Press Release
PathAI Announces PLUTO: a State-of-the-art Foundation Model to Enhance AI-powered Pathology Tools
–News Direct–
PathAI, a global leader in AI-powered pathology, today announced the launch of Pathology Universal Transformer (PLUTO), a pathology-centric foundation model, to further differentiate their portfolio of products geared towards biopharma and pathology laboratory customers.
In machine learning, a foundation model1 (FM) is a model trained using self-supervised learning on a large scale of unlabeled data to mathematically capture salient information from inputs to the model. Once trained, the FM can be adapted to enable specific tasks in new contexts, especially including previously unforeseen contexts and tasks.
The process of adapting a high-quality FM yields better downstream pathology tools, with lower development time and cost, than building bespoke tools from scratch. For example, a pathology FM may be adapted variously to perform cell and nucleus segmentation at microscopic scale on immunohistochemistry (IHC) slides, or to perform histological subtyping at macro-scale for H&E slides. Developing high-quality FMs is particularly important and complex in pathology where there are many different kinds of tasks at different scales of the whole slide image (WSI) data including cell, tissue, and (whole) slide levels.
PathAIs PLUTO was developed to enable this wide diversity of pathology tasks, and was trained using hundreds of millions of unlabeled image patches from about 160,000 WSIs across 30+ disease areas, numerous indications, stains, scanner types and magnification, and over 50 sources of data. To learn high-quality representations of the unlabeled training data, PathAI researchers designed a pathology-focused self-supervised training process using multi-scale, flexible deep vision transformer architectures with novel training objectives. Researchers then evaluated the quality of the resulting FM by adapting it to a wide diversity of pathology-specific tasks, and found that PathAIs FM outperforms current state-of-the-art models on (whole) slide, cellular and subcellular tasks. Additionally, PathAIs FM enables building AI-powered pathology tools at multiple scales and resolutions, and is significantly more compact than previously published models, driving massive reductions in training and inference costs, and enabling highly scalable data generation and product development.
PLUTO and its adaptations are set to power PathAIs best-in-class suite of AI products2 for diagnostic pathology labs and biopharma use. PLUTO will be adapted to develop the next generation of PathAIs best-in-class products. PLUTOs embeddings will enable prediction of underlying molecular alterations driving cancer and disease phenotypesincluding those previously hidden to AIas well as the discovery of new biomarkers and therapeutic targets.
PLUTO is meticulously designed to fuel research efforts for better diagnostic and prognostic tools across multiple disease areas. This technology will enable users to compress their pathology workflows using an exceptionally diverse, multi-resolution foundation model at significantly greater speed and a much broader scale than before, said Harsha Pokalla, Head of Machine Learning at PathAI. Our aim is to deploy this single, robust model to address a diverse range of applications and use cases within pathology and to continue developing new high performance AI tools that serve our mission to improve patient outcomes.
Footnotes
- Foundation Models are for research use only. Not for use in diagnostic procedures.
- PathAIs AI products are for research use only. Not for use in diagnostic procedures.
About PathAI
PathAI is the leading precision pathology company providing software and AI-enabled solutions to all pathologist stakeholders including laboratories, research institutions, and the biopharma industry. Rigorously trained and validated with data from more than 15 million annotations, its AI-powered models can be leveraged to optimize the analysis of pathology samples to improve efficiency and accuracy of pathology interpretation, as well as to better gauge therapeutic efficacy and accelerate drug development for complex diseases. For more information, please visit www.pathai.com.
Contact Details
SVM Public Relations and Marketing Communications
Maggie Naples
+1 401-490-9700
Company Website
View source version on newsdirect.com: https://newsdirect.com/news/pathai-announces-pluto-a-state-of-the-art-foundation-model-to-enhance-ai-powered-pathology-tools-566469242
PathAI
COMTEX_452356382/2655/2024-05-14T09:58:39
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Press Release
UVKXE Releases Anti-Scam Guide, Enhancing User Security Protections
DENVER — Recently, the globally renowned cryptocurrency trading platform UVKXE has published its latest anti-scam guide to address the escalating threats of online scams, establishing a comprehensive protective barrier for users worldwide. The guide focuses on various scamming tactics prevalent in the cryptocurrency sector, highlighting what users should be aware of during transactions and asset management, while also providing effective preventive measures.
Kevin Anderson, CEO of UVKXE, noted: “As the cryptocurrency market continues to expand, more cybercriminals are turning their attention to cryptocurrency users, developing sophisticated scam techniques. As a well-known platform in the cryptocurrency trading field, UVKXE has a responsibility to help users identify and mitigate these potential risks. Through the release of this anti-scam guide, we aim to further enhance user awareness and safeguard their digital asset security.”
The guide outlines the common characteristics of these scams, such as phishing emails that typically use UVKXE or similar official-sounding names, along with forged logos and links, to deceive users into providing their login credentials and sensitive information. It also advises users to always choose official channels when downloading applications to avoid malicious software. Furthermore, UVKXE emphasizes that the platform will never proactively request users to provide sensitive information such as passwords or verification codes in any form.
In addition to the anti-scam guide, UVKXE will launch a series of interactive activities, utilizing community forums and video tutorials to educate users about safety knowledge and help them recognize and respond to potential threats. The UVKXE security team stated that these activities will not only provide real-time updates on scams but also offer users opportunities for direct communication and inquiries.
The investment in technology and education is reflected not only in the publication of the anti-scam guide but also in daily operations and maintenance. Kevin Anderson concluded: “Every protective measure and security technology implemented by UVKXE is designed to ensure the safety of user assets. In the future, we will continue to advance this mission, providing users with safer and more convenient cryptocurrency trading services.”
Media Contact:
Company Name: UVKXE CRYPTO TECH CO.,LTD.
Company website: https://www.uvkxe.co
Contact person’s full name: Mayang
Email id: mayang@uvkxe.co
Disclaimer: This content is provided by sponsor. The statements, views and opinions expressed in this column are solely those of the content provider. The information provided in this press release is not a solicitation for investment, nor is it intended as investment advice, financial advice, or trading advice. It is strongly recommended you practice due diligence, including consultation with a professional financial advisor, before investing in or trading cryptocurrency and securities. Please conduct your own research and invest at your own risk.
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Press Release
UVKXE Clarification Statement: A Legally Compliant Trading Platform with International Accreditation
DENVER — Recently, the Securities Commission Malaysia (SC) published a list on its official website of cryptocurrency trading platforms that have not met its local registration requirements, mentioning UVKXE. UVKXE takes this matter seriously and wishes to clarify its credentials and compliance status to its users.
Global Compliance Credentials of UVKXE
UVKXE is committed to operating under legal and compliant principles, upholding a user-first core value. The platform has obtained several certifications from international authoritative regulatory bodies, including but not limited to:
U.S. MSB License
UVKXE has obtained the MSB license issued by the U.S. FinCEN. This certification represents the highest recognition by the U.S. government for financial service institutions, ensuring that UVKXE can legally conduct cryptocurrency-related business.
U.S. SEC License
As one of the few cryptocurrency trading platforms registered with the U.S. Securities and Exchange Commission (SEC), UVKXE complies with securities and investment-related legal regulations, providing users with a safer and more transparent investment environment.
Background on the Malaysian Public List
The list published by the Securities Commission Malaysia mainly targets trading platforms that have not met local registration requirements, such as Binance and Bursa Malaysia, rather than denying the platform legality. UVKXE has obtained multiple authoritative licenses internationally, and its compliance is beyond doubt. UVKXE is in communication with relevant departments to understand local specific regulations and to advance the registration process, ensuring compliance with local market requirements.
Commitment to Legal Compliance and User-Centric Values
UVKXE will use this event as an opportunity to further enhance its global compliance framework, actively adapting to regulatory environments in various countries, and providing users with more professional and diversified financial services. We sincerely thank all users for their trust and support! UVKXE promises that no matter where it operates, the platform will always adhere to the core philosophy of “user-first”, moving together with global users towards a safer, more open, and transparent new era of the digital economy.
Media Contact:
Company Name: UVKXE CRYPTO TECH CO.,LTD.
Company website: https://www.uvkxe.co
Contact person’s full name: Mayang
Email id: mayang@uvkxe.co
Disclaimer: This content is provided by sponsor. The statements, views and opinions expressed in this column are solely those of the content provider. The information provided in this press release is not a solicitation for investment, nor is it intended as investment advice, financial advice, or trading advice. It is strongly recommended you practice due diligence, including consultation with a professional financial advisor, before investing in or trading cryptocurrency and securities. Please conduct your own research and invest at your own risk.
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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
UVKXE Strengthens Security Strategy, Leading Innovations in Anti-Scam Technology for Crypto Platforms
DENVER — Recently, the globally recognized cryptocurrency trading platform UVKXE officially announced the completion of its latest security system upgrade. This upgrade significantly enhances the cybersecurity defenses of the platform and introduces cutting-edge anti-scam technologies. Through this technological update, UVKXE demonstrates its commitment to user asset security and proactive measures against potential future cyber threats.
Kevin Anderson, CEO of UVKXE, stated: “User trust is the foundation of UVKXE, and ensuring the security of user assets is always our top priority. This security system upgrade incorporates AI deep learning, real-time risk control, and efficient anomaly detection algorithms, aiming to create a safe and trustworthy trading environment for users. We will continue to optimize the security measures for user assets, ensuring that every user can trade confidently on UVKXE.”
The focus of this security system upgrade is primarily on anti-scam technologies. In response to the ever-evolving online threats and scam tactics in recent years, UVKXE has strengthened its multi-layered protective mechanisms, effectively enhancing the security and responsiveness of the system. The upgrade introduces AI-driven anti-scam technology, which intelligently analyzes user behavior through deep learning algorithms, allowing for rapid identification and isolation of suspected scamming activities. The AI anti-scam system can monitor and analyze large volumes of trading data in real time, immediately freezing any suspicious transactions or account activities to safeguard user assets.
Kevin Anderson further explained: “Traditional anti-scam methods often rely on post-event analysis, whereas the new system of UVKXE can identify risks promptly before incidents occur, taking immediate action to prevent losses.”
In terms of anomaly detection, the system of UVKXE combines the transaction histories, asset conditions, login locations, and other multidimensional data of users to accurately pinpoint potential security vulnerabilities. Through anomaly detection technology, each user login and transaction can be monitored in real time, with timely alerts prompting users to confirm actions, further enhancing the security of the platform.
Kevin Anderson concluded: “We hope every user can enjoy a secure trading experience on UVKXE. By continually optimizing our security strategies, we aim to provide a safer and more convenient cryptocurrency trading experience for our users.”
Media Contact:
Company Name: UVKXE CRYPTO TECH CO.,LTD.
Company website: https://www.uvkxe.co
Contact person’s full name: Mayang
Email id: mayang@uvkxe.co
Disclaimer: This content is provided by sponsor. The statements, views and opinions expressed in this column are solely those of the content provider. The information provided in this press release is not a solicitation for investment, nor is it intended as investment advice, financial advice, or trading advice. It is strongly recommended you practice due diligence, including consultation with a professional financial advisor, before investing in or trading cryptocurrency and securities. Please conduct your own research and invest at your own risk.
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
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