With Evo 2, AI can model and design the genetic code for all domains of life

The DNA foundation model Evo 2 has been published in the journal Nature. Trained on the DNA of over 100,000 species across ...
IEEE

Lung Cancer Detection Algorithm and Method Using Deep Learning Techniques: A Systematic Literature Review

Abstract: Lung cancer is one of the most prevalent diseases in the world. Early detection is necessary to prevent lung cancer. However, this conventional diagnosis performed by expert medical ...
IEEE

Brain MRI Analysis Using CNN-Based Feature Extraction and Machine Learning Techniques to Diagnose Alzheimer's Disease

Abstract: This research focuses on developing a complex framework for automatic diagnosis purposes of Alzheimer's disease from MRI brain data, with emphasis placed on advancement in accuracy towards ...
IEEE

BP Bit-Flipping Decoding Algorithm for Polar Codes in Satellite Internet of Things Communication Based on Information Geometry

Abstract: With the emergence of the Satellite Internet of Things (S-IoT), mega-constellations are playing a pivotal role as the core communication infrastructure in large-scale connectivity scenarios.
IEEE

A Critical Analysis on Evolution of Feature Selection Strategies in Machine Learning Models

Abstract: Data accomplishes astonishing sensation; however, the data's massiveness and distinctive features are obstacles to acquiring promising results. Feature selection (FS) algorithms can develop ...
IEEE

Machine-Learning Algorithm Applied to Magnetic Localization

Abstract: Magnetic localization does not require line of sight, this makes it suitable for various applications, including indoor navigation, surgical tracking, motion capture, and 3D body scanning.
IEEE

A Comprehensive Hybrid CNN-LSTM Deep Learning Model for Accurate Landslide Prediction

Abstract: A significant natural threat, landslides take lives and damage infrastructure. Economic setbacks often follow. The complex interplay of external factors-like terrain attributes and data on ...
IEEE

Reinforcement Learning Algorithm Helps Optimize Personalized Cognitive Behavioral Therapy for Anxiety Disorders

Abstract: This paper explores the application of reinforcement learning (RL) algorithms in optimizing personalized cognitive behavioral therapy (CBT) for anxiety disorders. Traditional CBT often lacks ...
IEEE

Automated Differentiation of Homework Tasks in Distance Learning: Integrating Artificial Intelligence and Genetic Algorithm

Abstract: Given that homework submissions are conducted electronically, plagiarism in distance education has become a prevalent issue. To provide tailored assignments for different learners while ...
Tech Xplore

Pinpointing direction in noisy 2D data: New algorithm could improve imaging, AI, particle research and more

A University of Hawaiʻi at Mānoa student-led team has developed a new algorithm to help scientists determine direction in complex two-dimensional (2D) data, with potential applications ranging from ...
IEEE

Identification of Cervical Cancer using CNN Algorithm

Abstract: Cervical cancer remains one of the leading causes of cancer-related mortality among women globally, particularly in developing regions with limited access to early diagnostic tools.[3] This ...
IEEE

CNN-Transformer-Bi-LSTM: A Hybrid Deep Learning Framework for Wearable Sensor-Based Human Activity Recognition

Abstract: Human activity recognition (HAR) focuses on identifying and classifying human activities based on data collected from various sources. Its importance lies in its wide range of applications, ...