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NLP in Healthcare & Life Sciences Market worth $11.8 billion by 2028 – Exclusive Report by MarketsandMarkets™

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CHICAGO, Nov. 30, 2023 /PRNewswire/ — Improved clinical decision support, increased interoperability, real-time language translation, and patient-centric applications are the future of natural language processing (NLP) in healthcare. Key themes that highlight the necessity of responsible deployment and respect to regulatory norms include predictive analytics, ethical considerations, continuous learning, and growing use in telehealth. 

The global NLP in Healthcare & Life Sciences Market is projected to grow from USD 2.7 billion in 2023 to USD 11.8 billion by 2028, at a CAGR of 34.4% during the forecast period, according to a new report by MarketsandMarkets™. NLP transforms healthcare by decoding text data, empowering efficient patient care. It aids healthcare staff in decision-making, medication management, and precise record-keeping by smartly analyzing medical information. NLP fosters evidence-based practices and encourages patient involvement in their healthcare journey. Its growth signifies improved treatments, streamlined workflows for healthcare professionals, and a more informed patient community. This symbiotic relationship between technology and healthcare promises a brighter, more accessible future in the medical landscape.
Browse in-depth TOC on “NLP in Healthcare & Life Sciences Market”
346 – Tables64 – Figures360 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2018–2028
Base year considered
2022
Forecast period
2023–2028
Forecast units
USD Billion
Segments Covered
Offering, NLP Type, NLP Technique, Application, End Users, and Region
Geographies covered
North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America
Companies covered
IBM (US), Microsoft (US), Google (US), AWS (US), IQVIA (US), Oracle Corporation (US), Inovalon(US), Dolbey and Company (US), Averbis (Germany), SAS Institute (US), 3M (US), Press Ganey (US), Ellipsis Health (US), Centene Corporation (US), Lexalytics (US), Caption Health (US), Clinithink (US), Hewlett Packard Enterprise (US), Oncora Medical (US), Flatiron Health (US), Apixio (US), Edifecs (US), John Snow Labs (US), ITRex Group (US),  Forsee Medical (US), Gnani.ai (India), Notable (US), Biofourmis (US), Suki (US), Wave Health Technologies (US), Corti (Denmark), CloudMedx (US), MedlnReal (Netherlands), Emtelligent (Canada), Enlitic (US), and Deep 6 AI (US)
Text Classification to hold the largest market size during the forecast period.
Text classification in NLP in Healthcare & Life Sciences Market categorizes medical data, organizing it into meaningful groups such as diagnoses, symptoms, or treatments. This systematic sorting enables swift data analysis, aiding in decision-making processes for healthcare professionals. It automates administrative tasks, swiftly flags critical information, and uncovers patterns crucial for predictive analytics and research insights. By efficiently structuring information, text classification optimizes workflows, enhances clinical decision support systems, and accelerates research efforts. This streamlined approach expedites diagnoses, treatments, and discoveries, serving as a catalyst for improved patient care and advancements in healthcare practices.
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Solutions Segment to account for the largest market share during the forecast period.
NLP solutions in Healthcare & Life sciences revolutionize data management, diagnosis, and patient interaction. These solutions streamline clinical documentation, extracting insights from unstructured data such as patient records and medical literature. It aids in precision medicine by analyzing genetic data and identifying tailored treatments. NLP powers chatbots and virtual assistants, improving patient engagement and support. Additionally, it accelerates drug discovery processes by mining vast scientific literature for patterns and insights. Ethical considerations, including privacy and bias, remain focal points in deploying NLP solutions, ensuring responsible and effective integration into these critical sectors.
Asia Pacific to exhibit the highest CAGR during the forecast period.
The CAGR of Asia Pacific is estimated to be highest during the forecast period. The advanced and dynamic adoption of new technologies has made Asia Pacific the fastest-growing economic region. The healthcare industry in this region has gained momentum with increased AI and ML spending. Governments across this region are taking various initiatives to implement AI in businesses. The region is hence expected to witness a noticeable growth in the adoption of NLP technologies, enabling healthcare providers to automate administrative workflows, invest more time in inpatient care, and improve the patient experience using real-time data. By applying NLP technologies, healthcare organizations optimize the manual review of unstructured text within medical records to uncover clinical insights.
Top Key Companies in NLP in Healthcare & Life Sciences Market:
Major vendors in the global NLP in Healthcare & Life Sciences Market are IBM (US), Microsoft (US), Google (US), AWS (US), IQVIA (US), Oracle Corporation (US), Inovalon(US), Dolbey and Company (US), Averbis (Germany), SAS Institute (US), 3M (US), Press Ganey (US), Ellipsis Health (US), Centene Corporation (US), Lexalytics (US), Caption Health (US), Clinithink (US), Hewlett Packard Enterprise (US), Oncora Medical (US), Flatiron Health (US), Apixio (US), Edifecs (US), John Snow Labs (US), ITRex Group (US),  Forsee Medical (US), Gnani.ai (India), Notable (US), Biofourmis (US), Suki (US), Wave Health Technologies (US), Corti (Denmark), CloudMedx (US), MedlnReal (Netherlands), Emtelligent (Canada), Enlitic (US), and Deep 6 AI (US).
Recent Developments:
In October 2023, Inovalon collaborated with AWS to develop AI/ML solutions for the healthcare industry. The initial focus will be on risk adjustment, but the collaboration is expected to expand to other areas, such as disease management, population health, and clinical decision support. The goal of the collaboration is to improve patient outcomes and reduce costs.In September 2023, Apollo Hospitals announced an extended partnership with Google Cloud to make healthcare accessible to every Indian through its digital platform, Apollo 24|7. The partnership involved the development of a Clinical Intelligence Engine (CIE) using Google Cloud’s Vertex AI and generative AI models. Apollo Hospitals is also considering the use of Med-PaLM 2, a Google-developed LLM capable of responding to medical queries and generating clinical text summaries, further enhancing healthcare services.In August 2023, Oracle partnered with TeleVox to provide cloud-based patient engagement solutions to healthcare organizations. This partnership would combine TeleVox’s expertise in patient engagement with Oracle Cloud Infrastructure’s (OCI) scalability, security, and reliability.In April 2023, Moderna signed an agreement with IBM to harness quantum computing and artificial intelligence for mRNA research, with the goal of accelerating scientific advancements in mRNA therapeutics and vaccines. This agreement aims to explore cutting-edge technologies to potentially revolutionize healthcare and biotechnology by leveraging data-driven insights and innovative solutions.In March 2023, Syneos Health announced a multi-year partnership with Microsoft to use its platform for deploying artificial intelligence (AI) in its clinical trials and commercial programs.Inquire Before Buying@ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=131821021
NLP in Healthcare & Life Sciences Market Advantages:
Efficiency: By automatically extracting pertinent information from unstructured clinical notes, natural language processing (NLP) can expedite the clinical recording process and save time and effort when manually entering data.Accuracy: Automated documentation promotes more thorough and accurate patient records by reducing errors.Analysing large volumes of clinical data, natural language processing (NLP) can offer healthcare practitioners insightful information that reinforces evidence-based decision-making.Alerts and Notifications: Natural Language Processing (NLP) systems has the ability to produce alerts and notifications that inform healthcare practitioners about possible problems, like missing diagnostic criteria or drug interactions.Chatbots and virtual assistants: Equipped with natural language processing (NLP), these AI tools may converse with patients, respond to their questions, and offer guidance, all of which contribute to a better patient experience.Language Understanding: Natural language processing (NLP) enables systems to comprehend and react to natural language inquiries, facilitating patient-provider communication and the retrieval of pertinent information.Risk assessment: By analysing patient data to find trends and gauge a patient’s chance of contracting a particular illness, natural language processing (NLP) algorithms make it possible to take preventative measures.Early Detection: Natural Language Processing (NLP) can help identify diseases early on and may even enhance the effectiveness of treatment by analysing vast amounts of data.Report Objectives
To define, describe, and predict the NLP in the Healthcare & Life sciences market by offering (solutions and services), NLP type, application, NLP technique, end users, and regionTo provide detailed information about major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growthTo analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leadersTo forecast the market size of segments with respect to five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin AmericaTo profile key players and comprehensively analyze their market rankings and core competenciesTo analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the NLP in the Healthcare & Life sciences marketBrowse Adjacent Markets: Artificial Intelligence (AI) Market Research Reports & Consulting
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About MarketsandMarkets™
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Two thirds of PR Pros can’t prove their work helps their business or client: CoverageBook

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Just 1 in 3 PRs track the commercial impact of their work – while 66% are focused on driving high volumes of coverage31% of PRs have seen budgets cut in the last year, but a staggering 50% of those respondents believe this would have been less likely if they could better prove commercial relevanceNew free tool ‘CoverageImpact’ helps PRs prove the value of their work and bridge this disconnectLONDON, Feb. 22, 2024 /PRNewswire/ — PR may talk the talk when it comes to boardroom relevance, but it’s failing to walk the walk. New research from CoverageBook, the leading PR industry reporting platform, shows that just one third of PR pros align their activity with commercial goals. The survey of over 350 senior PR and marketing professionals reveals a significant disconnect between how the PR industry measures and reports on activity and what senior leaders and budget holders expect to see. 

This research comes at a time when clients are putting increased scrutiny on PR teams to demonstrate impact. While the industry is finally putting outdated metrics like AVE (used by just 7% of respondents) to bed – there’s no consensus on how to prove the value of PR and communications.
To help build that consensus and allow every PR to prove the value of their work, CoverageBook is launching CoverageImpact, a revolutionary free tool designed to simplify PR reporting and impact measurement. The tool aims to bridge the gap between PR professionals’ activities and their clients’ commercial goals, ensuring that there’s no disconnect between agency and client or within a business.
This is particularly important as less than half of PR professionals currently consider new biz and sales when measuring the impact of their work – just 41% of UK respondents and 34% of US respondents take the new business/sales pipeline into account. These numbers drop significantly when asked about investment generation – 14% of UK respondents and 13% of US respondents. 
So what are they measuring? Well unsurprisingly, the focus is on outputs and audience, with 96% citing target audience as a key measurement criteria and 66% high volumes of coverage. 
Lack of commercial proof has a financial impact
The result of all this lack of commercial certainty? Unfortunately, it’s budget cuts. When asked about their 2023 budgets, 31% of all respondents said they had seen cuts (33% agencies, and 22% in-house).
Unsurprisingly, 50% of those respondents believe this would have been less likely if they could better prove commercial relevance. Breaking that figure down clearly shows the correlation between impact proof and budget decisions, with 75% of agency respondents and 25% of in-house respondents in the UK agreeing with that statement, alongside 79% of agency respondents and 21% of in-house respondents in the USA. 
Commenting on the findings, Alastair McCapra, CIPR CEO said: “These findings show how PR practitioners are putting more time into measurement and evaluation, but the lack of a common approach is costing us credibility. With one in three PR budgets being cut and a sluggish economy, we need to be more effective than ever in telling our story, and communicating the impact and value of our work.” 
When asked about the biggest challenges they face in measurement, 54% of all respondents cited a lack of a universal measurement framework, while 52% mentioned a lack of measurement tools. These findings underscore the urgent need for tools that simplify measurement and reporting, making it easier for PR professionals to demonstrate the value of their work.
Introducing CoverageImpact
CoverageImpact, developed by the creators of CoverageBook and Answer The Public, offers a simple solution for turning coverage tracker spreadsheets into visually appealing ‘coverage over time’ graphics. With CoverageImpact, users can easily add impact data to their reports without the need for complex pivot tables or data visualisation skills. The tool is compatible with popular PR tools such as Excel, Google Sheets, Cision, MuckRack, TalkWalker, Meltwater, and CoverageBook, making it accessible to PR professionals worldwide.
“The truth is everybody needs to level up on telling the story of their impact; how their work correlates to organisational impact – the stuff leadership and boards actually care about. We know this is happening in small pockets, there are some case studies of PR measurement already,” said Gary Preston, CEO & Co Founder at CoverageBook. “But only a few can afford dedicated teams with Python, Excel & Data viz skills to do the job. Our aim is to democratise PR measurement for everyone to start having credible impact stories.”
In addition to simplifying reporting, the tool is designed to help PR practitioners start credible conversations with senior business leaders and budget holders, create graphs that support strategic decision-making, and save time in generating reports.
To try out CoverageImpact, visit – https://coverageimpact.com/ 

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Travel and Expense Management Software Market Size to Grow USD 15.7 Billion by 2032 at a CAGR of 18.3% | Valuates Reports

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BANGALORE, India, Feb. 22, 2024 /PRNewswire/ — Travel and Expense Management Software Market Size, Share, Competitive Landscape and Trend Analysis Report by Deployment Type (On-premise, Cloud), by Organization Size (Large Enterprises, Small and Medium-sized Enterprises), by Industry Vertical (IT and Telecom, BFSI, Manufacturing, Public Sector, Healthcare, Others): Global Opportunity Analysis and Industry Forecast, 2023-2032.

The global travel and expense management software market was valued at USD 3 Billion in 2022, and is projected to reach USD 15.7 Billion by 2032, growing at a CAGR of 18.3% from 2023 to 2032.
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Major Factors Driving the Growth of Travel and Expense Management Software Market
The market for travel and expenditure management software is expanding due in large part to companies’ growing use of digital solutions to automate and streamline their travel and expense management procedures, which boost productivity and cut expenses. Further propelling the market development are the growing requirement for real-time visibility and control over spending, the necessity of regulatory compliance, and the increasing globalization of companies. Additionally, the incorporation of cutting-edge technologies like artificial intelligence (AI), machine learning, and data analytics into these software programmes is propelling market expansion by providing improved user experiences, predictive capabilities, and insights.
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TRENDS INFLUENCING THE GROWTH OF THE GLOBAL TRAVEL AND EXPENSE MANAGEMENT SOFTWARE MARKET:
The global increase in corporate travel activities is a major factor driving the growth of the travel and expense management software market. Businesses are sending more staff on business trips, conferences, and customer meetings as a result of globalization and growing corporate operations. Organizations are adopting travel and expenditure management software solutions to simplify procedures, track spending in real-time, and guarantee compliance with corporate regulations as a result of the spike in corporate travel, which makes effective administration of travel expenses necessary.
Businesses in a variety of sectors are looking for solutions to streamline and automate their spending and travel management procedures in order to increase productivity and cut expenses. Travel & Expense Management Software reduces mistakes and eliminates human data entry duties with features including automatic receipt scanning, automated expense report production, and connectivity with accounting systems.
Accurate tracking and reporting of travel costs is mandated by strict business rules and regulatory regulations. Through the use of travel and expense management software, businesses may make sure that workers follow company policy on spending limits, prompt approval of charges, and tax compliance. The capacity of these software solutions to uphold compliance requirements and enforce policy adherence is what propels their acceptance by companies of all sizes.
Having real-time insight into spending trends and travel expenditures is essential for efficient money management and budgetary selection. Travel and Expense Management Software gives businesses centralized platforms to manage expenditure, keep an eye on bills, and instantly analyze spending patterns. The demand is driven by this real-time insight, which enables firms to find cost-saving possibilities, make educated decisions, and reduce financial risks.
Travel and expense management software is starting to need integration capabilities with current business systems, such as ERP (business Resource Planning) and HR (Human Resources) systems. Processes are streamlined, data accuracy is improved, and data synchronization across various business operations is made possible through seamless integration. Adoption of software solutions with strong integration capabilities is fueled by organizations’ preference for integrated solutions that can combine travel and cost data with other financial and operational data.
The importance of data analytics and reporting tools in travel and expense management software is growing. Companies need to know about vendor performance, policy compliance, and travel expenditure trends in order to drive strategic decision-making and maximize costs. Organizations are able to get meaningful insights from travel and spending data by utilizing advanced analytics tools that are integrated into these software packages. These tools include predictive analytics, data visualization capabilities, and customisable reporting dashboards.
The increasing popularity of cloud-based travel and expense management software can be attributed to advantages including cost-effectiveness, scalability, and flexibility. By doing away with the requirement for on-premises infrastructure, cloud-based solutions enable businesses to access software from any place or device that has an internet connection. Small and medium-sized businesses (SMEs) find cloud-based solutions especially appealing due to their scalability and accessibility.
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TRAVEL AND EXPENSE MANAGEMENT SOFTWARE MARKET SHARE ANALYSIS
In 2022, the market was led by the cloud segment based on deployment mode. This may be ascribed to the rise in developments in cloud-based infrastructure, as cloud technology offers a number of advantages including easy access to diverse apps from far-off locations, virtual reservations, and other creative solutions.
In 2022, the travel and expenditure management software market was dominated by North America. This is explained by the region’s rapid adoption of cloud-based technology. On the other hand, the Asia-Pacific area is growing faster. This is explained by the rise in small-, medium-, and large-scale technological companies in the area.
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Key Players:
AvidXchange IncorporatedORACLE CORPORATIONKDSInterplx IncApptricity Corp.ExpensifyTripActionsSAP ConcurCoupa Software Inc8commonPurchase Chapters:
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Automating Efficiency: Saudi Arabia Warehouse Automation Market Gears Up for 14.2% CAGR, Driven by E-commerce Boom and Vision 2030: Ken Research

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GURUGRAM, India, Feb. 22, 2024 /PRNewswire/ — The Kingdom of Saudi Arabia’s warehouse automation market is on a trajectory for exponential growth, fueled by a surging e-commerce sector and ambitious national goals outlined in Vision 2030. Ken Research’s comprehensive report, Saudi Arabia Warehouse Automation Market Outlook to 2028: Automating the Path to Progress, sheds light on this dynamic market, poised for a remarkable 14.2% CAGR in the coming years. This press release summarizes the key findings and offers valuable insights for investors, logistics companies, and technology providers seeking to capitalize on this flourishing landscape. 

Market Overview: 
Several key factors are propelling the Saudi Arabian warehouse automation market towards a bright future: 
E-commerce Boom: The exponential growth of e-commerce is driving demand for efficient and high-throughput warehouse operations, necessitating automation solutions. Vision 2030: The government’s ambitious Vision 2030 plan emphasizes logistics sector development, creating a conducive environment for automation adoption. Rising Labor Costs: Increasing labor costs are prompting companies to seek automation solutions for cost-efficiency and productivity gains. Increased Demand for Storage: Growing population and economic diversification are leading to higher storage requirements, making automation crucial for efficient space utilization. Interested to Know More about this Report, Request a Free Sample Report
Segmentation Spotlight: 
Ken Research provides a detailed segmentation of the market, allowing you to pinpoint your target audience effectively: 
By Technology: Automated Storage and Retrieval Systems (ASRS) dominate the market, followed by Automated Guided Vehicles (AGVs) and robots. By Application: E-commerce and retail sectors are the primary adopters, followed by manufacturing, healthcare, and automotive industries. By Solution Provider: Global players like Honeywell, Siemens, and Vanderlande compete alongside regional players like Fawaz Refrigeration and Nesma & Partners Contracting Company. Competitive Landscape: 
The market features a mix of established players and emerging entrants: 
Global players: Honeywell, Siemens, Vanderlande, Swisslog, and Knapp. Regional players: Fawaz Refrigeration, Nesma & Partners Contracting Company, Abdullah Hashim Abunayyan Trading Company, and Al-Obeikan Group. Start-ups: Innovative start-ups are offering customized and cost-effective automation solutions. Recent Developments: 
Investment in automation: Major logistics companies and government entities are investing heavily in warehouse automation solutions. Focus on cloud-based solutions: Cloud-based warehouse management systems (WMS) are gaining traction for improved scalability and flexibility. Adoption of collaborative robots (cobots): Cobots are increasingly used for tasks requiring human-robot collaboration. Visit this Link :- Request for custom report
Future Outlook: 
The Saudi Arabian warehouse automation market is expected to witness exciting developments in the coming years: 
Growing demand for advanced technologies: Technologies like artificial intelligence (AI) and machine learning (ML) will be integrated for optimized operations. Rise of integrated solutions: Integrated automation solutions encompassing hardware, software, and services will gain popularity. Focus on sustainability: Environmentally friendly automation solutions will be increasingly sought after. Challenges to Address: 
Despite its promising future, the market faces some hurdles: 
High initial investment costs: The upfront costs of automation implementation can be a barrier for some companies. Lack of skilled workforce: Training and upskilling the workforce to operate and maintain automated systems is crucial. Data security concerns: Addressing data security concerns associated with connected automation systems is essential. Why This Report Matters: 
This report empowers various stakeholders to navigate the Saudi Arabian warehouse automation market: 
Investors: Identify lucrative investment opportunities across different technologies and segments. Logistics companies: Gain insights into emerging trends, optimize their operations, and improve efficiency. Technology providers: Tailor their offerings to meet specific market needs and expand their reach. Government entities: Formulate policies that support market growth and achieve Vision 2030 goals. Request free 30 minutes analyst call
Taxonomy
By Product Category
Semi-AutomatedFully AutomatedBy Product Component
Conveyor System/ Sortation SystemAutomated Storage & Retrieval SystemWarehouse Management SystemAMR/AGVOthers (Pick-to-Light and Put-to-Light Systems and automated packaging: wedging, volume reduction, personalization and more)Automatic Identification and Data Capture (AIDC)By Automated Technology
HardwareSoftwareBy End-User
E-CommerceRetail (Supermarkets, Hypermarket, Consumer Durables & More)3PL/LogisticsOthers (Health & Beauty, Pharma, Furnishing)For More Insights On Market Intelligence, Refer To The Link Below: –
Saudi Arabia Warehouse Automation Market
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Rise in cross-border shopping, with 58% of online purchases made from overseas vendors due to reliable shipping methods, and favorable pricing are the key drivers of e-commerce in the country. The growth of e-commerce in the UAE will boost the demand for packaging materials, especially tapes which are manufactured via MDO PET Films.
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Future market size for UAE Movers set for substantial growth from 2022 to 2028. Launch of over 10,000 new townhouses and villas in May 2022, with handover expected by 2025, indicating a surge in property developments and increased demand for moving services. Ongoing urban development projects, including new residential communities and commercial centers, anticipated to boost the demand for professional movers.
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According to Ken Research estimates, the Market Size of South Korea Warehousing has shown increasing trend from 2019 to 2022. South Korea’s strategic location as a gateway between Europe, Asia, and Africa makes it an attractive hub for trade. The country has been actively promoting foreign trade and industrialization, attracting international companies to set up manufacturing facilities and distribution centers. This leads to an increased demand for warehousing services to support import, export, and local supply chains.
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