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AI-Based Medical Diagnostic Tools Market Set to Exceed USD 11.5 Billion by 2034: Global Surge in AI Start-up Funding Expands Diagnostic Systems Integration | TMR

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AI-powered diagnostic systems deliver precise and efficient diagnoses, enabling healthcare professionals to develop timely and effective treatment plans. This integration of AI extends across various diagnostic tools, including X-rays, enhancing their capabilities on a broader scale.

WILMINGTON, Del., July 17, 2024 /PRNewswire/ — The market for AI-based medical diagnostic tools accounted for US$ 1.3 billion in 2023. A CAGR of 20.8% is expected from 2024 to 2034, culminating in a market value of US$ 11.5 billion by 2034. Medical diagnostic instruments based on AI require ongoing research and development.

In addition to enhancing the efficiency of existing algorithms, this involves investigating new artificial intelligence approaches such as deep learning, reinforcement learning, and federated learning for medical applications.

AI-based diagnostic tools can empower patients by providing them with personalized health information. Smartphone apps and AI-driven health monitoring gadgets can help patients manage their health and well-being more actively.

Medical specialists and facilities are often limited in underserved or distant places, so AI-based diagnostics can be especially helpful. Through the use of portable diagnostic devices and telemedicine platforms, Artificial Intelligence can increase access to healthcare for communities that have limited access to healthcare.

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Healthcare systems are expected to incorporate AI-based diagnostic technologies as they advance in sophistication and dependability. This integration may include seamless integration with clinical decision support systems and electronic health records (EHR) in order to speed up diagnosis for healthcare practitioners.

Key Findings of the Market Report

AI-based medical diagnostic tools will be created in the market by the software segment.As consumers become more likely to suffer from cancer, demand for oncology AI-based medical diagnostics tools will increase.In 2023, diagnostic laboratories held the largest share of the market.In 2023, North America dominated the market in terms of market share.

Global AI-based Medical Diagnostic Tools Market: Growth Drivers

Increasing chronic illness prevalence and an expanding need for accurate and timely diagnosis are two contributing factors. With AI-powered diagnostic tools, health care providers can detect diseases earlier and treat them more effectively, thus improving their accuracy, efficiency, and speed of diagnosis. Diabetes, cancer, and cardiovascular diseases are a few of the chronic diseases that have increased the need for novel diagnostic methods.AI-based diagnostic tools are becoming easier to incorporate into clinical practice as electronic health records (EHRs) become more widely adopted and data access increases.AI algorithms are being assessed and trained using substantial amounts of patient data by healthcare organizations and providers. As a result, diagnostic instruments that are more reliable and beneficial therapeutically are being developed.The healthcare sector is also embracing AI-based diagnostic tools on a larger scale as regulatory agencies become more aware of its potential to improve patient outcomes and reduce healthcare costs.As a result, AI-based medical diagnostics have a lot of potential for improving the accuracy, efficiency, and personalized treatment of patients, so they’re a great fit for the future.

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AI-based Medical Diagnostic Tools Market Report Scope:

Report Coverage

Details 

Forecast Period  

2024-2034

Base Year  

2020-2022

Size in 2023

US$ 1.3 Bn

Forecast (Value) in 2034

US$ 11.5 Bn

Growth Rate (CAGR) 

20.8 %

No. of Pages 

156 Pages 

Segments covered 

By Component, By Application, By Region, By End-user

Global AI-based Medical Diagnostic Tools Market: Regional Landscape

Artificial intelligence-based medical diagnostic technologies are undergoing rapid scientific advancements in North America. AI-driven diagnostic technology is gradually being integrated into clinical operations in the area in order to improve patient outcomes and increase productivity.Regulatory agencies like Health Canada and the Food and Drug Administration (FDA) in the United States and Canada approve and oversee medical devices and diagnostic tools. The development of AI-based diagnostics in the future will be influenced by the way these regulatory bodies adapt their approval procedures to take into account the rapidly developing AI technologies while maintaining patient safety and efficacy.In North America, regulatory agencies such as the Food and Drug Administration (FDA) are essential to guaranteeing the security and efficacy of medical diagnostic devices powered by artificial intelligence (AI). To help businesses launch their products while maintaining patient safety and data security, the FDA has set guidelines for the validation and oversight of AI algorithms used in medical diagnostics. Because of this, North America continues to lead the way in AI-driven innovation in medical diagnostics, and further growth and adoption are anticipated.

Global AI-based Medical Diagnostic Tools Market: Competitive Landscape

AI-based medical diagnostic tool companies are expanding their customer bases through inorganic expansion. Brain tumors can be accurately detected by AI-based tools developed by medical diagnostic companies.

Key Players Profiled

MicrosoftNvidia CorporationMerative L.P.Alphabet Inc.Intel CorporationSiemens HealthineersGE HealthCareAdvanced Micro Devices Inc.Koninklijke Philips N.V.InformAI

Key Developments

In October 2023, Microsoft launched new data and artificial intelligence solutions for healthcare organizations to unlock insights and improve patient care.In December 2023, Nvidia launched a series of cloud APIs that accelerate AI model development and deployment for medical imaging applications. Using Nvidia’s open-source Monai framework, the new offering extends Monai with cloud-native capabilities.

Global AI-based Medical Diagnostic Tools Market: Segmentation

By Component

SoftwareServicesHardwareMemoryOthers (Network, etc.)

By Application

RadiologyCardiologyNeurologyOncologyOthers (Ophthalmology, Gynecology, etc.)

By End User

HospitalsDiagnostic LaboratoriesOthers (Ambulatory Surgical Centers, etc.)

By Region

North AmericaEuropeAsia PacificLatin AmericaMiddle East & Africa

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More Trending Reports by Transparency Market Research –

X-ray Detectors Market – The global market was worth US$ 2.5 Bn and is projected to reach a value of US$ 4.6 Bn by the end of 2031

Electronic Health Records (EHR) Market – The global market is forecasted to experience robust growth, reaching over US$ 48.3 billion by 2031, with a projected CAGR of 6.5% from 2023 onwards.

 Digital Biomarkers Market: Digital Biomarkers Market is expected to grow at a CAGR of 31.4% from 2024 to 2034 and reach US$ 43.3 Bn by the end of 2034

Clinical Data Analytics Market: Clinical Data Analytics Market is expected to grow at a CAGR of 39.7% from 2024 to 2034 and reach US$ 614.7 Bn by the end of 2034

About Transparency Market Research

Transparency Market Research, a global market research company registered at Wilmington, Delaware, United States, provides custom research and consulting services. Our exclusive blend of quantitative forecasting and trends analysis provides forward-looking insights for thousands of decision makers. Our experienced team of Analysts, Researchers, and Consultants use proprietary data sources and various tools & techniques to gather and analyses information.

Our data repository is continuously updated and revised by a team of research experts, so that it always reflects the latest trends and information. With a broad research and analysis capability, Transparency Market Research employs rigorous primary and secondary research techniques in developing distinctive data sets and research material for business reports.

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Driving Certainty Through Uncertainty: eclicktech’s Engineering Approach to Agentic AI

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XI’AN, China, May 9, 2026 /PRNewswire/ — As generative AI moves from experimentation to enterprise deployment, the industry focus is shifting from model capability to operational reliability. The challenge is no longer simply building smarter AI, but ensuring AI systems can operate safely and consistently inside complex production environments.

eclicktech recently shared its internal engineering practices around Agentic AI, highlighting how the company is applying context engineering, multi-cloud infrastructure, and layered security frameworks to support enterprise-scale AI deployment.

To support global operations across more than 230 countries and regions, eclicktech built its Cycor platform around a multi-cloud architecture integrating AWS, Google Cloud, Alibaba Cloud, Tencent Cloud, Huawei Cloud, and other providers. According to the company, this approach improves infrastructure flexibility, reduces vendor lock-in risk, and enables more efficient orchestration of large-scale Kubernetes clusters and AI workloads.

eclicktech stated that one of the key lessons from early Agent development was that prompt engineering alone was insufficient for enterprise deployment. The company therefore shifted toward context engineering — an approach focused on delivering the right information, at the right time, while optimizing limited token resources.

Its engineering framework includes six layers of context management covering active sessions, short-term memory, long-term semantic storage, knowledge graphs, operational experience, and reusable organizational skills. The system also supports proactive context injection, allowing relevant operational history and risk information to be surfaced automatically before sensitive actions are executed.

To improve inference efficiency, eclicktech introduced layered token governance and progressive tool-loading mechanisms, dynamically loading tools and information only when required. The company said this approach helped improve tool selection accuracy and reduce unnecessary token consumption during complex operational workflows.

Security remains a core requirement throughout the architecture. eclicktech’s governance framework includes namespace isolation, dry-run verification, human approval workflows, rule-based validation, and rollback mechanisms designed to reduce operational risks associated with AI-driven automation.

According to eclicktech, the next stage of enterprise AI competition will depend not only on model capability, but also on engineering reliability, infrastructure orchestration, context management, and organizational knowledge systems.

Note: Certain technical information referenced in this article is derived from eclicktech’s internal engineering practices and is provided for industry reference purposes only.

View original content:https://www.prnewswire.com/apac/news-releases/driving-certainty-through-uncertainty-eclicktechs-engineering-approach-to-agentic-ai-302767441.html

SOURCE eclicktech

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How a Unified Monetization Solution Is Driving eCPM and Revenue Growth for Casual Games Worldwide

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SINGAPORE, May 8, 2026 /PRNewswire/ — Casual, hyper-casual, and hybrid-casual games have become dominant categories in the global mobile market, making in-app advertising (IAA) a key driver of monetization success. However, many developers continue to face major challenges, including unstable fill rates, fluctuating eCPMs, difficulties balancing multiple regional markets, and the ongoing tradeoff between user experience and revenue growth.

To address these issues, zMaticoo has compiled a series of monetization case studies from leading game publishers and studios across China, Vietnam, Europe, and North America. These teams span hyper-casual, puzzle, board, card, and light-casual game categories, with DAUs ranging from millions to tens of millions. By adopting the same monetization framework, they achieved simultaneous growth in fill rate, eCPM, and ad revenue while maintaining stable user experience.

A common challenge among these teams was the shrinking monetization margin across global markets, creating an urgent need for sustainable revenue growth. At the same time, developers were cautious about over-monetization negatively impacting retention and player engagement.

To solve these challenges, zMaticoo introduced an AI-driven monetization system with full-funnel optimization capabilities. The platform connects developers directly to premium global advertiser budgets across both performance and brand advertising. AI models identify high-value traffic in real time based on region, audience, and usage scenarios, prioritizing high-eCPM demand sources. Separate bidding strategies are applied for mature and emerging markets to avoid revenue loss caused by one-size-fits-all pricing models.

The platform also provides refined ad format optimization:

Banner Ads: optimized display share and loading timing to improve SOV and stabilize eCPM;Interstitial Ads: precisely triggered during high-value moments such as level completion or pause screens, with especially strong premiums in emerging markets;Rewarded Video: deeply integrated into gameplay loops, delivering high user acceptance and conversion performance.

On the technical side, zMaticoo optimized SDK infrastructure to improve fill stability under weak network conditions. Ad loading time was reduced from five seconds to under two seconds through a rebuilt loading architecture. Progressive asset loading further minimized timeout-related drop-offs. AI-powered ad templates dynamically generated personalized creatives, improving both CTR and conversion performance.

The zMaticoo team also provides one-stop operational and analytics support. Developers can monitor fill rate, impressions, eCPM, and revenue through a unified dashboard, while dedicated optimization specialists provide 7×12 support for A/B testing, strategy iteration, and scaling guidance. The platform is deeply integrated with major mediation solutions, enabling one-time integration and multi-scenario deployment while reducing development and maintenance costs.

According to zMaticoo platform data:

In mature markets including the United States, Germany, Japan, and South Korea, banner eCPMs increased by 5%–10%, while interstitial premiums improved by over 5%;In emerging markets such as Brazil, Mexico, and Southeast Asia, interstitial eCPMs increased by more than 10%.

The monetization framework has demonstrated effectiveness across hyper-casual, puzzle, board/card, and utility app categories, supporting both rapid scale-up and long-term monetization stability.

Partner feedback includes:

“We are highly satisfied with the revenue uplift after integration. Our core products’ banner performance now ranks among the top tier.””Revenue recovered significantly after A/B testing, and we are expanding testing across more products.””One solution now supports multiple global markets without requiring separate monetization strategies for each region.””Interstitial monetization performance has been especially strong, with SOV reaching 10%–20% for several partners.”

zMaticoo believes successful monetization today is not about stacking more ad platforms, but about leveraging AI, technology, and refined operations to unlock long-term traffic value. Whether for hyper-casual publishers, puzzle game studios, or global mobile app companies, this AI-powered monetization framework is designed to deliver sustainable revenue growth while preserving user experience.

View original content:https://www.prnewswire.com/news-releases/how-a-unified-monetization-solution-is-driving-ecpm-and-revenue-growth-for-casual-games-worldwide-302767432.html

SOURCE zMaticoo

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Fox ESS Celebrates Strong Momentum with Integrated Solar Storage & Charging Solutions at Smart Energy 2026

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SYDNEY, May 9, 2026 /PRNewswire/ — Fox ESS, a global leader in renewable energy solutions, attended Smart Energy 2026 during 6-7 May as a platinum sponsor. At the event, Fox ESS showcased its next-generation approach to solar storage and EV charging solution, delivering a seamless, future-ready energy experience for homeowners and installers across Australia.

Integrated Solutions Tailored for Aussie Homes

At Smart Energy 2026, Fox ESS highlighted its storage-to-charging solution, designed to make everyday energy use more convenient for local residents. With performance-led products and proven market traction, Fox ESS is set to play its part in building a more resilient energy future for Australia.

Battery Systems

Fox ESS continues to build momentum in the battery market. Sunwiz, an Australian solar consultancy, recently reported that Fox ESS ranked No.1 in March for installation capacity. And the company also revealed it has installed more than 25,000 systems in April. During the exhibition, Sunwiz presented Fox ESS with an award, recognising the company as Top Solar Company for Fastest Growing Battery.

CQ7 V6+ High Voltage Battery (42kWh and above)
Building on Fox ESS’ proven strengths, compact design and high capacity, CQ7 V6+ is well suited to medium-sized households and ensure the free use of electricity and maximize the self-consumption.EQ4800 High Voltage Battery (28kWh)
A reliable choice for smaller households, designed for efficient day-to-day energy storage.

Alongside its battery range, Fox ESS showcased all-in-one systems, including Stackable AIO and EVO, designed to simplify installation while maintaining a high standard of design and presentation.

Inverters

Fox ESS offers a range of inverters to suit local requirements, supported by up to 200% PV oversizing and a 10-year product warranty.

Single-phase: H1‑G2 (3–6kW); KH series (7–10.5kW)Three-phase: H3 Smart (5–15kW); H3 Pro (15–29.9kW); H3 Plus (50–125kW)

EV Chargers

With EV adoption accelerating, Fox ESS also offers EV charging solutions with solar linkage, designed to work across its inverter portfolio. The chargers provide robust, smart energy management, including dynamic load balancing to help protect home circuits.

A Series (7.3kW / 11kW / 22kW): IP65 and IK08 protection, OCPP-compliant.L Series (7.3kW / 11kW): straightforward installation with multiple colour options.

Big Battery Still Takes Centre Stage

As the Cheaper Home Battery Program moves into a new phase under an updated rebate policy, interest in larger battery systems continues to grow, particularly as more households consider EV upgrades amid rising fuel costs. More EVs typically mean households need greater energy availability, making higher-capacity storage an increasingly attractive option.

Looking ahead, from 1 July 2026, the Australian Government’s Solar Sharer Offer (SSO) will provide eligible households with three hours of free daily electricity to align with peak solar generation. Households with larger batteries will be well placed to make the most of this opportunity.

Fox ESS is also working with local VPP partners, including Amber Electric and Origin Loop VPP, helping homeowners unlock maximum value while supporting greater grid stability.

Maimai Comes Alive at the Exhibition

Visitors to the Fox ESS stand experienced a full programme of brand activations across the event. Following the online announcement, Sydney served as Maimai’s first physical stop, bringing the community together for face-to-face engagement. Attendees queued to take photos with the brand’s friendly and recognisable mascot.

Long-Term Commitment to Australia

Fox ESS has opened two local offices in Melbourne and Sydney, with more than 30 dedicated specialists supporting local customer needs. The company is also looking to play a wider role in Australia’s energy transition.

Notably, Ian Thorpe made his first in-person appearance at Fox Night, where he presented partners with awards. At the event party, Fox ESS also hosted a battery installation challenge, featuring eight rounds of competition, with the final winners receiving a range of prizes.

“We’re delighted to see such a strong result following the rollout of local policy. With nearly 400,000 Australian households now installing batteries, Fox ESS has played a key role, but this is only the beginning. We’re committed to keeping momentum and helping make a smarter, more reliable energy future a reality for more homes.” said Brooks Richard Geng, APAC & Middle East Managing Director, Fox ESS.

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SOURCE Fox ESS

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