Latest Articles for Healthcare Technology

Machine Learning Harnessing Higher-Order Transformers for Complex Data

Discover how Higher-Order Transformers tackle multi-dimensional data efficiently.

Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany

2025-04-22T01:12:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition MAGMA: A Boost for Masked Autoencoders

MAGMA enhances Masked Autoencoders for better learning and performance.

Alin Dondera, Anuj Singh, Hadi Jamali-Rad

2025-04-21T18:17:30+00:00 ― 6 min read

Health Informatics Large Language Models in Medical Decision-Making

Exploring the role of LLMs in treatment choices for severe heart conditions.

Tobias Roeschl, Marie Hoffmann, Djawid Hashemi

2025-04-20T22:27:05+00:00 ― 6 min read

Machine Learning A Deep Dive into Time Series Classification with CaLoNet

Learn how CaLoNet improves time series classification through causal and local correlations.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng

2025-04-18T15:08:50+00:00 ― 6 min read

Robotics Revolutionizing Rehabilitation: The Role of Robots

Robot-assisted therapy reshapes recovery for stroke and injury patients.

Teng Li

2025-04-17T14:44:15+00:00 ― 7 min read

Computer Vision and Pattern Recognition The Rise of Vision-Language Models

VLMs blend vision and language, creating smarter machines that understand the world better.

Andreas Steiner, André Susano Pinto, Michael Tschannen

2025-04-17T05:06:27+00:00 ― 6 min read

Machine Learning SEQUENT: A New Era in Network Safety

Discover how SEQUENT revolutionizes anomaly detection in digital networks.

Clinton Cao, Agathe Blaise, Annibale Panichella

2025-04-16T13:03:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Robot-Assisted Esophageal Surgery

A look at how tech is reshaping esophageal cancer surgery.

Ronald L. P. D. de Jong, Yasmina al Khalil, Tim J. M. Jaspers

2025-04-16T04:13:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Image Analysis with Two-Stage Learning

A new method enhances medical image analysis using labeled and unlabeled data.

Luca Ciampi, Gabriele Lagani, Giuseppe Amato

2025-04-15T02:33:00+00:00 ― 7 min read

Computation and Language Revolutionizing Dermatology with Language Technology

Innovative tools enhance skin condition diagnosis using language processing and medical knowledge.

Leon-Paul Schaub Torre, Pelayo Quiros, Helena Garcia Mieres

2025-04-14T22:32:15+00:00 ― 6 min read

Artificial Intelligence ChatTS: Bridging Time Series and Language

ChatTS combines time series analysis with conversational AI for smarter data insights.

Zhe Xie, Zeyan Li, Xiao He

2025-04-14T13:42:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Vision: The Role of Superpixels in AI

Discover how superpixels improve machine understanding of images.

Jaihyun Lew, Soohyuk Jang, Jaehoon Lee

2025-04-13T08:01:03+00:00 ― 6 min read

Robotics The Future of Human-Robot Collaboration

Robots are learning to work alongside humans more effectively.

Negin Amirshirzad, Mehmet Arda Eren, Erhan Oztop

2025-04-12T15:05:24+00:00 ― 8 min read

Computation and Language Synthetic Data: A Game Changer for Clinical QA Systems

Learn how synthetic data is transforming Clinical QA systems for better patient care.

Fan Bai, Keith Harrigian, Joel Stremmel

2025-04-12T14:21:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Robotic-Assisted Esophagectomy

Researchers enhance surgical phase recognition for robotic-assisted esophagectomy.

Yiping Li, Romy van Jaarsveld, Ronald de Jong

2025-04-10T02:58:39+00:00 ― 7 min read

Computation and Language Revolutionizing Radiology Reports with RadCouncil

RadCouncil streamlines radiology report writing, easing the workload for radiologists.

Fang Zeng, Zhiliang Lyu, Quanzheng Li

2025-04-08T22:53:24+00:00 ― 6 min read

Machine Learning Synthetic Data: The Future of Machine Learning

Explore the rise of synthetic data in machine learning and its significant impact.

Abdulrahman Kerim, Leandro Soriano Marcolino, Erickson R. Nascimento

2025-04-08T11:39:18+00:00 ― 5 min read

Machine Learning Effective Data Processing: Clustering and Dimension Reduction

Learn how clustering and dimension reduction simplify data organization and analysis.

Araceli Guzmán-Tristán, Antonio Rieser

2025-04-08T00:49:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving AI Clarity with Squeeze-and-Excitation Blocks

New method enhances understanding of deep learning model decisions.

Tiago Roxo, Joana C. Costa, Pedro R. M. Inácio

2025-04-07T01:08:51+00:00 ― 8 min read

Machine Learning The Hidden Threat of Backdoor Attacks in Machine Learning

Exploring the risks of backdoor attacks in machine learning and their implications.

ZeinabSadat Taghavi, Hossein Mirzaei

2025-04-06T09:05:51+00:00 ― 7 min read

Rehabilitation Medicine and Physical Therapy Advancing Prosthetic Limb Design through Statistical Models

Statistical shape models improve prosthetic socket design for better user comfort and mobility.

Fiona Sunderland, Adam Sobey, Jennifer Bramley

2025-04-04T04:11:50+00:00 ― 8 min read

Computer Vision and Pattern Recognition RefSAM3D: Transforming 3D Medical Image Segmentation

A new model that improves segmentation accuracy in 3D medical images.

Xiang Gao, Kai Lu

2025-04-04T00:07:12+00:00 ― 8 min read

Medical Physics Revolutionizing PET Imaging with New Techniques

A new method enhances PET image quality and reduces complexity for doctors.

George Webber, Yuya Mizuno, Oliver D. Howes

2025-04-03T07:06:50+00:00 ― 6 min read

Cryptography and Security Strengthening LLMs Against Deceptive Tricks

Learn how to make Large Language Models safer from harmful prompts.

Bryan Li, Sounak Bagchi, Zizhan Wang

2025-04-03T00:50:51+00:00 ― 7 min read

Methodology Transforming Health Predictions with fGFPCA

New method improves health predictions using historical data.

Ying Jin, Andrew Leroux

2025-04-02T22:45:16+00:00 ― 9 min read

Computer Vision and Pattern Recognition Foundation Models and Conformal Prediction: A New Approach

Learn about foundation models and how conformal prediction ensures reliable outcomes.

Leo Fillioux, Julio Silva-Rodríguez, Ismail Ben Ayed

2025-04-02T11:12:18+00:00 ― 7 min read

Machine Learning Why Data Quality Matters in Machine Learning

Explore the impact of data quality on machine learning performance.

Usman Anjum, Chris Trentman, Elrod Caden

2025-04-01T17:33:00+00:00 ― 7 min read

Computation and Language The Rosetta Paradox in AI: Breaking Down the Mystery

Large language models excel in some areas but struggle with general tasks.

Basab Jha, Ujjwal Puri

2025-04-01T04:42:36+00:00 ― 7 min read

Machine Learning Long-Context Models: Transforming Patient Care

Advanced algorithms improve healthcare by analyzing patient history thoroughly.

Michael Wornow, Suhana Bedi, Miguel Angel Fuentes Hernandez

2025-04-01T03:54:27+00:00 ― 7 min read

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