{"title":"整合技术:数字印度负担得起的医疗保健系统","authors":"Maninder Ahuja, Avir Sarkar, Vartika Sharma","doi":"10.4103/jmh.jmh_138_23","DOIUrl":null,"url":null,"abstract":"India is a country with 1.428 billion population making 17.76% of world’s population.[1] Added to that, our challenges are diversity and heterogeneity of culture, tradition, diets, and religion. Hence, a strong, organized, and efficient health-care system is of paramount importance to the country’s economic well-being. Health care is a humongous ever-flourishing industry in India. As technology, diagnostics and therapeutics are evolving so are the increased challenges of prevention and reaching out to marginalized groups with administration of treatment and after-care services. Health care is a broad-spectrum speciality ranging from intricate diagnostics such as imaging and therapeutics on the one end to basic mobile van camp services on the other. Accessibility and affordability to health care also varies significantly among urban and rural population, with marginalized communities being almost deprived from these services. Integrated health-care ecosystem is a need of the era and demands a systematic and comprehensive approach addressing its different aspects including heightened health awareness, thus strengthening preventive medicine, focusing on primary health-care domains, developing health-care infrastructure and involving private sectors, etc. Digitization comes as a boon in adversity. New-age technologies such as artificial intelligence (AI), robotics, and internet of things (IoT) are ever welcoming for further advancement of health-care sector in digital India. In the words of John McCarthy, “Artificial intelligence is science and engineering of making intelligent machines especially intelligent computer program.”[2] Applications of AI in health care are a topic worthy of one separate discussion owing to its tremendous possibilities in modern Indian health care. It can take care of large amount of health sector data and provide significant inferences within seconds. Various AI-powered health applications can help in speedy disease detection and treatment. AI can predict various health trends, thus helping in efficient allocation of health resources and compression of morbidities. As an obstetrician, AI is useful in multiple aspects of obstetric care including both diagnostics and therapeutics.[3] For example, computerized fetal cardiotocography can detect abnormal records well in time, resulting in timely intervention and improved maternal and fetal outcome as shown by Alfirevic et al.[4] Various AI-based risk prediction calculators for preeclampsia and aneuploidies help in appropriate counseling and management of many mothers-to-be. The International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) held a special session in 2020, they stated that AI-based software automatically detects the best spatial planes and soon will provide diagnosis alongside measurements.[5] AI plays a vital role in gynecological care as well. Various cervical cancer screening methods including Papanicolaou smear, visual inspection under acetic acid, and colposcopy appearances are now being evaluated using vast artificial neural network to enhance yield and improve reproducibility.[6] The use of magnetic resonance imaging-based three-dimensional models for planning surgery in difficult cases such as deep infiltrating endometriosis has revolutionized patient care. Real-time imaging-based conformal radiotherapy techniques protect nearby organs in malignancy patients.[7] Continuous subcutaneous insulin infusion performs continuous blood glucose monitoring and provides insulin according to preset infusion rates. AI plays an important role in every stage of life including “midlife” and postmenopausal health. AI helps postmenopausal osteoporosis in various aspects ranging from high-resolution imaging and fracture risk estimation to therapeutics. Pelvic floor function can be comprehensively assessed by AI-based ultrasounds in postpartum and menopausal patients as recommended by the International Urogynecological Association and ISUOG.[8-11] Transperineal ultrasound can make an effective biofeedback tool in menopausal females.[12] AI-based cardiac screening methods provide reliable risk prediction for future cardiac risks in postmenopausal females. Robotics makes a shining milestone in modern health-care era. Robotic surgeries provide substantial precision with minimal blood loss, thus improving surgical outcomes. Robots can also be stationed in physical and medical rehabilitation centers as trainers. Robots can work as a clinic assistant to perform those repetitive tasks such as vitals monitoring and blood sugar measurements so that clinicians are free for core patient care. Robots can also become a health assistant for old-age patients who stay alone for significant time of the day. IoT forms yet another versatile gem in crown of modern health care. IoT-enabled devices such as smartwatches and multiparameter monitors can provide 24 × 7 monitoring of various parameters including level of physical activity, sleep, and blood sugar for holistic monitoring of pregnancy.[13] Recently coming portable electrocardiography devices can detect adverse cardiac events in time and avail timely care. IoT-enabled telemedicine consultations can provide health care in remote areas. Continuous blood sugar monitoring and drug delivery is another breakthrough in the role of AI. These technologies have made it possible to share the bulk of medical knowledge and experiences among various medical personnel in the form of video lectures, Continued Medical Education Programs, and conferences. Standard references can be searched on any topic in fraction of seconds. Advanced multidimensional models and AI-based simulators (e.g., laparoscopic/robotic simulators) provide a sharp hike to learning curve of medical trainees even with difficult procedures. Implementation of these technologies in Indian health care can be improved with the following measures such as digital awareness and training, infrastructure development, multisectoral involvement, and regulatory digital health-care policies. Ayushman Bharat Digital Mission is one such step. It has been started by the National Health Authority and includes five major interventions including unique Ayushman Bharat Health Account number and registration of health-care facility and providers. This program will help to cater huge population health-care demands of India to a significant extent. India is a mixed bag of challenges and opportunities. The COVID-19 pandemic further exaggerated various shortcomings of our health system yet improved us in some. Awareness about hygiene and sanitation has rather improved after the pandemic making people more acceptable to need for sanitizers, masks, and social distancing. This further highlights public health awareness as an important preventive strategy for various health issues. Deficit of an integrated and efficient health-care infrastructure further peaked during the COVID-19 pandemic. It demanded development in technologies to bring about digitization of health-care system for more number of intensive care unit beds and more trained health-care personnel. The pandemic also presented a need for effective research including effective vaccines and adequate preventive and therapeutic measures. In a nutshell, digitalization of health-care ecosystem can integrate various stakeholders pertaining to medical services on a common platform, filling their communication voids while decreasing their geographical distances to just one click away. Integration of these newer technologies can transform health-care facilities in India for betterment, improving affordability and accessibility in underprivileged remote areas, thus revolutionizing health care and boosting patient satisfaction.","PeriodicalId":37717,"journal":{"name":"Journal of Mid-life Health","volume":null,"pages":null},"PeriodicalIF":1.2000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrating Technologies: An Affordable Health Care System in Digital India\",\"authors\":\"Maninder Ahuja, Avir Sarkar, Vartika Sharma\",\"doi\":\"10.4103/jmh.jmh_138_23\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"India is a country with 1.428 billion population making 17.76% of world’s population.[1] Added to that, our challenges are diversity and heterogeneity of culture, tradition, diets, and religion. Hence, a strong, organized, and efficient health-care system is of paramount importance to the country’s economic well-being. Health care is a humongous ever-flourishing industry in India. As technology, diagnostics and therapeutics are evolving so are the increased challenges of prevention and reaching out to marginalized groups with administration of treatment and after-care services. Health care is a broad-spectrum speciality ranging from intricate diagnostics such as imaging and therapeutics on the one end to basic mobile van camp services on the other. Accessibility and affordability to health care also varies significantly among urban and rural population, with marginalized communities being almost deprived from these services. Integrated health-care ecosystem is a need of the era and demands a systematic and comprehensive approach addressing its different aspects including heightened health awareness, thus strengthening preventive medicine, focusing on primary health-care domains, developing health-care infrastructure and involving private sectors, etc. Digitization comes as a boon in adversity. New-age technologies such as artificial intelligence (AI), robotics, and internet of things (IoT) are ever welcoming for further advancement of health-care sector in digital India. In the words of John McCarthy, “Artificial intelligence is science and engineering of making intelligent machines especially intelligent computer program.”[2] Applications of AI in health care are a topic worthy of one separate discussion owing to its tremendous possibilities in modern Indian health care. It can take care of large amount of health sector data and provide significant inferences within seconds. Various AI-powered health applications can help in speedy disease detection and treatment. AI can predict various health trends, thus helping in efficient allocation of health resources and compression of morbidities. As an obstetrician, AI is useful in multiple aspects of obstetric care including both diagnostics and therapeutics.[3] For example, computerized fetal cardiotocography can detect abnormal records well in time, resulting in timely intervention and improved maternal and fetal outcome as shown by Alfirevic et al.[4] Various AI-based risk prediction calculators for preeclampsia and aneuploidies help in appropriate counseling and management of many mothers-to-be. The International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) held a special session in 2020, they stated that AI-based software automatically detects the best spatial planes and soon will provide diagnosis alongside measurements.[5] AI plays a vital role in gynecological care as well. Various cervical cancer screening methods including Papanicolaou smear, visual inspection under acetic acid, and colposcopy appearances are now being evaluated using vast artificial neural network to enhance yield and improve reproducibility.[6] The use of magnetic resonance imaging-based three-dimensional models for planning surgery in difficult cases such as deep infiltrating endometriosis has revolutionized patient care. Real-time imaging-based conformal radiotherapy techniques protect nearby organs in malignancy patients.[7] Continuous subcutaneous insulin infusion performs continuous blood glucose monitoring and provides insulin according to preset infusion rates. AI plays an important role in every stage of life including “midlife” and postmenopausal health. AI helps postmenopausal osteoporosis in various aspects ranging from high-resolution imaging and fracture risk estimation to therapeutics. Pelvic floor function can be comprehensively assessed by AI-based ultrasounds in postpartum and menopausal patients as recommended by the International Urogynecological Association and ISUOG.[8-11] Transperineal ultrasound can make an effective biofeedback tool in menopausal females.[12] AI-based cardiac screening methods provide reliable risk prediction for future cardiac risks in postmenopausal females. Robotics makes a shining milestone in modern health-care era. Robotic surgeries provide substantial precision with minimal blood loss, thus improving surgical outcomes. Robots can also be stationed in physical and medical rehabilitation centers as trainers. Robots can work as a clinic assistant to perform those repetitive tasks such as vitals monitoring and blood sugar measurements so that clinicians are free for core patient care. Robots can also become a health assistant for old-age patients who stay alone for significant time of the day. IoT forms yet another versatile gem in crown of modern health care. IoT-enabled devices such as smartwatches and multiparameter monitors can provide 24 × 7 monitoring of various parameters including level of physical activity, sleep, and blood sugar for holistic monitoring of pregnancy.[13] Recently coming portable electrocardiography devices can detect adverse cardiac events in time and avail timely care. IoT-enabled telemedicine consultations can provide health care in remote areas. Continuous blood sugar monitoring and drug delivery is another breakthrough in the role of AI. These technologies have made it possible to share the bulk of medical knowledge and experiences among various medical personnel in the form of video lectures, Continued Medical Education Programs, and conferences. Standard references can be searched on any topic in fraction of seconds. Advanced multidimensional models and AI-based simulators (e.g., laparoscopic/robotic simulators) provide a sharp hike to learning curve of medical trainees even with difficult procedures. Implementation of these technologies in Indian health care can be improved with the following measures such as digital awareness and training, infrastructure development, multisectoral involvement, and regulatory digital health-care policies. Ayushman Bharat Digital Mission is one such step. It has been started by the National Health Authority and includes five major interventions including unique Ayushman Bharat Health Account number and registration of health-care facility and providers. This program will help to cater huge population health-care demands of India to a significant extent. India is a mixed bag of challenges and opportunities. The COVID-19 pandemic further exaggerated various shortcomings of our health system yet improved us in some. Awareness about hygiene and sanitation has rather improved after the pandemic making people more acceptable to need for sanitizers, masks, and social distancing. This further highlights public health awareness as an important preventive strategy for various health issues. Deficit of an integrated and efficient health-care infrastructure further peaked during the COVID-19 pandemic. It demanded development in technologies to bring about digitization of health-care system for more number of intensive care unit beds and more trained health-care personnel. The pandemic also presented a need for effective research including effective vaccines and adequate preventive and therapeutic measures. In a nutshell, digitalization of health-care ecosystem can integrate various stakeholders pertaining to medical services on a common platform, filling their communication voids while decreasing their geographical distances to just one click away. 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引用次数: 0
摘要
支持物联网的设备,如智能手表和多参数监测器,可以提供24 × 7的各种参数监测,包括身体活动水平、睡眠和血糖,以全面监测怀孕。[13]近年来推出的便携式心电图仪可以及时发现心脏不良事件,及时护理。支持物联网的远程医疗咨询可以为偏远地区提供医疗保健。持续血糖监测和给药是人工智能作用的另一个突破。这些技术使得在不同的医务人员之间以视频讲座、继续医学教育计划和会议的形式分享大量的医学知识和经验成为可能。标准参考文献可以在几秒钟内搜索任何主题。先进的多维模型和基于人工智能的模拟器(例如,腹腔镜/机器人模拟器)即使在困难的程序中也能使医疗学员的学习曲线急剧上升。通过以下措施,如数字意识和培训、基础设施发展、多部门参与和数字保健监管政策,可以改善这些技术在印度保健领域的实施。Ayushman Bharat Digital Mission就是这样一个步骤。该计划由国家卫生局启动,包括五项主要干预措施,包括独特的Ayushman Bharat保健账号和保健设施和提供者的登记。该方案将有助于在很大程度上满足印度庞大的人口保健需求。印度是一个挑战和机遇并存的大杂烩。COVID-19大流行进一步夸大了我们卫生系统的各种缺陷,但在某些方面使我们得到了改善。大流行后,人们对卫生和环境卫生的认识有所提高,使人们更容易接受消毒剂、口罩和保持社交距离的需求。这进一步强调了公众健康意识是针对各种健康问题的一项重要预防战略。在2019冠状病毒病大流行期间,综合高效卫生保健基础设施的缺口进一步达到顶峰。它要求技术发展,以实现医疗保健系统的数字化,为更多的重症监护病房床位和更多训练有素的医疗保健人员提供服务。大流行病还要求进行有效的研究,包括有效的疫苗和适当的预防和治疗措施。简而言之,医疗保健生态系统的数字化可以将与医疗服务相关的各种利益相关者整合到一个共同的平台上,填补他们的沟通空白,同时减少他们的地理距离,只需点击一下即可。整合这些新技术可以改善印度的卫生保健设施,提高贫困偏远地区的负担能力和可及性,从而彻底改变卫生保健并提高患者满意度。
Integrating Technologies: An Affordable Health Care System in Digital India
India is a country with 1.428 billion population making 17.76% of world’s population.[1] Added to that, our challenges are diversity and heterogeneity of culture, tradition, diets, and religion. Hence, a strong, organized, and efficient health-care system is of paramount importance to the country’s economic well-being. Health care is a humongous ever-flourishing industry in India. As technology, diagnostics and therapeutics are evolving so are the increased challenges of prevention and reaching out to marginalized groups with administration of treatment and after-care services. Health care is a broad-spectrum speciality ranging from intricate diagnostics such as imaging and therapeutics on the one end to basic mobile van camp services on the other. Accessibility and affordability to health care also varies significantly among urban and rural population, with marginalized communities being almost deprived from these services. Integrated health-care ecosystem is a need of the era and demands a systematic and comprehensive approach addressing its different aspects including heightened health awareness, thus strengthening preventive medicine, focusing on primary health-care domains, developing health-care infrastructure and involving private sectors, etc. Digitization comes as a boon in adversity. New-age technologies such as artificial intelligence (AI), robotics, and internet of things (IoT) are ever welcoming for further advancement of health-care sector in digital India. In the words of John McCarthy, “Artificial intelligence is science and engineering of making intelligent machines especially intelligent computer program.”[2] Applications of AI in health care are a topic worthy of one separate discussion owing to its tremendous possibilities in modern Indian health care. It can take care of large amount of health sector data and provide significant inferences within seconds. Various AI-powered health applications can help in speedy disease detection and treatment. AI can predict various health trends, thus helping in efficient allocation of health resources and compression of morbidities. As an obstetrician, AI is useful in multiple aspects of obstetric care including both diagnostics and therapeutics.[3] For example, computerized fetal cardiotocography can detect abnormal records well in time, resulting in timely intervention and improved maternal and fetal outcome as shown by Alfirevic et al.[4] Various AI-based risk prediction calculators for preeclampsia and aneuploidies help in appropriate counseling and management of many mothers-to-be. The International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) held a special session in 2020, they stated that AI-based software automatically detects the best spatial planes and soon will provide diagnosis alongside measurements.[5] AI plays a vital role in gynecological care as well. Various cervical cancer screening methods including Papanicolaou smear, visual inspection under acetic acid, and colposcopy appearances are now being evaluated using vast artificial neural network to enhance yield and improve reproducibility.[6] The use of magnetic resonance imaging-based three-dimensional models for planning surgery in difficult cases such as deep infiltrating endometriosis has revolutionized patient care. Real-time imaging-based conformal radiotherapy techniques protect nearby organs in malignancy patients.[7] Continuous subcutaneous insulin infusion performs continuous blood glucose monitoring and provides insulin according to preset infusion rates. AI plays an important role in every stage of life including “midlife” and postmenopausal health. AI helps postmenopausal osteoporosis in various aspects ranging from high-resolution imaging and fracture risk estimation to therapeutics. Pelvic floor function can be comprehensively assessed by AI-based ultrasounds in postpartum and menopausal patients as recommended by the International Urogynecological Association and ISUOG.[8-11] Transperineal ultrasound can make an effective biofeedback tool in menopausal females.[12] AI-based cardiac screening methods provide reliable risk prediction for future cardiac risks in postmenopausal females. Robotics makes a shining milestone in modern health-care era. Robotic surgeries provide substantial precision with minimal blood loss, thus improving surgical outcomes. Robots can also be stationed in physical and medical rehabilitation centers as trainers. Robots can work as a clinic assistant to perform those repetitive tasks such as vitals monitoring and blood sugar measurements so that clinicians are free for core patient care. Robots can also become a health assistant for old-age patients who stay alone for significant time of the day. IoT forms yet another versatile gem in crown of modern health care. IoT-enabled devices such as smartwatches and multiparameter monitors can provide 24 × 7 monitoring of various parameters including level of physical activity, sleep, and blood sugar for holistic monitoring of pregnancy.[13] Recently coming portable electrocardiography devices can detect adverse cardiac events in time and avail timely care. IoT-enabled telemedicine consultations can provide health care in remote areas. Continuous blood sugar monitoring and drug delivery is another breakthrough in the role of AI. These technologies have made it possible to share the bulk of medical knowledge and experiences among various medical personnel in the form of video lectures, Continued Medical Education Programs, and conferences. Standard references can be searched on any topic in fraction of seconds. Advanced multidimensional models and AI-based simulators (e.g., laparoscopic/robotic simulators) provide a sharp hike to learning curve of medical trainees even with difficult procedures. Implementation of these technologies in Indian health care can be improved with the following measures such as digital awareness and training, infrastructure development, multisectoral involvement, and regulatory digital health-care policies. Ayushman Bharat Digital Mission is one such step. It has been started by the National Health Authority and includes five major interventions including unique Ayushman Bharat Health Account number and registration of health-care facility and providers. This program will help to cater huge population health-care demands of India to a significant extent. India is a mixed bag of challenges and opportunities. The COVID-19 pandemic further exaggerated various shortcomings of our health system yet improved us in some. Awareness about hygiene and sanitation has rather improved after the pandemic making people more acceptable to need for sanitizers, masks, and social distancing. This further highlights public health awareness as an important preventive strategy for various health issues. Deficit of an integrated and efficient health-care infrastructure further peaked during the COVID-19 pandemic. It demanded development in technologies to bring about digitization of health-care system for more number of intensive care unit beds and more trained health-care personnel. The pandemic also presented a need for effective research including effective vaccines and adequate preventive and therapeutic measures. In a nutshell, digitalization of health-care ecosystem can integrate various stakeholders pertaining to medical services on a common platform, filling their communication voids while decreasing their geographical distances to just one click away. Integration of these newer technologies can transform health-care facilities in India for betterment, improving affordability and accessibility in underprivileged remote areas, thus revolutionizing health care and boosting patient satisfaction.
期刊介绍:
Journal of mid-life health is the official journal of the Indian Menopause society published Quarterly in January, April, July and October. It is peer reviewed, scientific journal of mid-life health and its problems. It includes all aspects of mid-life health, preventive as well as curative. The journal publishes on subjects such as gynecology, neurology, geriatrics, psychiatry, endocrinology, urology, andrology, psychology, healthy ageing, cardiovascular health, bone health, quality of life etc. as relevant of men and women in their midlife. The Journal provides a visible platform to the researchers as well as clinicians to publish their experiences in this area thereby helping in the promotion of mid-life health leading to healthy ageing, growing need due to increasing life expectancy. The Editorial team has maintained high standards and published original research papers, case reports and review articles from the best of the best contributors both national & international, consistently so that now, it has become a great tool in the hands of menopause practitioners.