Latest Articles for Healthcare Technology

Machine Learning Risk Assessment in Machine Learning: A Deep Dive

Learn the importance of risk assessment in machine learning algorithms.

Disha Ghandwani, Neeraj Sarna, Yuanyuan Li

2025-03-31T10:10:30+00:00 ― 7 min read

Genetic and Genomic Medicine RAG-HPO: A New Tool in Genomic Medicine

RAG-HPO streamlines symptom analysis for rare genetic disease diagnosis.

Brandon T. Garcia, Lauren Westerfield, Priya Yelemali

2025-03-29T14:06:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Imaging with Volumetric Super-Resolution

Advancements in super-resolution techniques improve clarity in medical imaging.

August Leander Høeg, Sophia W. Bardenfleth, Hans Martin Kjer

2025-03-29T05:38:24+00:00 ― 6 min read

Machine Learning Revolutionizing AI: EdgeD3 and the Future of Intelligent Systems

EdgeD3 algorithm boosts AI efficiency in real-time applications.

Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli

2025-03-28T12:26:06+00:00 ― 7 min read

Artificial Intelligence Introducing NeSyA: A New Era in AI

NeSyA combines neural networks with symbolic reasoning for smarter AI.

Nikolaos Manginas, George Paliouras, Luc De Raedt

2025-03-24T04:54:45+00:00 ― 6 min read

Methodology Tracking Drug Safety: The BPgWSP Test

The BPgWSP test helps detect drug reactions early, improving patient safety.

Julia Dyck, Odile Sauzet

2025-03-23T03:20:55+00:00 ― 7 min read

Health Informatics The Role of Clinical Decision Support Systems in Modern Healthcare

Clinical Decision Support Systems aid healthcare professionals in making informed choices for patient care.

Nicholas Gray, Helen Page, Iain Buchan

2025-03-20T22:03:00+00:00 ― 10 min read

Machine Learning Making Machine Learning Models Transparent

A new method clarifies machine learning decision-making for better trust and reliability.

Daniel Geissler, Bo Zhou, Mengxi Liu

2025-03-20T20:39:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition ALoRE: Smart Solutions for Image Recognition

ALoRE optimizes model training for efficient image recognition and broader applications.

Sinan Du, Guosheng Zhang, Keyao Wang

2025-03-20T03:48:36+00:00 ― 7 min read

Computation and Language Making Sense of Visual Question Answering

Learn how AI answers visual questions and provides explanations.

Pascal Tilli, Ngoc Thang Vu

2025-03-19T19:47:06+00:00 ― 6 min read

Computation and Language Revolutionizing Healthcare with CareBot

CareBot enhances medical practice through precise diagnostics and treatment planning.

Lulu Zhao, Weihao Zeng, Xiaofeng Shi

2025-03-18T22:07:03+00:00 ― 5 min read

Medical Physics Reimagining Medical Imaging with CBCT Technology

CBCT revolutionizes imaging with faster, clearer results for better patient care.

Alexander Meaney, Mikael A. K. Brix, Miika T. Nieminen

2025-03-17T08:18:04+00:00 ― 7 min read

Computer Vision and Pattern Recognition Decoding the Black Box of AI Decisions

Discover how explainability is reshaping artificial intelligence.

Davor Vukadin, Petar Afrić, Marin Šilić

2025-03-15T21:05:24+00:00 ― 6 min read

Robotics Revolutionizing Prosthetic Leg Adjustments

A new tool speeds up fitting powered prosthetic legs for individual users.

Emma Reznick, T. Kevin Best, Robert Gregg

2025-03-11T08:45:09+00:00 ― 6 min read

Machine Learning Understanding Clinical Decision-Making in Healthcare

Explore how patient history shapes treatment choices in healthcare.

Anton Matsson, Lena Stempfle, Yaochen Rao

2025-03-11T01:25:28+00:00 ― 6 min read

Machine Learning Memorization vs. Generalization in AI: A Double-Edged Sword

Explore the balance between memorization and generalization in machine learning.

Reza Bayat, Mohammad Pezeshki, Elvis Dohmatob

2025-03-10T15:15:06+00:00 ― 6 min read

Artificial Intelligence Evaluating AI in Healthcare: The Role of Knowledge Graphs

Researchers assess LLMs using knowledge graphs to improve healthcare decision-making.

Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth

2025-03-09T02:59:06+00:00 ― 7 min read

Materials Science The Complexity of Random Media Explained

Discover the intriguing world of random media and their types.

Wenlong Shi, Yang Jiao, Salvatore Torquato

2025-03-08T22:05:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing MS Lesion Segmentation with SegHeD+

SegHeD+ improves accuracy in identifying Multiple Sclerosis lesions.

Berke Doga Basaran, Paul M. Matthews, Wenjia Bai

2025-03-08T19:45:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Tissue Detection with MEATRD

New method improves detection of abnormal tissue regions in medical research.

Kaichen Xu, Qilong Wu, Yan Lu

2025-03-07T14:56:22+00:00 ― 4 min read

Machine Learning Revolutionizing Clustering with Deep Learning

Deep Spectral Clustering enhances clustering accuracy using advanced techniques.

Wengang Guo, Wei Ye

2025-03-05T17:07:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Radiology Reports with Historical Context

A new method enhances radiology reports by integrating past patient data.

Tengfei Liu, Jiapu Wang, Yongli Hu

2025-03-05T15:31:30+00:00 ― 6 min read

Image and Video Processing Coloring the Future of MRI Imaging

New method enhances MRI images with color for better diagnosis.

Mayuri Mathur, Anav Chaudhary, Saurabh Kumar Gupta

2025-03-05T14:06:54+00:00 ― 8 min read

Computation and Language ReXTrust: A New Era in Radiology Safety

ReXTrust ensures accuracy in AI-generated radiology reports, enhancing patient safety.

Romain Hardy, Sung Eun Kim, Pranav Rajpurkar

2025-03-05T06:41:51+00:00 ― 8 min read

Computation and Language Breaking Down Clinical Notes: A Look at LLMs

Assessing the role of LLMs in simplifying clinical documentation.

Monica Munnangi, Akshay Swaminathan, Jason Alan Fries

2025-03-04T08:13:39+00:00 ― 5 min read

Computation and Language Making Sense of Table Data with Plan-of-SQLs

A clear new method for answering questions from tables.

Giang, Nguyen, Ivan Brugere

2025-03-04T02:36:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition SamIC: The Future of Image Segmentation

SamIC revolutionizes image segmentation with fewer resources and faster learning.

Savinay Nagendra, Kashif Rashid, Chaopeng Shen

2025-03-03T05:44:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition SegMAN: A Game Changer in Semantic Segmentation

SegMAN improves pixel-level labeling in computer vision for various applications.

Yunxiang Fu, Meng Lou, Yizhou Yu

2025-03-02T12:05:24+00:00 ― 6 min read

Cryptography and Security Securing Healthcare Data with HIM

Learn how the Fully Homomorphic Integrity Model protects sensitive healthcare information.

B. Shuriya, S. Vimal Kumar, K. Bagyalakshmi

2025-02-27T23:06:00+00:00 ― 5 min read

Image and Video Processing Revolutionizing Lung Health with AirwayAtlas

AirwayAtlas simplifies airway analysis for better lung disease diagnosis.

Minghui Zhang, Chenyu Li, Hanxiao Zhang

2025-02-27T19:56:06+00:00 ― 5 min read

Machine Learning Federated Graph Learning: A New Approach

CEFGL offers privacy-preserving data learning for multiple clients.

Ruyue Liu, Rong Yin, Xiangzhen Bo

2025-02-27T03:02:15+00:00 ― 7 min read

Machine Learning The Balance of Accuracy and Trust in Vision-Language Models

Exploring the fine-tuning impacts on prediction accuracy and rationality in AI models.

Qitong Wang, Tang Li, Kien X. Nguyen

2025-02-26T09:22:57+00:00 ― 6 min read

Applications Revolutionizing Medical Imaging with MRF

MRF offers rapid, detailed insights into body tissues for improved healthcare.

Geoffroy Oudoumanessah, Thomas Coudert, Carole Lartizien

2025-02-26T03:09:17+00:00 ― 6 min read

Computer Vision and Pattern Recognition AI in Healthcare: Revolutionizing Patient Monitoring

AI technology enhances patient monitoring in hospitals, improving care and safety.

Paolo Gabriel, Peter Rehani, Tyler Troy

2025-02-25T11:42:54+00:00 ― 5 min read

Medical Physics Revolutionizing Brain Imaging: The Future of MDEIT

A new technique promises faster, non-invasive brain imaging for better diagnosis.

Kai Mason, Florencia Maurino-Alperovich, Kirill Aristovich

2025-02-24T21:53:48+00:00 ― 6 min read

Machine Learning Inside Physically Interpretable World Models

How machines learn to predict their environment for safety and efficiency.

Zhenjiang Mao, Ivan Ruchkin

2025-02-24T01:12:27+00:00 ― 7 min read

Machine Learning Federated Learning Meets Fuzzy Cognitive Maps

A blend of federated learning and fuzzy cognitive maps enhances data privacy and collaboration.

Jose L Salmeron, Irina Arévalo

2025-02-23T19:35:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Analysis in Pathology with PRDL

A new method enhances whole slide image analysis for improved pathology diagnoses.

Kunming Tang, Zhiguo Jiang, Jun Shi

2025-02-21T01:47:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition FedPIA: Advancing Vision-Language Models with Data Privacy

FedPIA enhances machine learning while safeguarding sensitive data privacy.

Pramit Saha, Divyanshu Mishra, Felix Wagner

2025-02-20T17:45:36+00:00 ― 6 min read

Machine Learning PowerMLP: The Fast Track for Neural Networks

PowerMLP offers a speedy solution for efficient neural network training.

Ruichen Qiu, Yibo Miao, Shiwen Wang

2025-02-19T21:49:50+00:00 ― 7 min read