperature caused by fever (given for 30 min: MD= –0.16°C, 95%CI –0.21 to –0.11, Plt;0.01; given for one hour: MD= –0.19°C, 95%CI –0.28 to 0.10, Plt;0.01). As to adverse reaction, paracetamol solution (suppository) mainly included anal irritation, skin rashes and profuse sweats, which had a comparative result of incidence with ibuprofen suspension (RR=1.84, 95%CI 0.62 to 5.44, P=0.27). For children with fever, paracetamol solution (suppository) cost 0.90 yuan daily. With good applicability, paracetamol solution (suppository) was administered via the anus. Conclusion (1) We offer a b recommendation for ibuprofen suspension (2 g/100 mL) or acetaminophen (0.1 g/suppository) as symptomatic treatment used in children with fever, pain and discomfort caused by common cold, and for Huo Xiang Zheng Qi Jiao Nang (0.3 g/ capsule) used in adults with gastrointestinal flu. We also offer a weak recommendation for acetylcysteine (injection, 300 mg/mL, 10 mL/ampoule) used in patients with paracetamol poisoning. (2) In order to produce high-quality local evidence, we proposed that large-scale, well-designed, high-quality clinical and pharmacoeconomic studies on ibuprofen suspension and acetaminophen suppository in the treatment of children with fever, pain and discomfort caused by common cold should be further carried out. Besides, we proposed that large-scale, well-designed, high-quality clinical and pharmacoeconomic studies on Chinese patent drugs of Huo Xiang Zheng Qi used in chidren and Huo Xiang Zheng Qi Jiao Nang used in adults should further carried out. Moreover, we suggest that epidemiological investigation as well as clinical and pharmacoeconomic studies of acetylcysteine injection for paracetamol poisoning should be carried out and the instructions of acetylcysteine injection should be added in the guidelines of essential medicine in China. Finally, further studies on evidence of oxymetazoline, dextromethorphan and other Chinese patent drugs with the effect of relieving cough and treating cold should be carried out.
Objective To evaluate and select essential medicine for acute cholecystitis using evidence-based methods based on the burden of disease. Methods By means of the approaches, criteria, and workflow set up in the second article of this series, we referred to the recommendations of evidence-based or authority guidelines from inside and outside China, collected relevant evidence from domestic clinical studies, and recommended essential medicine based on evidence-based evaluation. Data were analyzed by Review Manager (RevMan) 5.1 and GRADE profiler 3.6 to evaluate quality of evidence. Results (1) Three guidelines were included (two foreign guidelines, one domestic guideline; two based on evidence, one based on expert consensus). (2) Results of two RCTs (n=200, low quality) and two CCTs (n=230, low quality) indicated efficiencies of ampicillin/sulbactam, piperacillin/tazobactam, ciprofloxacin combined with metronidazole, and ceftazidime combined with metronidazole were 92.5%, 92.6%, 92.5% and 91.3%. A result of three RCTs (n=661, low quality) indicated that lavofloxacin had efficiencies of 82.2% to 95.8% which were 84.4% to 94.7% when combined with metronidazole. A result of three RCTs (n=553, low quality) indicated that for acute cholecystitis, ceftriaxone had an efficiency of 90.0%, cefuroxime 73.7% and cefoperazone/sulbactam 95.6% (Efficiency: ceftriaxone 93.3%, cefuroxime 82.5% and cefoperazone/sulbactam 92.3%, when combined with metronidazole). A result of one RCT (n=72, low quality) indicated that cephazoline had an efficiency of 70.9% with bacteria resistance rates of 70% for G+ and 87% for G. Conclusion (1) We offer a b recommendation for piperacillin/tazobactam and cefoperazone/sulbactam used in the treatment of acute cholecystitis (mild, moderate and severe). We offer a b recommendation for meropenem, imipenem/cilastatin and metronidazole as alternatives for severe acute cholecystitis. (2) We offer a weak recommendation for ceftazidime and cefepime used in the treatment of severe acute cholecystitis and a weak recommendation for cefotiam, ampicillin/sulbactam and cefuroxime used in the treatment of acute cholecystitis (mild and moderate). We offer a weak recommendation for lavofloxacin and ciprofloxacin used in the treatment of acute cholecystitis (mild and severe) and a weak recommendation for ceftriaxone used in the treatment of acute cholecystitis (mild, moderate and severe). (3) We make a recommendation against cephazoline as routine use. (4) More large-scale, multi-center, double-blinded RCTs are needed in clinical and pharmacoeconomic studies of acute cholecystitis and outcome indicator should be improved in order to produce high-quality local evidence.
Objective To evaluate and select essential medicine for bone fracture using evidence-based methods based on the burden of disease. Methods By means of the approaches, criteria, and workflow set up in the second article of this series, we referred to the recommendations of evidence-based or authority guidelines from inside and outside China, collected relevant evidence from domestic clinical studies, and recommended essential medicine based on evidence-based evaluation. Data were analyzed by Review Manager (RevMan) 5.1 and GRADE profiler 3.6 to evaluate quality of evidence. Results (1) 17 guidelines were included, six of which were evidence-based or based on expert consensus. We found that for fracture, global guidelines recommended surgical treatment and analgesics, while domestic guidelines recommended Chinese patent drugs. (2) A result of one RCT (low quality) indicated that Shang Ke Jie Gu Pian (name of a Chinese patent drug) shortened the clinical recovery time of fracture (MD=–4.2, 95%CI –5.25 to –3.14). A result of one RCT indicated that Shang Ke Jiu Ji Pian had a higher total clinical efficiency compared with San Qi Pian (name of a Chinese patent drug) (RR=1.28, 95%CI 1.11 to 1.47). A result of one RCT (low quality) indicated that Shang Ke Jiu Ji Pian (name of a Chinese patent drug) had a better effect than Shenyang Hong Yao Pian (name of a Chinese patent drug) in promoting the growth of osteotylus (RR=1.48, 95%CI 1.27 to 1.73) and also it had a higher clinical recovery rate (RR=1.62, 95%CI 1.37 to 1.9) compared to Shenyang Hong Yao Pian. A result of one RCT (moderate quality) indicated that Shang Ke Jiu Ji Pian was slightly better than Die Da Wan (name of Chinese patent drug) in regard to the recovery score of fracture (MD=0.25, 95%CI 0.026 to 0.47). A result of one RCT (low quality) indicated that compared to fracture reduction alone Shang Ke Jiu Ji Pian efficiently relieved pain (MD=–25.9, 95% –32.6 to –19.19) and shortened pain time (MD=–38.6, 95% –41.44 to –35.77). A result of one quasi-RCT (low quality) indicated that Shang Ke Jiu Ji Pian had a higher efficiency in relieving pain than benorylate (RR=1.13, 95%CI 1.04 to 1.23). A result of one RCT (low quality) indicated that Shang Ke Jiu Ji Pian had a higher efficiency than Shenyang Hong Yao Pian in relieving pain and swelling (RR=2.4, 95%CI 1.88 to 3.02). A result of one RCT (moderate quality) indicated that Shang Ke Jiu Ji Pian was superior to Die Da Wan in relieving pain and swelling (MD=–0.4, 95%CI –0.60 to –0.2). A result of two RCT (n=198) indicated that Shang Ke Jie Gu Pian caused no adverse reaction. With good applicability, Shang Ke Jie Gu Pian (taken with warm water or rice wine) cost 7.47 yuan daily. Conclusion (1) We offer a b recommendation for Shang Ke Jie Gu Pian and Jie Gu Qi Li Pian used in the treatment of adult fracture. (2) We should carry out more large-sample and controlled trials and improve outcome indicator in order to produce high-quality local evidence.
Objective To survey the present situation of medical equipment configuration of township hospitals in Shuangliu County, to provide baseline data for the next step of discussing the well-off township hospital medical equipment configuration standards. Methods According to the national guidance on device configuration in township hospitals, the questionnaire was made to survey 24 county township medical units (i.e. 3 central township hospitals, 3 community health centers, and 18 general township hospitals). The descriptive and stratified analysis was performed for the survey results. Results The condition of medical equipment configuration in the 3 central hospitals was better than that in the 3 community health centers which was better than that in the 18 general hospitals. The emergency equipment configuration such as defibrillator units, breathing airbags, and tracheotomy package was poor. Annual inspection rate of medical metering equipment was lower than expectation. In 2010, a total of 127 medical measuring equipments from 98.5% of the township hospitals applied annual inspection, among which, only the total annual rate of black and white B ultrasonic and X-ray machine reached above 60%; the rate of blood cells analyzer, ECG monitoring instrument, and biochemical analyzer were between 50% to 60%; and the rate of urine analyzer was the lowest at 4.5%. Conclusion It is the right time to strengthen the first aid equipment configuration in township hospitals and to enhance the annual inspection rate of the medical measuring equipment, so that the safety use and accuracy detecting can be guaranteed.
Objective To investigate the inpatient’s disease and cost constitution of the Third People’s Hospital of Chengdu in 2009, so as to provide baseline data for further research. Methods The case records of inpatients in the Third People’s Hospital of Chengdu in 2009 were collected, and based on the first diagnose, the diseases were classified according to the International Classification of Diseases (ICD-10). The data including general information of the inpatients, discharge diagnosis and hospitalization expense etc. were rearranged and analyzed using Excel software. Results a) The total number of inpatients was 1 220, and male was more than female. The disease spectrum included 12 categories. b) A total of 1 093 inpatients suffered from the top 3 systematic diseases as follows: trauma and toxicosis, musculoskeletal system and connective tissue disorders, and the factors affecting health and resulting from contact with health care institutions. Except the musculoskeletal system and connective tissue disorders, the other 2 systematic diseases were mostly seen in male rather than in female. c) According to ICD-10, the top 9 diseases of trauma and toxicosis were injuries to the wrist and hand, injuries to the hip and thigh, injuries to the knee and lower leg, injuries to the shoulder and upper arm, injuries to the lower back, lumbar spine and pelvis, injuries to the elbow and forearm, injuries to the thorax, injuries to the neck and injuries to the ankle and foot; the top 4 diseases in musculoskeletal system and connective tissue disorders were dorsopathies, soft tissue disorders, arthrosis, and osteopathies and chondropathies; among the factors affecting health and resulting from contact with health care institutions, removal of fracture fixation device. d) According to ICD-10 (list of three-digit catalogue and four-digit sub-catalogue), the top 5 single diseases in trauma and toxicosis were muscle and tendon injuries of the wrist and hand, intertrochanteric frature, fracture of the femoral neck, fracture of the tibia and fibula, and fracture of the lumbar spine; the top 5 single diseases in musculoskeletal system and connective tissue disorders were lumbar disc herniation, spondylosis, arthrosis of the knee, osteoporosis with pathological fracture, and osteonecrosis. e) The average hospital stay were 23.55 days, and the average cost per capita were 13 073.73 yuan which were constituted by material cost, drug cost including western and Chinese medicines, treatment expenses including blood transfusion fee, operation expenses including anesthetic fee, examination expenses including radiation fee and laboratory fee, bed fee and others. The inpatient costs were mainly at patient’s own expense, nearly a half of those expenses were paid by social security, and public medical care only accounted for less than 3% of the total payment. Conclusion In 2009: a) The male inpatients were mainly the young and middle-aged, and the female were the elderly. The main 3 systematic diseases were trauma and toxicosis, musculoskeletal system and connective tissue disorders, and the factors affecting health and resulting from contact with health care institutions. Except the musculoskeletal system and connective tissue disorders, the other 2 systematic diseases were mostly seen in male rather than in female. b) The top 3 single diseases were lumbar disc herniation, muscle and tendon injuries of the wrist and hand, and intertrochanteric fracture. Except lumbar disc herniation, the other 2 single diseases were mostly seen in male rather than in female. c) The average hospital stay was 23.55 days. The overall costs were mainly constituted by material and drug cost (59.25%), with rationality worthy of attention. d) Inpatient costs were mainly at patient’s own expense or paid by social security, and the proportion of public medical care was low in the payment.