DeepEGFR a graph neural network for bioactivity classification of EGFR inhibitors

Nature — Machine LearningFriday, October 31, 2025 at 12:00:00 AM
DeepEGFR is an innovative graph neural network designed to enhance the classification of bioactivity for EGFR inhibitors. This advancement is significant as it could lead to more effective cancer treatments by improving the identification of promising drug candidates. The ability to accurately classify these inhibitors can accelerate research and development in oncology, ultimately benefiting patients with targeted therapies.
— Curated by the World Pulse Now AI Editorial System

Was this article worth reading? Share it

Recommended Readings
Data-driven Projection Generation for Efficiently Solving Heterogeneous Quadratic Programming Problems
PositiveArtificial Intelligence
A new data-driven framework has been introduced to tackle quadratic programming problems more efficiently by minimizing the number of variables in high-dimensional scenarios. This innovative approach utilizes a graph neural network to create tailored projections for each specific problem instance, allowing for high-quality solutions even in cases that have not been encountered before. This advancement is significant as it enhances the ability to solve complex optimization problems, which can have wide-ranging applications in various fields such as finance, engineering, and logistics.
Latest from Artificial Intelligence
Step-by-step Installation guide for Ruby
PositiveArtificial Intelligence
Installing Ruby is a crucial first step before diving into Ruby on Rails, and it can be tricky if you overlook any details. This article provides a clear, beginner-friendly guide based on personal experience with The Odin Project, making the installation process smoother for newcomers. Understanding how to properly set up Ruby not only helps in mastering Rails but also enhances your overall programming skills.
⚡ Brisk — Text-to-Speech Web App 🗣️ Convert text into natural-sounding speech in seconds.
PositiveArtificial Intelligence
Brisk is an innovative text-to-speech web app designed to make reading easier and more accessible for everyone. Whether you're studying, multitasking, or have specific accessibility needs, Brisk quickly converts text into natural-sounding speech, eliminating the fatigue of reading long paragraphs. This user-friendly tool stands out for its simplicity and effectiveness, allowing users to enjoy a seamless experience without the hassle of complicated installations or costly APIs. It's a game-changer for anyone looking to enhance their productivity or accessibility.
Terraform Basics – Week 1: Deploying Your First Azure VM
PositiveArtificial Intelligence
This week marks the beginning of an exciting journey into cloud computing with Terraform, focusing on deploying your first Azure virtual machine (VM). Understanding how to set up your infrastructure as code is crucial in today's tech landscape, and this guide breaks down the process step by step. By learning to create a structured folder and file setup, you'll gain the skills to manage resources efficiently, making your cloud deployments smoother and more reliable. This knowledge not only enhances your technical abilities but also opens up new opportunities in the rapidly evolving field of cloud technology.
R2E APIのデモUIを作りました!Next.js + Render でバックエンド連携する実装記
PositiveArtificial Intelligence
The recent development of a demo UI for the R2E API using Next.js and Render is an exciting advancement in the tech community. This project builds on a previous article about creating an API that connects business challenges to relevant research papers. By adding a user-friendly front-end interface, users can now easily interact with the API, enhancing accessibility and usability. This matters because it not only showcases the capabilities of modern web technologies but also provides a practical tool for researchers and businesses looking to leverage data effectively.
The 7 Paid Subscriptions I Use in 2025 as a Freelance Software Developer
PositiveArtificial Intelligence
In 2025, a freelance software developer shares the seven paid subscriptions that have transformed their workflow, making freelancing more manageable and enjoyable. These tools have helped streamline client management, enhance coding practices, and boost personal projects, ultimately leading to a more productive and creative work environment. This insight is valuable for anyone in the tech industry looking to optimize their freelance journey.
Browser scrollbar color in the Dark mode.
PositiveArtificial Intelligence
A recent update to the popular SoybeenAdmin dashboard template has improved user experience by fixing a bug that prevented the scrollbar color from changing in dark mode. This enhancement, which affects both Firefox and Chrome, showcases the ongoing commitment to refining web development tools. With over 13,000 stars on GitHub, this project continues to gain traction, making it an essential resource for developers looking to create visually appealing applications.