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New artificial intelligence tech allows for digital mapping of tumours

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Scientists from Northwestern University’s Feinberg School of Medicine have developed a tool using artificial intelligence (AI) that may be integral to the future of lung cancer screening and treatment.

A study published in the journal npj Precision Oncology investigated the potential of the new device.

The device is called iSeg, named for its ability to perform tumour segmentation either online or through mapping. Traditional tumour segmentation is a complex process that challenges doctors. It often requires multiple appointments, repeated scans, and long wait times. In one study, doctors needed 12 scans and spent seven hours manually mapping a tumour.

Additionally, the manual process can delay diagnosis and treatment. iSeg offers a faster, more efficient alternative. It reduces the need for repeated scans and minimizes time spent on segmentation.

Other artificial intelligence tools have been developed for cancer screenings. However, those tools rely on static images. In contrast, iSeg uses 3D imagery to provide a deeper understanding of the tumour. It also tracks how the tumour moves as a patient breathes, which is an important factor in treatment planning.

In addition, iSeg offers clearer mapping, which helps expose areas doctors may miss during manual segmentation. In the study, researchers trained the AI and then tested it with scans it had never seen. They asked iSeg to outline tumours on those scans.

When compared to physician-drawn outlines, iSeg matched the experts’ work. Furthermore, it flagged additional areas that doctors did not identify. Those missed areas were critical. They often correlated with more serious diagnoses and worse outcomes if left untreated.

Read more: Breath Diagnostics gives the public the chance to join the fight against cancer

Read more: Breath Diagnostics takes aim at lung cancer with One Breath

Goal is to provide doctors with better tools

Other experts say artificial intelligence technology plays a key role in treating lung cancer patients. It can save lives and also help close care gaps caused by socioeconomic factors. These gaps often lead to underdiagnosis in certain groups.

Pulmonologist Stephen Kuperberg, and David Christiani, Elkan Blout Professor of Environmental Genetics at Harvard T.H. Chan School of Public Health, explained this in a June commentary. They noted that cancer screening rates are lower among high-risk patients from Black and Latinx neighbourhoods.

Further, they emphasized that AI tools may improve access and accuracy for patients who are often overlooked.

“We’re one step closer to cancer treatments that are even more precise than any of us imagined just a decade ago,” said Dr. Mohamed Abazeed, senior author of the study, and chair and professor of radiation oncology at Northwestern University Feinberg School of Medicine.

“The goal of this technology is to give our doctors better tools.”

Several companies are using AI tools to help doctors improve patient care.

Breath Diagnostics uses its OneBreath technology to analyze volatile organic compounds in breath. This non-invasive test detects early disease markers quickly.

Additionally, PathAI applies AI to pathology slides, helping pathologists diagnose cancer more accurately and efficiently.

Furthermore, Aidoc uses AI to analyze medical images like CT scans, highlighting critical abnormalities for radiologists. These tools aim to speed up diagnoses and reduce errors. By combining AI with clinical data, these companies give doctors faster, more precise decision-making support to improve patient outcomes.

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Evangelical Report Calls for Ethics to Guide Artificial Intelligence – Insights Magazine

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The Swiss Evangelical Alliance has released a 78-page report urging Christians to play an active role in shaping how artificial intelligence is used. The report warns that AI could be misused if left unchecked, but says it also holds great promise when guided by clear ethical standards.

The paper, put together by a team of seven people — including theologians, software engineers, computer scientists, a business consultant, and a futurist — argues that Christians shouldn’t fear AI or turn away from it. Instead, they should help set boundaries that make sure AI serves people rather than harming them.

Among the group’s key concerns is the risk of AI spreading misinformation, deepening inequality, and eroding human dignity. They point to real-world examples where AI is already being used to manipulate public opinion or replace human jobs without proper safeguards.

But the authors also see a lot of potential for AI to do good. For example, AI could help doctors diagnose diseases earlier, support people with disabilities, or make education more accessible. What matters most, they say, is that AI systems are designed and used with values like honesty, integrity, and charity at their core.

The report also says churches and Christian organisations should lead by example. That might mean using AI tools in ways that are transparent and fair, asking tough questions about data privacy, and pushing back against uses of AI that exploit or harm vulnerable groups.

And rather than viewing AI as just a technical challenge, the report argues it’s a moral and spiritual one, too. Technology shapes how people see themselves and each other — so it should reflect a vision of human dignity and care for others.

The authors call on Christians to get involved in public debates, join conversations in workplaces and schools, and think carefully about how their own choices shape the future of AI. By doing so, they hope Christians can help ensure AI is used to build up society rather than break it down.



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Redefining Tomorrow: How Chatronix is Shaping the Future of Artificial Intelligence

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Introduction:

Artificial Intelligence (AI) is no longer a distant concept confined to the realms of science fiction. It has become a powerful force that is transforming industries, reshaping business operations, and enhancing everyday human experiences. Among the numerous players in the AI landscape, Chatronix stands out as a beacon of innovation and practical implementation. With its strong focus on usability, integration, and real-time applications, Chatronix is helping individuals and organizations navigate the evolving digital frontier with confidence. As we enter an era defined by intelligent systems and seamless automation, understanding what makes Chatronix different provides a glimpse into how AI is set to shape the world we live in.

How AI Is Becoming a Core Part of Daily Life

Artificial Intelligence has grown far beyond theoretical models and academic research. Today, AI is embedded into nearly every part of daily life, from voice assistants that respond to simple commands to intelligent algorithms that personalize online shopping experiences. It helps automate routine tasks, improve efficiency, and analyze massive datasets in seconds. As businesses seek new ways to optimize customer interactions and internal operations, the role of AI continues to expand. Chatronix plays a central role in this transformation by offering an adaptable platform that brings AI closer to real-world applications. Visit website – Chatronix, experiencing this future is easier than ever, whether you’re a business looking to implement smart solutions or an individual interested in cutting-edge technology. What makes Chatronix unique is its ability to simplify complex AI systems and present them in a user-centric manner.

The Evolution of AI Platforms and Chatronix’s Contribution

The AI industry has witnessed a dramatic evolution over the past decade. Initially limited to niche markets and research facilities, AI has now entered mainstream business tools and digital infrastructure. Early platforms struggled with accessibility and required specialized knowledge to operate, but modern systems, like those developed by Chatronix, have overcome these limitations. Chatronix’s platform focuses on integration, flexibility, and user-friendly interfaces that allow organizations to embed intelligent decision-making into their existing operations. Unlike many legacy systems that demand considerable customization, Chatronix offers plug-and-play features that can be tailored to fit a wide range of use cases. This shift from complex infrastructure to accessible platforms has opened up AI to smaller businesses and startups, creating a more inclusive technological landscape.

The Real-World Benefits of AI Deployment with Chatronix

One of the major concerns surrounding AI adoption is whether the technology delivers measurable, practical benefits. Chatronix addresses this concern by demonstrating tangible results across various sectors. In customer service, its AI models can understand and respond to inquiries with high accuracy, significantly reducing the workload on human support teams. In logistics, Chatronix solutions can analyze supply chain data in real-time, flagging inefficiencies and predicting disruptions before they occur. Healthcare providers are using Chatronix tools to enhance diagnostics, identify patterns in medical records, and improve patient outcomes. By focusing on real-world utility rather than theoretical capabilities, Chatronix has positioned itself as a reliable partner for organizations looking to improve productivity, minimize errors, and accelerate innovation.

Integrated Intelligence: The Power Behind Chatronix’s AI Suite

What sets Chatronix apart is its deep commitment to building integrated, intelligent systems that communicate effortlessly with one another. Instead of offering isolated tools, the company has developed a comprehensive framework where each component complements the others. Chatronix’s integrated AI suite enhances collaboration between different data processes, making it easier to draw conclusions and automate actions across platforms. This is especially valuable for businesses managing multiple departments or dealing with complex workflows. By breaking down silos and ensuring smooth data transfer, the integrated suite streamlines operations, improves decision-making accuracy, and reduces the time it takes to deploy new AI applications. As more organizations turn to AI for a competitive edge, Chatronix’s unified ecosystem allows them to scale without encountering the fragmentation issues that often accompany multi-vendor solutions.

Why User Experience Matters in AI Adoption

While the technical strength of an AI system is important, its success often depends on how easily it can be adopted by users with varying levels of expertise. Chatronix prioritizes user experience in every aspect of its design, from intuitive dashboards to guided workflows that reduce the learning curve. By making AI approachable, Chatronix enables more teams to participate in digital transformation projects, fostering a culture of innovation at every level of the organization. Whether it’s a marketing professional using predictive analytics or a data analyst running machine learning models, the platform ensures that each user gets the tools they need without being overwhelmed by complexity. This focus on usability not only accelerates adoption but also increases the return on investment by ensuring that features are fully utilized. Chatronix’s emphasis on accessibility reflects its broader mission of democratizing AI and making it a tool for everyone, not just specialists.

The Future of AI: How Chatronix Is Preparing for What’s Next

The rapid pace of AI development means that platforms must not only meet current needs but also anticipate future challenges. Chatronix is actively investing in research and innovation to stay ahead of emerging trends. From generative AI models to ethical governance frameworks, the company is working on solutions that balance power with responsibility. Security, transparency, and fairness are becoming central issues in AI deployment, and Chatronix is taking a proactive approach to ensure its technologies uphold these values. In addition, the platform is exploring advancements in areas such as edge computing, real-time AI collaboration, and multilingual support. As AI continues to influence everything from education to energy management, Chatronix is positioning itself as a future-ready platform capable of supporting both broad-scale innovation and niche applications. Its roadmap is aligned with the long-term interests of both businesses and consumers, making it a valuable partner in the ongoing digital transformation.

Conclusion: A Smarter, More Connected Future with Chatronix

Artificial Intelligence holds the promise of transforming how we work, communicate, and solve problems. But realizing that promise depends on having the right tools in place—tools that are accessible, scalable, and aligned with real-world needs. Chatronix exemplifies this ideal by offering a platform that balances powerful technology with practical application. Its integrated systems, user-focused design, and commitment to innovation ensure that businesses of all sizes can benefit from AI without the usual complexity. By prioritizing interoperability, performance, and ease of use, Chatronix is helping shape a future where intelligent systems work alongside humans to unlock new possibilities. As organizations look for ways to stay competitive in a data-driven world, Chatronix emerges as a leader, offering not just tools, but a vision for what AI can achieve when thoughtfully designed and widely accessible.



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Process and Control Today | KHS optimizes its inspection technology with the help of artificial intelligence

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– Patent-pending algorithms improve fault detection
– New option for KHS’ Innocheck TSI closure inspector
– Can be used on new and existing machines

Tethered caps have been mandatory for all non-returnable PET bottles in the EU since 2024. Consequently, the number of closure variants and thus the demands made of inspection technology have increased. KHS GmbH is meeting these new challenges with the help of artificial intelligence (AI). The systems provider has now equipped its proven Innocheck TSI closure inspection unit with an AI-based fault detector.

The obligatory introduction of tethered caps had far-reaching consequences for bottle and beverage producers in the EU. They were forced to find new solutions to continue to meet the high demands made of product quality and protection. This also affected inspection technology, explains Nikita Wall from Labeling and Inspection Technology Product Support at KHS. “Tethered caps were rarely used before the EU directive came into force. Conventional systems thus frequently reach the limits of their capacity where cap inspection is concerned.” What’s more, the large number of bottle and cap design variants processed and increasing line capacities present additional challenges.

Optimized cap inspection thanks to AI

With its AI-based fault detection system for tethered caps, the Dortmund turnkey supplier now provides smart engineering that identifies potential defects during cap inspection. The new module makes use of patent-pending algorithms to analyze images of bottle closures in real time. Cameras log the caps in high-resolution quality, while AI models evaluate this data. By applying deep learning, the models adjust to account for any new types of flaw found.

KHS’ AI-assisted system increases both the accuracy and efficiency of inspection. “Our customers make extremely high demands of quality assurance. In intensive field tests, our AI-based fault detector has proved that it fully meets these requirements,” emphasizes Wall.

Foundation for further projects

KHS has developed the new system specifically for its tried-and-tested Innocheck TSI cap inspector. It can be implemented on both new and existing machines.

In the future, KHS also wants to use AI for further inspection technology equipment. Says Wall, “In the development team, we’re currently discussing which systems this would make sense for. AI solutions are only practical where the requirements are complex – and if they give our customers clear benefits.”

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