Latest Articles for Healthcare

Artificial Intelligence Predicting the Future with Event Logs

Learn how event logs can enhance predictions for better decision-making.

Benedikt Bollig, Matthias Függer, Thomas Nowak

2025-02-09T00:04:57+00:00 ― 7 min read

Machine Learning Decoding Machine Learning: SHAP vs. GradCAM

A look at how SHAP and GradCAM clarify machine learning predictions.

Felix Tempel, Daniel Groos, Espen Alexander F. Ihlen

2025-02-08T20:04:12+00:00 ― 7 min read

Genetic and Genomic Medicine New Insights into Crohn's Disease at Single-Cell Level

Study reveals intricate details of Crohn's disease using single-cell analysis.

Carl A Anderson, M. Krzak, T. Alegbe

2025-02-08T15:42:55+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transforming Biomedical Image Segmentation with MultiverSeg

A new tool streamlines image segmentation in healthcare and research.

Hallee E. Wong, Jose Javier Gonzalez Ortiz, John Guttag

2025-02-08T12:02:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition AI Chatbot Takes Aim at Pancreatic Cancer

MiniGPT-Pancreas helps doctors detect pancreatic cancer earlier using AI technology.

Andrea Moglia, Elia Clement Nastasio, Luca Mainardi

2025-02-08T12:02:42+00:00 ― 5 min read

Genetic and Genomic Medicine Advancing Genetic Risk Assessment with ePRS Framework

New ePRS framework improves genetic risk assessments for diverse populations.

Yu-Jyun Huang, N. Kurniansyah, M. O. Goodman

2025-02-08T11:05:30+00:00 ― 7 min read

Machine Learning Revolutionizing Communication: MarkovType in BCIs

MarkovType enhances brain-computer interface typing for better communication.

Elifnur Sunger, Yunus Bicer, Deniz Erdogmus

2025-02-08T02:24:54+00:00 ― 6 min read

Computation and Language Understanding the Thought Process of Medical AI

Exploring how Large Language Models think in healthcare.

Shamus Sim, Tyrone Chen

2025-02-07T19:59:42+00:00 ― 8 min read

Image and Video Processing Revolutionizing ICU Admissions After Brain Surgery

Research improves ICU admission predictions using clinical and imaging data.

Maximilian Fischer, Florian M. Hauptmann, Robin Peretzke

2025-02-07T18:17:14+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of Object Tracking: STTrack

STTrack advances object tracking by combining multiple data sources for better accuracy.

Xiantao Hu, Ying Tai, Xu Zhao

2025-02-07T14:22:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Shape Representation with Tokenization

Shape tokenization simplifies 3D modeling for diverse applications, enhancing efficiency and creativity.

Jen-Hao Rick Chang, Yuyang Wang, Miguel Angel Bautista Martin

2025-02-07T03:08:33+00:00 ― 7 min read

Epidemiology Climate and Preeclampsia: A Rising Concern

Climate change may drive an increase in preeclampsia cases worldwide.

Iaroslav Youssim, Daniel Nevo, Offer Erez

2025-02-06T22:06:10+00:00 ― 7 min read

Cardiovascular Medicine AI and Portable ECGs: A New Frontier in Heart Failure Risk Assessment

AI models using portable ECGs can identify heart failure risk in communities.

Rohan Khera, L. S. Dhingra, A. Aminorroaya

2025-02-06T08:13:55+00:00 ― 5 min read

Computer Vision and Pattern Recognition SilVar: A New Way to Communicate with Machines

SilVar enables natural speech interactions with machines, transforming communication.

Tan-Hanh Pham, Hoang-Nam Le, Phu-Vinh Nguyen

2025-02-06T04:40:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Innovative Two-Stage Model Detects GI Bleeding

A new model improves detection of gastrointestinal bleeding for better health outcomes.

Yu-Fan Lin, Bo-Cheng Qiu, Chia-Ming Lee

2025-02-05T19:50:42+00:00 ― 6 min read

Methodology Revolutionizing Colorectal Cancer Screening with BayesPIM

BayesPIM offers a new way to improve cancer screening accuracy and outcomes.

Thomas Klausch, Birgit I. Lissenberg-Witte, Veerle M. Coupé

2025-02-05T18:51:41+00:00 ― 6 min read

Cardiovascular Medicine Revolutionizing Heart Care with AI Insights

AI tools are streamlining echocardiography report analysis for better patient outcomes.

Elham Mahmoudi, Sanaz Vahdati, Chieh-Ju Chao

2025-02-05T13:44:15+00:00 ― 8 min read

Emerging Technologies Quantum Computers: The Future of Optimization

Discover how quantum computing tackles complex optimization problems effectively.

Francisco Chicano, Gabiel Luque, Zakaria Abdelmoiz Dahi

2025-02-05T12:58:04+00:00 ― 8 min read

Machine Learning Balancing Privacy and Performance in AI Training

A new method ensures data privacy while fine-tuning AI models.

Philip Zmushko, Marat Mansurov, Ruslan Svirschevski

2025-02-05T11:01:03+00:00 ― 6 min read

Image and Video Processing Advancing Medical Image Segmentation: An International Challenge

Innovative tools for medical imaging improve diagnosis and treatment worldwide.

Jun Ma, Feifei Li, Sumin Kim

2025-02-05T00:09:00+00:00 ― 6 min read

Computation and Language Advancements in Brain-to-Text Technology Showcase Potential

Innovative competition improves communication for those with paralysis using brain signals.

Francis R. Willett, Jingyuan Li, Trung Le

2025-02-04T19:54:10+00:00 ― 4 min read

Information Theory Revolutionizing Group Testing: A New Approach

Discover how group testing can be improved using hypergraphs and correlations.

Hesam Nikpey, Saswati Sarkar, Shirin Saeedi Bidokhti

2025-02-04T11:33:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Spotting the Unusual: Video Anomaly Detection Explained

Learn how video anomaly detection identifies strange events in footage.

Andi Xu, Hongsong Wang, Pinle Ding

2025-02-04T03:43:12+00:00 ― 6 min read

Robotics Electroadhesion: The Future of Sticky Tech

Discover the power of electroadhesion in robotics and haptic technology.

Ahad M. Rauf, Sean Follmer

2025-02-03T23:33:02+00:00 ― 7 min read

Artificial Intelligence Generative Models: Crafting New Realities from Data

Discover how generative models shape data into innovative creations.

Yang He, Vassiliy Lubchenko

2025-02-03T15:59:51+00:00 ― 6 min read

Machine Learning Bridging the Gap: Health Disparities Uncovered

New models reveal critical insights into health disparities and patient care.

Erica Chiang, Divya Shanmugam, Ashley N. Beecy

2025-02-03T10:54:40+00:00 ― 6 min read

Artificial Intelligence Understanding Causality: A Simple Guide

Learn how causal abstractions impact decision-making across various fields.

Willem Schooltink, Fabio Massimo Zennaro

2025-02-03T10:03:54+00:00 ― 7 min read

Rehabilitation Medicine and Physical Therapy New Tool Aims to Personalize Knee Surgery Recovery

A support tool helps predict patient recovery after knee surgery.

Jennifer Stevens-Lapsley, J. Graber, L. Hinrichs-Kinney

2025-02-03T06:15:15+00:00 ― 6 min read

Molecular Biology Revolutionizing Newborn Screening with Protein Analysis

New automated methods improve newborn health checks using dried blood samples.

Daisuke Nakajima, Masaki Ishikawa, Ryo Konno

2025-02-02T06:14:03+00:00 ― 7 min read

Methodology MATES: A New Way to Compare Data

Discover how MATES improves data comparison through multiple perspectives.

Zexi Cai, Wenbo Fei, Doudou Zhou

2025-02-01T23:18:23+00:00 ― 6 min read

Biophysics Boltz-1: Advancing Biomolecular Modeling

A new model predicts complex biomolecular interactions with improved accuracy.

Jeremy Wohlwend, Gabriele Corso, Saro Passaro

2025-02-01T16:25:48+00:00 ― 9 min read

Machine Learning Making Sense of Complex Data with Concept Bottleneck Models

A new way to understand predictions using simple concepts.

Katrina Brown, Marton Havasi, Finale Doshi-Velez

2025-02-01T16:20:06+00:00 ― 6 min read

Computation and Language Improving Language Models: Tackling Ambiguity and Citations

Evaluating language models reveals challenges in ambiguity and citation accuracy.

Maya Patel, Aditi Anand

2025-02-01T13:55:39+00:00 ― 7 min read

Computation and Language Reforming Clinical Coding for Better Accuracy

Innovations in clinical coding aim to enhance efficiency and reduce errors.

Yidong Gan, Maciej Rybinski, Ben Hachey

2025-02-01T12:19:21+00:00 ― 8 min read

Optimization and Control Revolutionizing Appointment Scheduling in Healthcare

Streamlining patient appointments for better healthcare efficiency.

Nikolai Lipscomb, Xin Liu, Vidyadhar G. Kulkarni

2025-02-01T11:37:30+00:00 ― 6 min read

Biomolecules The Dance of Proteins: Predicting Their Interactions

Discover how scientists predict protein interactions for better drug design and healthcare.

Xingjian Xu, Jiahui Chen, Chunmei Wang

2025-02-01T03:55:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Medical Imaging with OpenMind Dataset

A breakthrough in 3D imaging through self-supervised learning and OpenMind's massive dataset.

Tassilo Wald, Constantin Ulrich, Jonathan Suprijadi

2025-01-31T11:34:48+00:00 ― 6 min read

Machine Learning Confronting Data Imbalance in Healthcare Models

Data imbalance in healthcare can lead to unfair predictions and disparities in care.

Precious Jones, Weisi Liu, I-Chan Huang

2025-01-31T09:02:15+00:00 ― 5 min read

Neurology N3 Framework: A New Era in Personalized Healthcare

Revolutionizing patient care through tailored health assessments and insights.

Ramona Leenings, Nils R. Winter, Jan Ernsting

2025-01-31T08:54:00+00:00 ― 6 min read

Artificial Intelligence Chatbots: A New Ally in Mental Health Detection

Using chatbots to identify anxiety and depression through conversation.

Francisco de Arriba-Pérez, Silvia García-Méndez

2025-01-30T20:11:51+00:00 ― 6 min read