Pharmaceutical Filtration Market Statistics Analysis 2022

 Filtration in pharmaceutical has been used to purify or separate the component and also to maintain the sterile conditions during the process to prevent contamination. Various methods are being used for filtration depends on the component that need to be filtered. Major factors such as increasing growth of pharmaceutical industry and rapid growth in the generic drug production are the main reasons driving the market growth. On the other hand the huge capital required to set up new production facilities and stringent government regulations to legalize the filtration process are expected to limit market growth to a certain extent. Globally, the market is growing rapidly and it is anticipated to show an exponential growth reaching approximately $23 Billion in 2022.

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Segments:     
The pharmaceutical filtrations market has been segmented on the basis of type of filtrations, product, and their application in pharmaceutical industry. On the basis of type the market has been segmented as air filtration, water filtration, chemical filtrations, Grade filtration (liquid and gas), and absorptive filtrations. Similarly on the basis of product, the market has been segmented into membrane filters, media filters, cartridges and capsule filtration and others. On the basis of application in pharmaceutical industry the filtrations market has again segment into air purification, water purification, sterilization, cell separation, media and buffer filtrations and others.

Regional Analysis of Pharmaceutical filtration devices Market:
Considering the global scenario of the market, Americas region is believed to be the largest market for Pharmaceutical filtration techniques and devices. Moreover the European market is also growing continuously and slowly catching up with the American market. On the other hand, Asia-Pacific market is expected to grow at the fastest pace in the pharmaceutical filtration devices segment during the forecasted period. Middle East & Africa region are likely to have a limited but steady growth in the market.

Key Players for Pharmaceutical filtrations devices Market:                       
Some of the key players in this market are: GE Healthcare (U.S.), Pall Corporation (U.S.), Parker Hannifin Corporation (U.S.), Sartorius Stedim Biotech S.A. (France), Merck KGaA (Germany), Alfa Laval (Sweden), Graver Technologies, LLC (U.S.), Koch Membrane Systems Inc. (U.S.), and GEA Group (Germany).

The report for Pharmaceutical Filtrations Devices Market of Market Research Future comprises of extensive primary research along with the detailed analysis of qualitative as well as quantitative aspects by various industry experts, key opinion leaders to gain the deeper insight of the market and industry performance. The report gives the clear picture of current market scenario which includes historical and projected market size in terms of value and volume, technological advancement, macro economical and governing factors in the market. The report provides details information and strategies of the top key players in the industry. The report also gives a broad study of the different markets segments and regions

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Patient Handling Equipment Market: Industry Size, Trends and Analysis – Growth Revenue And Cost Analysis With Key Company’s Profiles, Forecast To 2027

 Global Patient Handling Equipment Market is expected to be valued at USD 15,430.18 Million by 2027 at a CAGR of 8.3% during the forecast period, 2020-2027.

The advancement in patient handling equipment and expansion of healthcare infrastructure due to the COVID-19 pandemic is expected to boost the growth of the market in the forecast period.

Market Synopsis

An increasing usage of patient handling equipment in hospitals, rehabilitation centers, and elderly care settings is expected to drive the growth of the global patient handling equipment market.

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The market growth in the coming years can also be attributed to the business expansion of manufacturers through merger & acquisition and incessant launch of innovative products. For instance, in the year 2020, Invacare Corporation, a US-based long-term medical product manufacturer, announced the launch of an Invacare AVIVA FX Power Wheelchair, a front-wheel-drive wheelchair. This product launch was aimed to strengthen the company’s power mobility product portfolio.

Market USP

Growing patient population of chronic diseases and rising geriatric population are the major market influencer of the patient handling equipment market.  

Market Drivers

The rising influx of patients in the hospital due to an outbreak of COVID-19 pandemic. The critical care products including hospital beds, ventilators, and vitals monitoring devices are being used in abundance for patients suffering from COVID-19. Various companies are aiding the healthcare sector in meeting the rising demand for critical care products by increasing their manufacturing capacity. For instance, in May 2020, Stryker (US) delivered about 1,000 emergency relief beds to hospitals in Qatar. The company is also massively producing emergency relief beds, a low-cost hospital bed.      

• Increasing geriatric and obese population

• Risk of injuries to caregivers while manual handling of patients

• Implementation of regulations to ensure the safety of healthcare service providers during the manual lifting procedure. For instance, according to the Office of State Human Resources (OSHR), the caregiver should do a preliminary assessment of their safety & health risks before any manual handling operation and take appropriate steps to lower the risks of patient handling. Also, manual handling operations should be avoided as far as it is reasonably practicable.

• A growing number of road accidents

• Growing usage of ceiling lifts in hospitals

Market Restraints

• Low skilled professionals for the efficient operation of the patient handling equipment.

Segmentation

By Product

• Patient Transfer Devices: This segment is likely to hold the largest share owing to the growing number of obese patients. This segment is further fragmented into patient lifts, air-assisted lateral transfer mattresses, sliding sheets, and accessories. Patient transfer devices aid in long and short distance transfer of patients depending on the requirement. Also, these products provide caregivers reduced risk of injuries while patient handling and are time efficient. According to National Public Radio, every year about 35,000 nursing professionals experience back and body injuries during patient handling in the US region.

• Medical Beds: This segment is further segmented into manual beds, electric beds, and semi-electric beds. The rising number of COVID-19 patients has influx the demand for medical beds in the forecast period. Also, the growing geriatric population base susceptive to chronic disease will be driving the growth of the segment. For instance, in 2019, according to the United Nations, globally there were about 703 million people aged 65 or over.

• Mobility Devices: This segment is further segmented into wheelchairs & mobility scooters, and ambulatory aids. The increasing cases of disability are expected to propel the demand for mobility devices. The ambulatory aid equipment provides support, stability, and balance for patients. The ambulatory aid segment includes equipment such as crutch, cane walking, walker, and others.

• Bathroom & Toilet Assist Equipment: These segments include bathroom assist products such as commodes, bath aids, handgrips, bath lifts, shower chairs, and others. Easy availability in online stores is likely to propel the growth of the segment.

• Stretchers & Transport Chairs: These are used in carrying patients from one place to another, within and outside of a healthcare facility. The advancement in stretchers & transport chairs has been enabling clinicians in providing patients with proper emergency assistance.

By Application

• Acute & Critical Care: This segment is likely to hold the largest share owing to high prevalence rate cardiovascular diseases, viral infection, and other acute diseases. For instance, in 2017, according to the Centers for Disease Control and Prevention (CDC), about 18.2 million adult population aged 20 or older were suffering from coronary heart disease in the US region.

• Long Term Care: This segment is likely to be the fastest-growing segment owing to the growing prevalence of target diseases such as tuberculosis, Alzheimer’s disease, tetanus, and others. For instance, according to Alzheimer's Association, in the US, about 5.8 million people aged 65 or above were suffering from Alzheimer’s dementia in 2019 and 5.7 million in 2018.

• Mobility Assistance: The growth of this segment can be attributed to the growing incidence rate of diseases such as arthritis and Parkinson’s.  For instance, according to Parkinson's Foundation, every year about 60,000 of the American population are diagnosed with Parkinson’s disease. This disease is characterized by stiffness, slowed movement, tremors, and impaired balance. The mobility assistance devices improve balance and provide support to patients suffering from Parkinson’s disease. Also, the rising elderly population is expected to drive the growth of the segment.

By End-User

• Hospitals: Hospitals segment dominated the market share owing to increasing healthcare infrastructure and rising investment. According to MRFR analysis, the investments made in hospital and healthcare services for the year 2017 and 2018 in some European countries are the following:

By Region

• Americas: The largest regional market. The increasing prevalence rate of obesity is expected to boost the growth of the market during the forecast period. For instance, in the US, according to the Centers for Disease Control and Prevention (CDC), in 2017-18, the prevalence of obesity was around 42.2%, which was about 39.8% in 2015-16.

• Europe: Europe held the second-largest position in the patient handling equipment market owing to high research and development investment. For instance, in 2017, according to MedTech Europe, about 40% of total patent applications in medical technology were filed from European countries.

• Asia-Pacific: The fastest-growing regional market for patient handling equipment owing to the growing life expectancy rate. According to the World Bank, the life expectancy at birth in the South Asia region in 2017 and 2018 were 69.1 year and 69.4 years, respectively. Also, growing healthcare expenditure is driving the growth of the market. For instance, in 2017, according to the World Bank, the healthcare expenditure of Japan, China and India was about 10.94%, 5.15%, and 3.53%, respectively. Such increasing expenditure backed by life expectancy rate is expected to boost the demand for patient handling devices in the coming years

• Middle East & Africa: This region is expected to show steady growth owing to the high rate of obesity. For instance, in 2016, according to the World Health Organization, about 28.3% of adults and 81.3% of women are suffering from obesity in the South African region. However, low healthcare infrastructure in the region is expected to hinder the market growth in the forecast period.

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Laboratory Equipment Market Growth, Demands, CAGR, Sales Volume, Opportunities, Types, Applications and Forecast up to 2023

 Laboratory equipment market is on track to secure a growth rate of 7.3% from 2019 to 2025 (evaluation period), says Market Research Future (MRFR). The MRFR study also expects the market to touch USD 58,960 Million by 2025.  

Top Boosters and Challenges

The laboratory equipment industry benefits the large-scale investments in extensive research and development activities in the field of biotechnology and pharmaceutical. The market is also strongly influenced by the increasing availability of advanced laboratory supplies and their growing use by procurement managers in industries like healthcare and pharmaceutical. Innovations in chemical and biological researches combined with the surge in clinical laboratory tests along with life science researches can also foster market growth in the ensuing period.

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Introduction of new technologies and their adoption have been picking up speed in the market, thereby facilitating enhanced laboratory capabilities. Adoption of modern techniques is proving to be favorable for scientists and laboratory technicians as they are able to achieve more efficient and accurate results. Automation, artificial intelligence, miniaturization and smart technology are the prevailing trends and are witnessing high demand among laboratory equipment manufacturers.

Medical lab equipment vendors are putting in efforts to facilitate simpler order processes and product selection, whereas laboratory managers are working on bolstering the efficiency by elevating the purchasing process. The trend of easy to use and compact equipment with built-in connectivity is also emerging at a promising rate, while the construction of new labs with advanced equipment and supplies by renowned companies can induce substantial market growth in the years ahead

Segmental Analysis

The laboratory equipment industry has been segregated with respect to product type, application, and end user.

The product types studied are centrifuges, incubators, scopes, spectrometers, autoclaves, sonicators, and others. The incubators segment can obtain the top spot in the global market, as the device’s application range is expanding in several areas of testing. The spectrometers segment could procure the fastest expansion rate.

The laboratory equipment market, with respect to application, comprises genetic testing, endocrinology, biochemistry, hematology, microbiology, and more. The biochemistry segment is slated to capture the highest share in the market, owing to the significant number of biochemical tests that are generally conducted in laboratories. The endocrinology category is confirmed to advance at the fastest pace, on account of the expanding patient pool and the surge in the number of tests.

The end users considered in the report include diagnostic centers, hospitals and clinics, and more. The hospitals and clinics sector can take the lead in the market as these end-users extensively use a variety of laboratory equipment. The diagnostic centers segment can however, advance at the fastest rate in the forthcoming years, as a result of the rising preference for conducting diagnostic tests by medical professionals, with the use of highly advanced lab equipment and supplies.

Regional Study

The market for laboratory equipment has been regionally distributed on the basis of the Americas, MEA or the Middle East & Africa, APAC/Asia Pacific, and Europe.

Americas has been identified as the most lucrative market, while the US and Canada are in the lead in the region due to their highly developed laboratories with modern equipment as well as instruments. Strong presence of a number of renowned biopharmaceutical and pharmaceutical companies that are actively involved in extensive R&D activities will further bolster the region’s attractiveness in the coming years. A few other growth boosting factors include the soaring number of grants including NIH or National Institute of Health that aim to encourage researches in the region.

APAC should procure the fastest CAGR in the near future, thanks to the surging cases of infectious diseases such as AIDS, tuberculosis and hepatitis that require accurate laboratory testing. Escalating burden of cancer in the region, especially in India and China can also benefit the market in the upcoming years.

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Proteomics Market Emerging Trends, Size, Share and Growth Analysis by 2023

 Global Proteomics Market is expected to grow significantly over the forecast period. It is anticipated that the market held a valuation of USD 23.2 Billion in 2017 and is projected to grow at a CAGR of 14.1% over the forecast period. Proteomes are a set of proteins which are produced in a system, organism, or any biological entity. Study of proteomes is known as proteomics. It is used in various applications, like investigation of protein expression, transcriptional & post transcriptional studies, metabolic pathways, protein interaction in diseases, etc.

The factors such as increasing research & development activities in the healthcare industry, rising demand for personalized medicines, rising number of approvals of personalized medicines and increasing activities of drug discovery are expected to propel the growth of the market. According to Foley & Lardner LLP, Food and Drug Administration (FDA) approved 16 new personalized medicine therapies in 2017. However, the high cost of devices and lack of skilled researchers can hamper the market growth over the forecast period.

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Regional Analysis:

Geographically, the Americas is expected to dominate the global market owing to the easy availability of funds from various organizations and rising interest in personalized medicines. According to the Personalized Medicine Coalition, number of available personalized medicines increased to 113 in 2014 from 13 in 2006. Europe is expected to hold the second largest position in the global market owing to the rising cancer research activities and high funding from the government. Asia-Pacific is expected to be the fastest growing market owing to the high prevalence of cancer and rising healthcare expenditure. Moreover, the Middle East and Africa region is expected to account for the least market share in the global market.

Segmentation (largest & fastest):

The global proteomics market has been segmented into equipment, services and application.The market, on the basis of equipment, has been segmented into chromatography, mass spectroscopy, protein microarray, X-ray crystallography, protein fractionation and others.The global market, on the basis of services, has been segmented into laboratory services and data analysis & services.

The global proteomics market, by application, has been segmented into drug discovery, clinical diagnosis and others. The clinical diagnosis segment is expected to hold the largest market share owing to the increased understanding of the relevance of investigating and understanding patterns of protein expression for diseases & drug development. The drug discovery segment is anticipated to grow at the fastest CAGR owing to continuous search for alternative & efficient methods to deliver enhanced drugs and increased R&D investments by pharmaceutical & biotechnology companies.

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Global Respiratory Care Devices Market to Witness Steady Growth through 2023

 The respiratory care devices market is projected to grow at a CAGR of 10.1% during the forecast period 2018–2023. As per the respiratory care devices market research report, the global market for respiratory care devices is projected to grow rapidly. According to analysts, the rising incidences of chronic pulmonary diseases as well as increasing frequency of respiratory diseases will drive the market growth during the forecast period. The respiratory care devices market research report offers a comprehensive analysis of the global respiratory care devices market and its accessories and consumables, application, diagnostic devices, monitoring devices, therapeutic devices, and end-users segments. The lack of awareness along with intense competition are the elements that could influence the respiratory care devices market advancement throughout the forecast period. The respiratory care devices market research report by expert analysts is developed to assist organizations in the respiratory care devices market.

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Market Segmentation

The global respiratory care devices market has been segmented based on accessories and consumables, application, diagnostic devices, monitoring devices, therapeutic devices, and end-users. On the basis of accessories and consumables, the market for respiratory care devices is segmented based on disposable resuscitators, nasal cannulas, tracheostomy tubes, disposable masks, and other consumables and accessories. Additionally, the market on the basis of application, is segmented into asthma, infectious diseases, sleep apnea, chronic obstructive pulmonary disease (COPD), and other diseases. The global market for respiratory care devices is also covered based on the diagnostic devices segment which is further split into peak flow meters, polysomnography (PSG) devices, spirometers, and other diagnostic devices. On the basis of monitoring devices, the market for respiratory care devices is segmented based on capnographs, gas analyzers, pulse oximeter equipment, pulse oximeter sensors, and pulse oximeters. Additionally, the market on the basis of therapeutic devices, is segmented into humidifiers, inhalers, masks, nebulizers, nitric oxide delivery units, oxygen concentrators, oxygen hoods, reusable resuscitators, ventilators, and pap devices. The global market for respiratory care devices is also covered based on the end-users segment which is further split into ambulatory care, clinics, home care, hospitals, and others.

Major elements such as the high cost of the device and the respiratory surgery could obstruct the respiratory care devices market growth. However, according to the respiratory care devices market research report, rapid urbanization along with increasing geriatric population will propel growth throughout the forecast period. The respiratory care devices market is set to register growth at a high CAGR owing to these key factors. The exploration of accessories and consumables, application, diagnostic devices, monitoring devices, therapeutic devices, and end-users segments along with regional markets has been given in the global respiratory care devices market research report. The research analysts studying the respiratory care devices market have put out market forecasts in the respiratory care devices market research report in order to support respiratory care devices market-based companies. The respiratory care devices market research report provides an extensive understanding of the respiratory care devices market based on the information and forecasts till 2023.

Regional Overview

North America, Europe, Asia Pacific and the rest of the world regional market for respiratory care devices are predominantly covered in the global respiratory care devices market research report. Country-level respiratory care devices markets spread across North America – the United States, Canada, and Mexico are also covered in the report. In South America – Brazil and other country-level respiratory care devices markets are covered in the report. In Asia-Pacific (APAC) region, the country-level respiratory care devices markets covered are Japan, China, India, South Korea, and Australia. The respiratory care devices market research report also explores the regional market for respiratory care devices present in Europe in the United Kingdom, France, Italy, Spain, and Germany, etc. The respiratory care devices market research report also covers regional markets from the rest of the world alongside respiratory care devices markets of Africa and the Middle East.

Competitive Landscape

Changes in the environment and lifestyle are presumed to drive the respiratory care devices market growth worldwide. The global respiratory care devices market could be challenged by concerns regarding effectiveness of devices and side effects, nevertheless, organizations in the respiratory care devices market will carry the growth rate forward. The respiratory care devices market research report presents company profiles of major companies active in the respiratory care devices market globally. Furthermore, the global respiratory care devices market report offers an all-inclusive analysis of the market collected from the respiratory care devices market’s primary and secondary sources covering both decision makers and thought leaders. The respiratory care devices market research report highlights such key areas assisting businesses operating in the respiratory care devices market to build better growth strategies.

Industry News

A new study of nearly 10 million ambulatory hospital visits in the United States has found that almost 12% of patients with acute breathing infections had orally or injected steroids administered, and this questionable procedure is on the increase. The analytic revealed that opioid prescriptions like prednisone have almost doubled from 2007 to 2016 to treat acute respiratory ailments.

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Surgical Stapler Market Growth Insight Analysis 2020-2023

 The Global Surgical Stapler Market is expected to grow during the forecast period (2018 to 2023) at a CAGR approx. 7.2 %.

A surgical stapler is a complex mechanical medical device that has been present in the market for years and is mature in technology. Surgical staplers are used in various surgeries such as gastrointestinal, gynecologic, thoracic, and many other surgeries to remove the part of organ and tissues. This surgical stapler reduces the time of surgical procedure. The global surgical stapler market is increasing due to increasing surgical procedures, the introduction of technologically advanced surgical staplers, and growing number of bariatric and other weight loss surgeries. However, due to increasing aesthetic surgeries, breast surgeries, surgical technology, and pediatric surgical procedures, the surgical stapler market size is expected to grow in the future.  

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However, the high cost of treatment, misuse of funding, and lack of awareness are some of the factors which are expected to hamper the growth of the market during the forecast period.

Segmentation

The global surgical stapler market is segmented into types, product, application, and end-users. Based on types the surgical stapler market is segmented into disposable surgical staplers and reusable surgical staplers. On the basis of the product, the market is segmented into manual surgical staplers and powered surgical staplers. Based on application, the surgical stapler market is segmented into abdominal and pelvic surgery, general surgery, cardiac and thoracic surgery, orthopedic surgery, and other surgical applications. Based on end-user the market is segmented into hospitals, ambulatory surgical centers (ASCs), and clinics.

Regional Market Summary

The market has been segmented, by region, into the Americas, Europe, Asia-Pacific, and the Middle East and Africa. The global surgical stapler market in the Americas has further been segmented into North America and South America, with the North American market divided into the US and Canada. The European global surgical stapler market has been segmented into Western Europe and Eastern Europe. Western Europe has further been classified as Germany, France, the UK, Italy, Spain, and the rest of Western Europe. The global surgical stapler market in Asia-Pacific has been segmented into Japan, China, India, South Korea, Australia, and the rest of Asia-Pacific. The surgical stapler market in the Middle East and Africa has been segmented into the Middle East and Africa.

North America will dominate the surgical stapler market during the forecast period. Technological advancements, growing geriatric population, and rising number of surgical procedures are likely to drive the surgical stapler market during the forecast period. North America and Europe are expected to hold a major share of around 70% of the surgical stapler market during the forecast period. The European market is expected to be the second-largest market. The market growth in this region can be attributed to the increasing awareness and adoption of the advanced surgical technology. Asia-Pacific is expected to be the fastest-growing surgical stapler market during the forecast period owing to the increasing prevalence of cardiac diseases, rising investments in healthcare, increasing geriatric population, and expansions by market players in the region. Asia-Pacific is giving strong competition to the global surgical stapler market by producing cost-effective treatments that are high in demand in local as well as global markets. The market in the Middle East and Africa is expected to account for the smallest share in the global surgical stapler market due to the underdeveloped healthcare sector, lack of technical knowledge, and poor medical facilities.

Key Players

Some of the key players in the global surgical stapler market are  Ethicon. US, LLC., Cardica Inc, Smith and Nephew Plc, CONMED Corporation, Purple Surgical Inc., Welfare Medical Ltd, Reach Surgical, Grena Ltd, B.Braun Melsungen AG, Frankenman International Limited, Zimmer Biomet, Stryker, Meril Life Sciences Pvt. Ltd., Touchstone International Medical Science Co.Ltd, and Medtronic.

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Rising Production Scale Motivates Artificial Neural Network Market 2023 Growth in the Coming Years

 The global artificial neural network market is expected to grow significantly over the forecast period. It is estimated that the global artificial neural network market is expected to grow significantly during the forecast period from 2018 to 2023.

An artificial neuron network is a computational model which resembles the function and structure of the human brain’s neuron system. The emergence of artificial intelligence and increasing adoption of the artificial neural network in the healthcare sector are the major drivers for the global artificial neural market. Factors such as the increasing healthcare expenditure, growing number of hospitalizations, and increasing prevalence of chronic diseases contribute to the growth of the market. Moreover, artificial neural networks provide significant benefits in medical research which is expected to fuel the market growth during the forecast period. Furthermore, owing to the growing adoption of artificial neuron network, many companies are engaged in developing artificial neuron network-based software. For instance, MAQ software by Microsoft implements an Artificial Neural Network (ANN) to learn from the historical data and predict the future values.

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Despite the drivers, slow digitization across emerging economies and reluctance among healthcare professionals to adopt artificial intelligence-based technologies are likely to hamper the growth of the market during the assessment period.

Segmentation

The global artificial neural network market has been segmented into type, component, and application.

The market, on the basis of type, has been segmented into feedback artificial neural network, feedforward artificial neural network, and others.

The market, by component, has been segmented into software, services, and platform.

The global artificial neural network market, by application, has been segmented into clinical diagnosis and prognostics, image analysis and interpretation, bioelectric signal analysis and interpretation, drug development, and others.

The market has been segmented, by region, into the Americas, Europe, Asia-Pacific, and the Middle East & Africa. The artificial neural network market in the Americas has further been segmented into North America and South America, with the North American market divided into the US and Canada.

The European artificial neural network market has been segmented into Western Europe and Eastern Europe. Western Europe has further been classified as Germany, France, the UK, Italy, Spain, and the rest of Western Europe. 

The artificial neural network market in Asia-Pacific has been segmented into Japan, China, India, South Korea, Australia, and the rest of Asia-Pacific. The artificial neural network market in the Middle East & Africa has been segmented into the Middle East and Africa.

Key players

Neural Technologies Limited, SwiftKey, Starmind International AG, Afiniti, Ward Systems Group, Inc., SAP SE, NeuroDimension, Inc., Alyuda Research, LLC, Google Inc., Neuralware, Qualcomm Technologies, Inc., Intel Corporation, Microsoft Corporation, IBM Corporation, and Oracle Corporation are some of the key players in the global artificial neural network market.

Regional Market Summary

Geographically, the Americas is anticipated to dominate the global artificial neural network market owing to a well-developed healthcare sector, due to the presence of a large number of enterprises in the development of neural network technologies, and high adoption advanced technology in the healthcare sector. According to the Centers for Disease Control and Prevention, in 2015, the total national health expenditure was USD 3.2 trillion.

Europe is expected to hold the second largest position in the global artificial neural network market. The market growth in this region is attributed to the growing adoption of artificial intelligence among healthcare providers and increasing healthcare expenditure coupled with the rising prevalence of chronic diseases.

 The Asia-Pacific region is expected to exhibit the fastest growth throughout the forecast period owing to the accelerated economic growth of countries in the region and the growing need to control the increasing healthcare costs. These factors are also responsible for the emerging trend towards the digitization of patient records among healthcare organizations in this region.

The Middle East & Africa has the least share of the global artificial neural network market. However, this region is expected to have a potential growth opportunity for the artificial neural network market during the forecast period. The key factors driving the growth rate in this region include increasing technological implementations and rising healthcare investments.

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