Healthcare Technology

Computer Vision and Pattern Recognition Revolutionizing Medical Imaging with Point Clouds

Point clouds transform 3D medical imaging with efficiency and flexibility.

Mattias Paul Heinrich

Jan 29, 2025 ― 6 min read

Statistics Theory Unraveling Functional Data: The FICA Advantage

FICA transforms complex functional data into clear insights across various fields.

Marc Vidal, Marc Leman, Ana M. Aguilera

Jan 29, 2025 ― 7 min read

Artificial Intelligence Transforming Time Series Classification with Vision-Language Models

Learn how VLMs are changing time series classification with visual data.

Vinay Prithyani, Mohsin Mohammed, Richa Gadgil

Jan 29, 2025 ― 6 min read

Machine Learning Unlocking the Secrets of Tensor Recovery

Discover the innovative methods for recovering tensors from limited data.

Tongle Wu, Ying Sun, Jicong Fan

Jan 29, 2025 ― 6 min read

Medical Physics Improving MRI Image Quality Amid Motion Challenges

New methods aim to enhance MRI clarity despite patient movement.

Elisa Marchetto, Hannah Eichhorn, Daniel Gallichan

Jan 28, 2025 ― 8 min read

Machine Learning Building Trustworthy Deep Learning Models

Learn how to enhance the reliability of deep learning models through interpretability and robustness.

Navid Nayyem, Abdullah Rakin, Longwei Wang

Jan 26, 2025 ― 5 min read

Computer Vision and Pattern Recognition ConDistFL: A Game Changer in Medical Imaging

Learn how ConDistFL improves AI model training with sensitive medical data.

Pochuan Wang, Chen Shen, Masahiro Oda

Jan 25, 2025 ― 6 min read

Computation and Language RapGuard: A New Safety Shield for AI Models

RapGuard offers context-aware safety for multimodal large language models.

Yilei Jiang, Yingshui Tan, Xiangyu Yue

Jan 25, 2025 ― 7 min read

Information Theory The Future of Wireless: Moveable Antennas

Moveable antennas promise a revolution in wireless communication and sensing systems.

Jingze Ding, Zijian Zhou, Xiaodan Shao

Jan 25, 2025 ― 5 min read

Machine Learning Simplifying Complex Data with Neural Networks

Learn how neural networks simplify data for better insights.

Shuntuo Xu, Zhou Yu

Jan 24, 2025 ― 6 min read

Computer Vision and Pattern Recognition AI Transforms Capsule Endoscopy Review Process

AI speeds up analysis of wireless capsule endoscopy videos for faster diagnoses.

Basit Alawode, Shibani Hamza, Adarsh Ghimire

Jan 24, 2025 ― 5 min read

Machine Learning Bridging the Gap in Medical AI Transparency

Learn how ACAV improves understanding of machine learning decisions in healthcare.

Reza Hassanpour, Kasim Oztoprak, Niels Netten

Jan 24, 2025 ― 9 min read

Image and Video Processing Revolutionizing Lumbar Disc Segmentation with AI

Advancements in AI are transforming lumbar disc segmentation in medical imaging.

Serkan Salturk, Irem Sayin, Ibrahim Cem Balci

Jan 24, 2025 ― 7 min read

Intensive Care and Critical Care Medicine Revolutionizing Patient Care with Digital Twins

Discover how digital twins are transforming healthcare and improving patient outcomes.

Behnaz Eslami, Majid Afshar, M. Samie Tootooni

Jan 24, 2025 ― 6 min read

Health Informatics Bridging Health Data: OMOP and Genomics

Discover how OMOP CDM transforms health data sharing and precision medicine.

Manuel Rueda, Juan Manuel Ramírez-Anguita, Victoria López-Sánchez

Jan 23, 2025 ― 6 min read

Machine Learning Strengthening AI Against Clever Attacks

Adversarial training improves AI's defense against deceptive attacks using the SDI measure.

Olukorede Fakorede, Modeste Atsague, Jin Tian

Jan 22, 2025 ― 6 min read

Computer Vision and Pattern Recognition Mastering Fine-Grained Image Classification

Understand the challenges and tools for accurate image classification.

Duy M. Le, Bao Q. Bui, Anh Tran

Jan 22, 2025 ― 6 min read

Image and Video Processing AI Takes on COVID-19: Analyzing X-Rays

AI models show promise in quick COVID-19 detection using chest X-rays.

Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues

Jan 22, 2025 ― 6 min read

Machine Learning Revolutionizing Robot Movement with Safe Learning

A new method enhances robot safety and efficiency during movement control.

Yunyue Wei, Zeji Yi, Hongda Li

Jan 22, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advances in Few-Shot Image Classification

Learn how computers can recognize images with limited examples.

Xi Yang, Pai Peng, Wulin Xie

Jan 21, 2025 ― 6 min read

Image and Video Processing SegKAN: Transforming Medical Image Segmentation

A new approach to improve accuracy in medical image segmentation.

Shengbo Tan, Rundong Xue, Shipeng Luo

Jan 21, 2025 ― 5 min read

Image and Video Processing ProKAN: A Leap Forward in Liver Tumor Segmentation

New method improves liver tumor detection in CT scans, aiding medical decisions.

Bhavesh Gyanchandani, Aditya Oza, Abhinav Roy

Jan 20, 2025 ― 7 min read

Machine Learning Reimagining Time Series Analysis with Letters

A creative way to analyze time series data using alphabetic mapping.

Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan

Jan 20, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancing Human Pose Estimation with New Techniques

A novel framework improves pose estimation by adapting to real-world challenges.

Qucheng Peng, Ce Zheng, Zhengming Ding

Jan 20, 2025 ― 5 min read

Robotics Robots and Deformable Objects: A New Taxonomy

Scientists develop a system for robots to handle soft objects with skill.

David Blanco-Mulero, Yifei Dong, Julia Borras

Jan 18, 2025 ― 7 min read

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