Latest Articles for Healthcare Technology

Machine Learning Revolutionizing Out-of-Distribution Detection in Machine Learning

A new framework to enhance out-of-distribution data detection.

Yutian Lei, Luping Ji, Pei Liu

2025-02-15T17:55:18+00:00 ― 5 min read

Computer Vision and Pattern Recognition Mixing Visual Concepts: A New Path in Data Augmentation

Learn how MVC enhances image generation and data diversity.

Abdullah Al Rahat, Hemanth Venkateswara

2025-02-14T05:16:21+00:00 ― 9 min read

Machine Learning Federated Learning: Privacy-Preserving Collaboration in AI

Federated Learning enables model training while keeping user data private and secure.

Ozgu Goksu, Nicolas Pugeault

2025-02-12T20:22:12+00:00 ― 7 min read

Machine Learning Revolutionizing Machine Learning: The Future of Adaptable AI

New methods in offline meta-reinforcement learning boost machine adaptability.

Mohammadreza nakhaei, Aidan Scannell, Joni Pajarinen

2025-02-12T04:19:12+00:00 ― 5 min read

Computation and Language NCVC-slm-1: A Game Changer in Medical Language Models

Introducing NCVC-slm-1, a specialized language model for the Japanese medical field.

Shogo Watanabe

2025-02-10T10:35:24+00:00 ― 6 min read

Robotics Revolutionizing Continuum Robots: New Flexibility

Researchers enhance continuum robots with flexible joint arrangements for improved performance.

Reinhard M. Grassmann, Jessica Burgner-Kahrs

2025-02-10T06:34:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Monkeys Boost Human Movement Insights

Macaque data enhances human pose estimation for various fields.

Bradley Scott, Clarisse de Vries, Aiden Durrant

2025-02-08T13:39:00+00:00 ― 6 min read

Intensive Care and Critical Care Medicine New System for Monitoring Respiratory Failure in ICUs

A machine learning system predicts respiratory failure and optimizes ICU care.

Gunnar Rätsch, M. Hüser, X. Lyu

2025-02-08T06:28:05+00:00 ― 7 min read

Machine Learning Reward Hacking: A Challenge in AI Learning

Understanding the pitfalls of reward hacking in AI systems and its implications.

Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi

2025-02-04T07:15:24+00:00 ― 8 min read

Image and Video Processing Revolutionizing Lung Disease Detection with BS-LDM

A new framework improves chest X-ray clarity for better lung disease diagnosis.

Yifei Sun, Zhanghao Chen, Hao Zheng

2025-02-03T18:32:24+00:00 ― 7 min read

Machine Learning Smart Learning: Machines that Never Forget

Discover how machines learn without forgetting using synthetic data and expert systems.

Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg

2025-02-02T23:37:57+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Eye Care with Smart Image Captioning

Innovative technology enhances understanding of retinal images for better healthcare decisions.

Teja Krishna Cherukuri, Nagur Shareef Shaik, Jyostna Devi Bodapati

2025-02-01T17:11:24+00:00 ― 6 min read

Computation and Language Making Sense of Neural Networks

Learn how LIME helps clarify predictions made by neural networks.

Melkamu Mersha, Mingiziem Bitewa, Tsion Abay

2025-02-01T09:06:45+00:00 ― 8 min read

Machine Learning Mastering Hyperparameter Optimization: Your Guide to Smarter ML Models

Learn how hyperparameter optimization boosts machine learning performance effectively.

Md. Tarek Hasan

2025-01-31T04:13:21+00:00 ― 8 min read

Machine Learning COBRA: A New Approach to Data Retrieval

Discover how COBRA enhances data retrieval for better machine learning outcomes.

Arnav M. Das, Gantavya Bhatt, Lilly Kumari

2025-01-30T21:00:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Video Action Segmentation with HVQ

HVQ enables accurate action segmentation in long videos without labeled data.

Federico Spurio, Emad Bahrami, Gianpiero Francesca

2025-01-30T19:23:42+00:00 ― 6 min read

Artificial Intelligence Seeing Emotions: Facial Expressions and IoT

Facial expressions reveal emotions; IoT devices can now read them.

Zixuan Shanggua, Yanjie Dong, Song Guo

2025-01-30T16:11:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Imaging with Point Clouds

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

Mattias Paul Heinrich

2025-01-29T19:19:12+00:00 ― 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

2025-01-29T08:50:16+00:00 ― 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

2025-01-29T05:40:39+00:00 ― 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

2025-01-29T01:39:54+00:00 ― 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

2025-01-28T17:05:08+00:00 ― 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

2025-01-26T03:02:42+00:00 ― 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

2025-01-25T12:36:00+00:00 ― 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

2025-01-25T11:47:51+00:00 ― 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

2025-01-25T09:08:10+00:00 ― 5 min read

Machine Learning Simplifying Complex Data with Neural Networks

Learn how neural networks simplify data for better insights.

Shuntuo Xu, Zhou Yu

2025-01-24T22:01:25+00:00 ― 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

2025-01-24T11:43:21+00:00 ― 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

2025-01-24T10:55:12+00:00 ― 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

2025-01-24T06:51:18+00:00 ― 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

2025-01-24T01:12:10+00:00 ― 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

2025-01-23T20:34:45+00:00 ― 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

2025-01-22T19:09:35+00:00 ― 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

2025-01-22T15:35:06+00:00 ― 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

2025-01-22T15:22:30+00:00 ― 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

2025-01-22T01:56:33+00:00 ― 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

2025-01-21T06:40:57+00:00 ― 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

2025-01-21T04:49:48+00:00 ― 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

2025-01-20T18:57:36+00:00 ― 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

2025-01-20T10:37:12+00:00 ― 6 min read