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AI in Pathology Market worth $49 million | MarketsandMarkets

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CHICAGO, July 14, 2023 /PRNewswire/ — In the near future, the AI in pathology industry is poised to revolutionize the field of diagnostics and patient care. Advancements in machine learning and computer vision technologies will enable AI algorithms to analyze pathology images with unprecedented accuracy and efficiency. Pathologists will benefit from AI-powered decision support systems that provide real-time insights, assist in complex diagnoses, and offer personalized treatment recommendations. With the ability to process vast amounts of data, AI algorithms will enhance the speed and precision of pathology workflows, leading to quicker and more accurate diagnoses. Moreover, predictive analytics capabilities will enable pathologists to anticipate disease progression and treatment outcomes, facilitating tailored interventions and improving patient outcomes. As AI continues to evolve, the integration of this technology into pathology practice will transform the way diseases are detected, diagnosed, and managed, ultimately revolutionizing healthcare delivery on a global scale.
AI in Pathology Market in terms of revenue was estimated to be worth $24 million in 2023 and is poised to reach $49 million by 2028, growing at a CAGR of 15.6% from 2023 to 2028 according to a new report by MarketsandMarkets™. Factors such as the growing digitalization of pathology, an increasing number of misdiagnosed cases and increasing infusion of AI in pathology to enhance lab efficiency are aiding the growth of this market. However, interoperability & transparency issues, the high setup and operational costs, and data privacy concerns in AI in the pathology market are expected to restrain market growth to a certain extent.
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Browse in-depth TOC on “AI in Pathology Market”248 – Tables48 – Figures265 – Pages
AI in Pathology Market Scope:
Report Coverage
Details
Market Revenue in 2023
$24 million
Estimated Value by 2028
$49 million
Growth Rate
Poised to grow at a CAGR of 15.6%
Market Size Available for
2021–2028
Forecast Period
2023–2028
Forecast Units
Value (USD Million)
Report Coverage
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Segments Covered
Component, Neural Network, Application, End user
Geographies Covered
North America, Europe, Asia Pacific, Latin America and Middle East and Africa
Report Highlights
Updated financial information / product portfolio of players
Key Market Opportunities
Shortage of skilled pathologists
Key Market Drivers
Technology advancements in deep learning have enabled a synergy with artificial intelligence (AI) in pathology space
Software segment accounted for the largest share of the AI in pathology market, By component.
Based on component, the software segment accounted for the largest share of the global AI in pathology market in 2022. The large share of this segment can be attributed to pathologists’ high adoption of AI-based software due to factors such as high adaptability and interoperability and automation of various tasks in pathology, such as image analysis, data extraction, and report generation. These driving factors are shaping the adoption and development of AI-based software for pathology, offering significant potential for advancements in disease detection, diagnosis, and treatment planning. For instance, in December 2021, F. Hoffmann-La Roche Ltd. (Switzerland) launched its artificial intelligence (AI)-based digital pathology software to help pathologists evaluate breast cancer markers such as Ki-67, ER, and PR.
The drug discovery segment is expected to witness the highest growth rate in the AI in pathology market by application.
Based on application, the AI in pathology market is segmented into drug discovery, disease diagnosis and prognosis, clinical workflow, and training & education. The drug discovery segment is estimated to grow at the highest CAGR, during the forecast period. The growth in high throughput screening and imaging, increasing use of AI that is benefitting toxicology testing for illicit drugs, rising pharmaceutical & biotechnology R&D expenditure, and the ability of AI in pathology to accelerate the development of new therapeutics, improve diagnostic accuracy, and enhance personalized medicine approaches are the major factors responsible for the large share and high growth rate of the drug discovery application segment.
North America dominated the AI in pathology market in 2022.
The global market has been segmented based on region: North America, Europe, Asia Pacific, Latin America, and Middle East & Africa. North America held the largest share of the AI in pathology market in 2022, followed by Europe and Asia Pacific. This market is also projected to grow at the highest CAGR. The large share and high growth rate of North America can be attributed to the increasing research funding and government initiatives for promoting precision medicine in the US, this region has always been at the forefront of implementing advanced technologies and integrated AI systems within the pathology labs, factors such as increasing need to enhance efficiency of labs, growing cases of misdiagnoses, rise in use of telepathology with AI advancements have also supported the growth of this market in North America.
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AI in Pathology Market Dynamics:
Drivers:
Technology advancements in deep learning have enabled a synergy with artificial intelligence (AI) in pathology spaceRestraints:
High cost of digital pathology systemsOpportunities:
Shortage of skilled pathologistsChallenges:
Lack of sufficient data to train the AI algorithmsKey Market Players:
The key players functioning in the AI in pathology market include Koninklijke Philips N.V. (Netherlands), F. Hoffmann-La Roche Ltd (Switzerland), Hologic, Inc. (US), Akoya Biosciences, Inc. (US), Aiforia Technologies Plc (Finland), Indica Labs Inc. (US), OptraScan (US), Ibex Medical Analytics Ltd. (Israel), Mindpeak GmbH (Germany), Tribun Health (France), Techcyte, Inc. (US), Deep Bio Inc. (Korea), Lumea Inc. (US), Visiopharm (Denmark), aetherAI (Taiwan), Aiosyn (Netherlands), Paige AI, Inc. (US), Proscia Inc. (US), PathAI, Inc. (US), Tempus Labs, Inc. (US), Konfoong Biotech International Co., Ltd. (China), DoMore Diagnostics AS (Norway), Verily Life Sciences, LLC (US), deepPath (US), and 4D Path Inc (US).
Recent Developments:
In April 2023, Indica Labs Inc. (US) signed an agreement with Lunit Inc. (South Korea). The agreement helped to provide a fully interoperable solution between Indica Labs’ HALO AP image management software platform and Lunit’s suite of AI pathology products.In March 2022, Ibex Medical Analytics Ltd. (Isarel) had partnered with Dedalus Group (Italy). Through this partnership, the company aimed to bring the power of artificial intelligence to digital pathology.In January 2022, Aiforia Technologies Plc (Finland) collaborated with Mayo Clinic (US). Under this collaboration, AI-powered pathology research support architecture was established at the Mayo Clinic to enable faster results and scalable studies in translational research.In December 2021, F. Hoffmann-La Roche Ltd. (Switzerland) launched its artificial intelligence (AI)-based digital pathology algorithms to help pathologists evaluate breast cancer markers such as Ki-67, ER, and PR.Get 10% Free Customization on this Report: https://www.marketsandmarkets.com/requestCustomizationNew.asp?id=86647266
AI in Pathology Market Advantages:
Improved Accuracy: AI algorithms can analyze large volumes of medical data with high precision and accuracy. They can detect subtle patterns, anomalies, and features in pathology images that might be difficult for human pathologists to identify. This leads to improved diagnostic accuracy and reduces the chances of errors.Enhanced Efficiency: AI algorithms can process pathology images at a much faster rate than humans. They can analyze and interpret large volumes of data in a fraction of the time it would take a human pathologist. This increased efficiency allows for quicker turnaround times in diagnoses, enabling faster patient treatment and management.Standardization of Diagnoses: Pathology diagnoses can sometimes be subjective, as different pathologists may interpret images differently. AI algorithms can help standardize diagnoses by providing consistent and objective assessments. This can lead to more uniform and reliable diagnoses, reducing inter-observer variability.Augmented Decision Support: AI algorithms can act as decision support tools for pathologists. They can provide relevant information, suggestions, and recommendations based on their analysis of pathology images. This assists pathologists in making more informed decisions and can help improve patient outcomes.Predictive Analytics: AI algorithms can analyze pathology data over time, identify patterns, and make predictions about disease progression, treatment response, and patient outcomes. This predictive analytics capability can aid in personalized medicine, allowing for tailored treatment plans and interventions.Education and Training: AI algorithms can be used as educational tools for pathologists in training. They can provide case examples, highlight important features, and offer guidance during the learning process. This can help improve the knowledge and skills of pathologists, especially in challenging or rare cases.Cost Reduction: By increasing efficiency and accuracy, AI in pathology has the potential to reduce healthcare costs. Faster diagnoses and optimized treatment plans can lead to better resource utilization and more effective allocation of healthcare resources.Related Reports:
High Throughput Screening Market – Global Forecasts to 2028
CRISPR Technology Market – Global Forecasts to 2028
ATP Assays Market – Global Forecasts to 2028
Cell-based assays Market – Global Forecasts to 2028
Digital Pathology Market – Global Forecasts to 2028
About MarketsandMarkets™:
MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.
The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.
Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.
To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.
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TeraBox Celebrates 2nd Anniversary of Its Massively Popular Referral Program

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Continuously expanding webmaster signups, especially in multiple regions, along with new highs in webmaster payouts, has ensured the smooth operation and continuous development of the project.
TOKYO, Sept. 21, 2024 /PRNewswire/ — TeraBox (“TeraBox” or “the Company”), a globally trusted cloud storage service headquartered in Tokyo, recently celebrated the second anniversary of its hugely popular Referral Program, a testament to the smooth operation and continuous development of the project. The number of webmaster signups, including in multiple new regions, continued to increase steadily with webmaster payouts reaching new highs.

TeraBox reveals some of its impressive Referral Program data.
TeraBox’s total number of webmasters worldwide reached over one million.The highest daily income of webmasters reached over $10,000, with the top earner making nearly $180,000.The total number of shares by all webmasters exceeds 500 million.The network of webmasters spans across the globe, including countries such as India, Indonesia, the United States, Latin America, Middle East, and South Korea. Moreover, as TeraBox’s influence continues to grow, the platform is excited to welcome many new webmasters from an expanding range of countries and regions.
TeraBox has achieved significant milestones, demonstrating its sustainable growth and increasing user impact. The journey started with the Webmaster Center launch in August 2022. Following this, several optimizations were implemented, including a self-withdrawal feature that simplified earnings management for webmasters and increased their engagement. Additionally, the Growth Analysis tool provided webmasters with valuable insights into their operational performance, enabling more effective decision-making.
As a result of these enhancements, both the number of participating webmasters and their earnings have seen remarkable increases. Looking ahead, the upcoming launch of the Webmaster App in September 2024 is set to further elevate user engagement and convenience, solidifying TeraBox’s position as an industry leader.
About TeraBox
TeraBox, developed by Flextech Inc. in Japan, is a leading global cloud storage solution. Headquartered in Tokyo, TeraBox proudly serves over 320 million users globally, providing an easy yet powerful way to store and manage data. With its generous 1TB of free storage, TeraBox ensures that your files are safe, secure, and accessible from anywhere. As a secure, reliable, and convenient service, TeraBox is certified with ISO 27001, ISO 27701, and ISO 27018, offering individual users around the world the opportunity to register for 1TB (1024GB) of free storage.
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Huawei Cloud: One Step to Intelligence, One Leap to Excellence

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SHANGHAI, Sept. 20, 2024 /PRNewswire/ — During HUAWEI CONNECT 2024, Huawei Cloud hosted a Summit themed “One Step to Intelligence, One Leap to Excellence”, gathering global industry leaders to explore the intelligent transformation trend, share pioneering cases, and assist customers in their journey to cloud-based operational excellence. At the summit, Huawei Cloud and global customers, unveiled the Data Center-to-Cloud solution and the PRIME Framework white paper.

Jacqueline Shi, President of Huawei Cloud Global Marketing and Sales Service, said: “Customers’ support enables us to innovate with finance, retail, autonomous driving, the Internet and many other sectors. By combining cutting-edge technologies with industry know-how, Huawei Cloud paves your way to digital and intelligence.”
Kevin Gao, President of Huawei Cloud Public Cloud Business, presented a keynote speech “One Step to Intelligence, One Leap to Excellence”. He outlined three critical factors for accelerating cloud migration and AI use: global infrastructure, continuous technological innovation, and lean operations.
In terms of global infrastructure, Huawei Cloud’s global infrastructure, KooVerse, offers extensive coverage, exceptional experience, and excellent quality. With 33 Regions and 93 Availability Zones (AZs) worldwide, Huawei Cloud supports over 10,000 customers in achieving business globalization. Huawei Cloud has interconnected with over 2,400 peers of global carriers, ensuring one hop to cloud and global business deployment for customers. Huawei Cloud data centers achieve Tier IV reliability.
Technological innovation is at the heart of Huawei Cloud’s mission to accelerate enterprise transformation. At this summit, three key areas were highlighted: compute upgrade, data-AI convergence, and application innovation.
The Data Center-to-Cloud solution released by Gao offers data center facilities, intelligent O&M, and DCN as a service, allowing customers to easily relocate and run dedicated compute resources on Huawei Cloud.
Huawei Cloud’s Ascend AI Cloud Service enables training jobs to run non-stop up to 40 days, shortens the fault recovery time to 10 minutes, and increases the linear scalability to 90% (the industry average are 2.8 days, 60 minutes, and 80%, respectively).
Huawei Cloud’s deterministic operations system has been adopted by over 300 global customers, maintaining a strong security record with zero intrusions and zero data breaches. 
DeFacto from Türkiye leverages Huawei Cloud’s cloud native solution with Cloud Container Engine (CCE) and streamlines their services.
Huawei Cloud helps Chery to deploy, use, and manage the cloud. Currently, Huawei Cloud nodes in more than 10 countries and regions are providing services for Chery.
NavInfo has adopted Huawei Cloud’s R&D expertise and CodeArts software development pipeline to establish efficient development management standards and efficiency measurement systems.
Kingsoft and Huawei Cloud have collaboratively developed an excellence framework to optimize cost management.
Tencent Music’s Tianqin Lab has developed the MUSELight AI model acceleration framework, utilizing Huawei Cloud’s Ascend AI Cloud Service.
At the end of the summit, Huawei Cloud and global customers jointly released the Enterprise Excellence PRIME Model White Paper. This white paper offers a reference framework for enterprises to leap to excellence with digital and intelligent technologies.
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Autonomous Mobile Robots (AMR) Market to cross $10 Billion TAM with around 500K AMRs shipment by 2030 – LogisticsIQ

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NEW DELHI, Sept. 20, 2024 /PRNewswire/ — The global Autonomous Mobile Robots (AMRs) market is poised for significant growth, driven by increasing demand for automation across various sectors, including logistics, manufacturing, and healthcare. According to the latest market research by LogisticsIQ (5th Edition), Autonomous Mobile Robots (AMR) Market to cross $10 Billion TAM by 2030 with a CAGR of ~30% between 2024 and 2030. We expect the installed base of AMRs to reach 2 million units in 2030.

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Key Market Drivers
Increased Efficiency: Businesses are rapidly adopting AMRs to enhance operational efficiency, reduce labour costs, and streamline workflows.Labor Shortages: The ongoing labour shortages in various industries have accelerated the need for automated solutions, making AMRs a crucial investment for companies.Technological Advancements: Innovations in artificial intelligence (AI), machine learning, and sensor technology are making AMRs more capable and reliable.Growing E-Commerce: The rise of e-commerce has created a demand for efficient warehouse management solutions, further boosting the AMR market.Regional Insights
North America leads the AMR market, accounting for the largest share due to the early adoption of automation technologies. Meanwhile, the Asia-Pacific region, especially China is expected to witness the fastest growth, fuelled by rapid industrialization and increasing investments in smart factories. US and China are going to contribute ~40% of this market by 2030.
Industry Applications
Autonomous mobile robots are being utilized in various applications, including:
Warehouse Automation: AMRs enhance inventory management and order fulfillment processes. This industry is expected to lead with more than 75% share by 2030.Manufacturing: Robots facilitate material handling and assembly line operations. Traditionally, it has been dominated by AGVs but are getting replaced by AMRs due to more flexibility and scalability features.Healthcare: AMRs assist in transporting medical supplies, improving patient care and operational efficiency. It is a niche market but high growing area to focus further.Purchase the full report on the Autonomous Mobile Robots Market – Growth, Trends, and Forecast
Top Factors & Challenges in the Autonomous Mobile Robots Market
Top Factors Driving Growth
Increased Demand for Automation: Businesses across industries are increasingly seeking automation to enhance efficiency and reduce operational costs.Technological Advancements: Innovations in AI, machine learning, and sensor technologies improve the capabilities and reliability of AMRs, making them more attractive to businesses.Labor Shortages: Ongoing labour shortages, especially in sectors like logistics and manufacturing, are pushing companies to adopt AMRs to maintain productivity.Growth of E-Commerce: The surge in online shopping requires efficient warehouse and logistics solutions, driving the adoption of AMRs for inventory management and order fulfillment.Improved Safety Standards: AMRs can reduce workplace accidents by taking over hazardous tasks, leading to safer working environments.Customization and Scalability: Many AMR solutions offer customizable features that allow businesses to scale operations according to their specific needs.Top Challenges
High Initial Costs: The upfront investment for AMRs can be substantial, which may deter smaller businesses from adoption.Integration with Existing Systems: Integrating AMRs into current operational workflows and legacy systems can be complex and resource-intensive.Regulatory Compliance: Navigating regulatory requirements and safety standards can pose challenges, especially in highly regulated industries.Limited Awareness and Understanding: Some businesses may lack knowledge about AMR technology and its potential benefits, hindering adoption.Technical Limitations: While technology is advancing, AMRs may still struggle with navigating complex environments or handling unexpected obstacles.Cybersecurity Concerns: As AMRs become more connected, they may be vulnerable to cybersecurity threats, requiring robust security measures.Know more about Autonomous Mobile Robots Market – Top Players, Cost Analysis, Competition, and Customer Expectation
What will you get in this report?
500 Pages and 160+ Exhibits Market ReportRevenue and Shipment data segmented:By form factor (Deck-load, Tugger/Pull, Forklift)By Navigation (Tape/Wire/Magnet, Reflector, QR Codes, LiDAR, Camera, Sensor, Fusion)By Function (Goods to person (G2P), Person to Goods (P2G), Conveying, Piece picking, Towing, Pallet Handling)By Application (Manufacturing, Logistics and Warehousing, Shipping, Delivery, Cleaning, Security, Hospital, Retail)Detailed excel file with 150+ market tables (Revenue and Shipment) including forecast till 2030A bottom-up analysis of Autonomous Mobile Robots Market for 19 countries (United States, Canada, Germany, UK, France, Italy, Spain, Nordics, China, Japan, South Korea, Australia, India, Taiwan, Thailand, Malaysia, Singapore, Indonesia, Phillippines) in 5 regionsIn-depth analysis of 700 companies in the ecosystem with more than 160 company profiles.Focus Group Discussion with 100+ key industry stakeholders across the value chain to collect the first-hand information to validate our analysis. Stakeholders include components and technology providers, system integrators, robot manufacturers (OEM/ODM), robotic software & service providers, and end-user industry verticals. Apart this, study also focuses on different components and integral parts of Autonomous Mobile Robots like Motion Control, Batteries & Chargers, Cameras / Vision Sensor, LiDAR, Sensor Fusion, QR Code and Wireless Communication.2 Analyst Sessions to brainstorm furtherInvestment details excel file with 175+ M&A and ~1000 funding dealsLogisticsIQ™ Exclusive Market Map (700+ Players across more than 15 categories)About LogisticsIQ
LogisticsIQ is a dedicated market research and advisory firm in Logistics & Supply Chain sector, empowering decision makers from top fortune 1000 companies, financial and research institutions, private equity and high potential start-ups with market insights to make better decisions. We enable this by analysing the right mix of the best data, the best research methodologies, and the best industry panel to deliver value to our clients.
Media Contact
Name: Sunny M.Email: [email protected]: +91-952-918-4938 
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