Blockchain Press Releases
AI in Pathology Market worth $49 million | MarketsandMarkets
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 – Tables
48 – Figures
265 – 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% |
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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 |
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Segments Covered |
Component, Neural Network, Application, End user |
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Geographies Covered |
North America, Europe, Asia Pacific, Latin America and Middle East and Africa |
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Report Highlights |
Updated financial information / product portfolio of players |
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Key Market Opportunities |
Shortage of skilled pathologists |
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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 space
Restraints:
- High cost of digital pathology systems
Opportunities:
- Shortage of skilled pathologists
Challenges:
- Lack of sufficient data to train the AI algorithms
Key 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.
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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.
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Blockchain Press Releases
Bybit Invests $1M in EthicHub Through Blockchain for Good Alliance to Drive Agricultural Finance for Global Farming Communities
DUBAI, UAE, Feb. 24, 2025 /PRNewswire/ — Bybit, the world’s second-largest cryptocurrency exchange by trading volume, proudly announces a $1 million impact investment in EthicHub, facilitated through the Blockchain for Good Alliance (BGA).
Since pioneering the Blockchain for Good Alliance in April 2024, Bybit has championed the use of blockchain innovations to solve real-world challenges. EthicHub, a key project supported by the BGA Incubation Programme and the Grand Social Impact Award winner at the BGA Web3 Oscar, exemplifies this vision by leveraging blockchain to drive financial inclusion and empower smallholder farmers. This investment aligns with Bybit’s commitment to leveraging blockchain technology for tangible social impact, driving financial inclusion for smallholder coffee farmers in emerging markets.
Empowering Sustainable Coffee Farming Through Ethical Finance
EthicHub is revolutionizing agricultural finance by integrating productive lending, blended finance, and market access. With this $1 million investment, Bybit will establish the “Bybit Pool”, a dedicated fund within the EthicHub ecosystem designed to provide ethical credit lines to small and medium-sized coffee farmers.
This initiative will empower farmers to break free from exploitative lending practices, improve productivity, and secure fair prices for their coffee. Additionally, it aligns with Bybit’s broader mission of bridging the gap between blockchain solutions and real-world economic transformation.
Key Highlights of the Investment Agreement:
- Exclusive Fund: Bybit’s investment will be managed exclusively within the EthicHub ecosystem, ensuring transparency and accountability.
- Sustainable Social Impact: The fund provides direct financial access to coffee farmers, fostering economic resilience in rural communities.
- Fair Financial Returns: Bybit will receive an 8% annual return over a 15-month term, demonstrating the viability of impact investing.
- Transparency & Reporting: LendingDev, EthicHub’s operator, will provide quarterly performance updates and comprehensive end-of-term reporting.
A New Era of Blockchain-Powered Social Good
Bybit’s investment exemplifies how blockchain-powered finance can drive sustainable change. Through BGA’s role in fostering strategic collaborations, this initiative paves the way for blockchain adoption in real-world economic empowerment.
“Blockchain has the power to unlock new financial opportunities for those historically excluded from traditional banking systems. Our $1 million investment in EthicHub reinforces Bybit’s dedication to using innovation for real-world impact, proving that blockchain can be both profitable and transformative,” said Helen Liu, Chief Operating Officer at Bybit.
Gabriela Chang, CSO & Co-founder of EthicHub added: “Bybit’s commitment is a game-changer for our mission. This investment will directly support smallholder coffee farmers, enabling them to increase productivity, access fair financing, and secure better market opportunities. It is an example of how blockchain can create real-world solutions for pressing global challenges.”
Case Study: EthicHub’s Impact – How Neri Ortiz Transformed His Future
For generations, smallholder coffee farmers like Neri Ortiz in Motozintla, Mexico, faced relentless challenges: unstable coffee prices, predatory lenders, and limited market access. With no financial safety net, many were forced to abandon farming altogether.
The introduction of EthicHub changed everything. By offering fair, blockchain-powered financing, EthicHub provided Neri and his cooperative with the resources to improve production, invest in sustainable farming techniques, and eliminate exploitative middlemen. For the first time, they could sell directly to specialty coffee buyers at fair market prices.
This access to ethical lending transformed not just Neri’s farm but his entire outlook. He began experimenting with quality-enhancing techniques like controlled fermentation, which boosted the value of his coffee. With newfound financial stability, he reinvested in his farm, secured better futures for his family, and began mentoring other farmers to do the same.
Bybit’s investment in EthicHub ensures that more farmers like Neri can break free from financial hardship, build resilient livelihoods, and sustain the agricultural traditions that feed global coffee markets. This is the power of blockchain-driven impact investing—real solutions for real people, transforming entire communities.
Join the Movement
Bybit invites fellow blockchain innovators and socially responsible investors to explore the possibilities of blockchain-powered impact investments. By working together, the industry can drive sustainable economic solutions that benefit both investors and underserved communities.
For more details on EthicHub’s initiatives, visit EthicHub Website.
#Bybit / #TheCryptoArk /#BGA
About Bybit
Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.
For more details about Bybit, please visit Bybit Press
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Blockchain Press Releases
Bybit Defies Odds: How the Largest Crypto Hack in History Became a Test of Resilience and Transparency
DUBAI, UAE, Feb. 23, 2025 /PRNewswire/ — In a remarkable display of resilience and professionalism, Bybit, the world’s second-largest cryptocurrency exchange by trading volume, has successfully navigated the largest hack in crypto history. On February 21, 2025, hackers stole approximately $1.5 billion in digital assets from Bybit’s Ethereum wallet, marking the biggest cryptocurrency heist ever recorded. Despite this unprecedented breach, Bybit’s swift and transparent crisis management ensured that the crypto market remained stable, with no significant price volatility.
Swift Crisis Management
Bybit’s response to the hack was marked by swift action, transparency, and professionalism. Ben took immediate ownership of the situation, addressing the community within 30 minutes via X and conducting a livestream session just one hour after the incident. This live session, which lasted over two hours, provided real-time updates and detailed explanations, ensuring that all stakeholders were informed and reassured. Bybit’s prompt and open communication effectively prevented panic and maintained trust in the exchange, setting a high standard for crisis management in the crypto industry
Throughout the crisis, Bybit’s withdrawal and product services remained uninterrupted, with clients able to access support and their respective relationship managers at all times. This seamless continuity was a testament to the team’s preparedness and efficiency, even under extreme pressure.
Industry Unity in Support of Bybit
The crypto industry rallied around Bybit, demonstrating a united front against security threats. Major exchanges blacklisted the hacker’s wallets, preventing further movement of stolen funds. This unprecedented show of unity underscores the growing maturity of the crypto sector, where competitors become allies in times of need.
Client Fund Protection
Despite the significant scale of the hack, Bybit’s 1:1 reserve guarantee ensured that client assets remained fully intact. Bybit CEO Ben Zhou reassured users that Bybit is solvent and can cover the loss, emphasizing that all client assets are backed on a one-to-one basis. This guarantee demonstrates Bybit’s financial stability and commitment to user security.
Regulatory and Law Enforcement Collaboration
Bybit worked closely with regulators and law enforcement agencies to address the hack. This collaboration not only facilitated a swift response but also set a precedent for future cooperation between the crypto industry and regulatory bodies. As the incident unfolds, further developments are expected from this front, potentially leading to enhanced security measures and regulatory frameworks.
Rapid Recovery
Bybit demonstrated remarkable resilience in the face of the crisis, processing over 350,000 withdrawal requests efficiently within 12 hours of the hack. Despite the surge in withdrawal requests, the exchange ensured that all transactions were completed without significant delays, showcasing the team’s professionalism and experience in managing critical incidents. Bybit’s operations quickly returned to normal, with client activity rebounding to pre-hack levels within 24 hours. This swift recovery underscores the trust that clients and investors have in Bybit’s crisis management capabilities, highlighting the exchange’s ability to maintain stability even in the most challenging circumstances
Bybit’s handling of the recent hack sets a new industry standard for crisis management. The exchange’s ability to turn a potentially disastrous event into a demonstration of resilience and transparency is a testament to its long-standing culture of responsibility and openness. This incident highlights not just Bybit’s operational excellence but also the growing maturity and unity of the crypto industry as a whole.
#Bybit / #TheCryptoArk
About Bybit
Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.
For more details about Bybit, please visit Bybit Press
For media inquiries, please contact: [email protected]
For updates, please follow: Bybit’s Communities and Social Media
Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube
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SINGAPORE, Feb. 23, 2025 /PRNewswire/ — In the wake of the recent $1.5 billion hack affecting a major cryptocurrency exchange, HTX hosted a live discussion on X and its Global Advisor Justin Sun addressed the growing security concerns in the cryptocurrency industry. The discussion, titled “Together Against Industry Crisis, Is There a Best Solution for the Security of the Crypto Industry?” featured insights from leading security firms SlowMist and GoPlus Security, as well as prominent KOLs.
Security: A Top Priority for HTX
Sun stressed that security is a “top priority”, demanding constant vigilance and learning. He illustrated how hacker tactics have evolved, from early hot wallet attacks to more sophisticated multi-signature wallet breaches, and declared that exchanges must continuously enhance their security protocol.
Sun emphasized that security is like personal health management, requiring internal efforts and a proactive approach. HTX has implemented multi-device login, remote login alerts, abnormal transfer alerts, and other security features, and has publicly disclosed Merkle Tree Proof of Reserve (PoR) for 28 consecutive months, maintaining reserve ratios exceeding 100%.
Sun’s Influence on Security Practices Across the Crypto Landscape
Sun’s commitment to security extends to his vision for HTX and his influential role in shaping security practices across the broader crypto landscape. He believes that the principle of security is considered fundamental to every business and product. He cited the early implementation of native multi-signature functionality in TRON as a successful example of proactive security design, demonstrating his commitment to building security into the foundation of his projects. He also highlighted the recent launch of USDD 2.0, emphasizing the deep understanding of stablecoin security risks that informed its development. “Just as exchanges should strengthen security mechanisms from the source in system design and operation, to maximize the prevention of security incidents,” Sun stated.
Sun also revealed that HTX collaborates with numerous white hat teams to conduct continuous penetration testing, security drills, and vulnerability mining. The platform actively monitors global cryptocurrency security incidents and studies hacker attack principles and methods for effective prevention.
Addressing the Situation and Industry Cooperation
Regarding the controversy surrounding CZ’s suggestion for the affected exchange to suspend withdrawals, Sun acknowledged the validity of the advice from an exchange perspective. He explained that the initial hours after a security breach are crucial for investigating the issue and ensuring safety. While suspending withdrawals is necessary to eliminate risks, the suspension period should be minimized to reduce user impact.
Sun called for closer cooperation between exchanges, security agencies, and the community to jointly address hacker threats, promote technological sharing, security innovation, and information exchange, and promote the healthy and sustainable development of the industry.
HTX’s Commitment to User Safety
HTX demonstrates its commitment to security through a proactive and continuously improving approach. The platform’s multi-faceted security strategy encompasses collaboration with leading security experts, rigorous ongoing monitoring, robust internal protocols, and a focus on enhancing multi-signature support, security alerts, and mitigating emerging threats such as hashtag scams. This comprehensive strategy reflects HTX’s dedication to safeguarding user assets and fostering a secure and reliable trading environment. This commitment was further emphasized by the specific security protocol requirements shared by Justin Sun at the February 21st Meetup in Hong Kong.
About HTX
Founded in 2013, HTX has evolved from a virtual asset exchange into a comprehensive ecosystem of blockchain businesses that span digital asset trading, financial derivatives, research, investments, incubation, and other businesses.
As a world-leading gateway to Web3, we harbor global capabilities that enable us to provide users with safe and reliable services. Our growth strategy – “Global Expansion, Thriving Ecosystem, Wealth Effect, Security & Compliance”, underpins our commitment to providing quality services and values to virtual asset enthusiasts worldwide.
For more information on HTX, please visit the HTX Square, or https://www.htx.com/, and follow X, Telegram, Discord. For further press enquiries, please contact [email protected].
Contact Details
Ruder Finn Asia
[email protected]
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