AIMC Topic: Algorithms

Clear Filters Showing 421 to 430 of 27746 articles

Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture.

Scientific reports Jul 10, 2025
This paper presents a novel approach for personalized learning path generation by integrating deep knowledge tracing and cognitive load estimation within a unified framework. We propose a dual-stream neural network architecture that simultaneously mo...
Learning Deep Learning Cognition Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Machine learning models predict risk of lower extremity deep vein thrombosis in hospitalized patients with spontaneous intracerebral hemorrhage.

Scientific reports Jul 10, 2025
Lower extremity deep vein thrombosis is one of the important complications of spontaneous intracerebral hemorrhage. We aimed to develop a risk assessment model to predict the risk of lower extremity DVT during hospitalization in patients with spontan...
Middle Aged Risk Assessment ROC Curve Hospitalization Aged Male Humans Venous Thrombosis Machine Learning Lower Extremity Algorithms Cerebral Hemorrhage Retrospective Studies Female Risk Factors
View on PubMed DOI

Enhanced melanoma and non-melanoma skin cancer classification using a hybrid LSTM-CNN model.

Scientific reports Jul 10, 2025
Melanoma is the most dangerous type of skin cancer. Although it accounts for only about 1% of all skin cancer cases, it is responsible for the majority of skin cancer-related deaths. Early detection and accurate diagnosis are crucial for improving th...
Melanoma Humans Neural Networks, Computer Skin Neoplasms Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Exploiting heart rate variability for driver drowsiness detection using wearable sensors and machine learning.

Scientific reports Jul 10, 2025
Driver drowsiness is a critical issue in transportation systems and a leading cause of traffic accidents. Common factors contributing to accidents include intoxicated driving, fatigue, and sleep deprivation. Drowsiness significantly impairs a driver'...
Female Adult Male Wearable Electronic Devices Heart Rate Photoplethysmography Automobile Driving Accidents, Traffic Sleep Stages Humans Machine Learning Algorithms
View on PubMed DOI

Deformable detection transformers for domain adaptable ultrasound localization microscopy with robustness to point spread function variations.

Scientific reports Jul 10, 2025
Super-resolution imaging has emerged as a rapidly advancing field in diagnostic ultrasound. Ultrasound Localization Microscopy (ULM) achieves sub-wavelength precision in microvasculature imaging by tracking gas microbubbles (MBs) flowing through bloo...
Ultrasonography Image Processing, Computer-Assisted Microscopy Microbubbles Microvessels Humans Algorithms Deep Learning
View on PubMed DOI

Autoimmune gastritis detection from preprocessed endoscopy images using deep transfer learning and moth flame optimization.

Scientific reports Jul 10, 2025
Gastric Tract Disease (GTD) constitutes a medical emergency, emphasizing the critical importance of early diagnosis and intervention to lessen its severity. Clinical practices often utilize endoscopy-supported examinations for GTD screening. The imag...
Gastritis Autoimmune Diseases Female Humans Deep Learning Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Bias in vital signs? Machine learning models can learn patients' race or ethnicity from the values of vital signs alone.

BMJ health & care informatics Jul 10, 2025
OBJECTIVES: To investigate whether machine learning (ML) algorithms can learn racial or ethnic information from the vital signs alone.
Middle Aged United States Bias Aged Adult Male Racial Groups Respiratory Rate Ethnicity Heart Rate Vital Signs Machine Learning Algorithms Retrospective Studies Critical Illness Intensive Care Units Female Humans
View on PubMed DOI

Leveraging AI to Drive Timely Improvements in Patient Experience Feedback: Algorithm Validation.

JMIR medical informatics Jul 10, 2025
BACKGROUND: Understanding and improving patient care is pivotal for health care providers. With increasing volumes of the Friends and Family Test (FFT) data in England, manual analysis of this patient feedback poses challenges for many health care or...
Humans Artificial Intelligence Quality Improvement Patient Satisfaction Algorithms England Natural Language Processing
View on PubMed DOI

Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes.

Neurosurgical review Jul 10, 2025
Accurately predicting the severity of subarachnoid hemorrhage (SAH) is critical for informing clinical decisions and improving patient outcomes. This study addresses the challenges of imbalanced data in SAH severity classification by employing the Mo...
Subarachnoid Hemorrhage Machine Learning Algorithms Male Prognosis Middle Aged Female Humans Severity of Illness Index Aged Adult
View on PubMed DOI

In-silico CT simulations of deep learning generated heterogeneous phantoms.

Biomedical physics & engineering express Jul 10, 2025
Current virtual imaging phantoms primarily emphasize geometric accuracy of anatomical structures. However, to enhance realism, it is also important to incorporate intra-organ detail. Because biological tissues are heterogeneous in composition, virtua...
Humans Algorithms Imaging, Three-Dimensional Image Processing, Computer-Assisted Signal-To-Noise Ratio Phantoms, Imaging Computer Simulation Tomography, X-Ray Computed Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals