AIMC Topic: Deep Learning

Clear Filters Showing 2021 to 2030 of 26550 articles

Automated recognition and segmentation of lung cancer cytological images based on deep learning.

PloS one Jan 31, 2025
Compared with histological examination of lung cancer, cytology is less invasive and provides better preservation of complete morphology and detail. However, traditional cytological diagnosis requires an experienced pathologist to evaluate all sectio...
Algorithms Deep Learning Humans Neural Networks, Computer Lung Neoplasms Cytodiagnosis Bronchoalveolar Lavage Fluid ROC Curve Image Processing, Computer-Assisted
View on PubMed DOI

Robust graph structure learning under heterophily.

Neural networks : the official journal of the International Neural Network Society Jan 30, 2025
A graph is a fundamental mathematical structure in characterizing relations between different objects and has been widely used on various learning tasks. Most methods implicitly assume a given graph to be accurate and complete. However, real data is ...
Neural Networks, Computer Deep Learning Humans Algorithms Cluster Analysis Machine Learning
View on PubMed DOI

JotlasNet: Joint tensor low-rank and attention-based sparse unrolling network for accelerating dynamic MRI.

Magnetic resonance imaging Jan 30, 2025
Joint low-rank and sparse unrolling networks have shown superior performance in dynamic MRI reconstruction. However, existing works mainly utilized matrix low-rank priors, neglecting the tensor characteristics of dynamic MRI images, and only a global...
Humans Neural Networks, Computer Magnetic Resonance Imaging Deep Learning Image Processing, Computer-Assisted Algorithms Brain
View on PubMed DOI

Self-supervised 3D medical image segmentation by flow-guided mask propagation learning.

Medical image analysis Jan 30, 2025
Despite significant progress in 3D medical image segmentation using deep learning, manual annotation remains a labor-intensive bottleneck. Self-supervised mask propagation (SMP) methods have emerged to alleviate this challenge, allowing intra-volume ...
Magnetic Resonance Imaging Supervised Machine Learning Deep Learning Humans Algorithms Imaging, Three-Dimensional
View on PubMed DOI

Interpretable multi-stage attention network to predict cancer subtype, microsatellite instability, TP53 mutation and TMB of endometrial and colorectal cancer.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 30, 2025
Mismatch repair deficiency (dMMR), also known as high-grade microsatellite instability (MSI-H), is a well-established biomarker for predicting the immunotherapy response in endometrial cancer (EC) and colorectal cancer (CRC). Tumor mutational burden ...
Microsatellite Instability Female Tumor Suppressor Protein p53 Mutation Endometrial Neoplasms Colorectal Neoplasms Humans Biomarkers, Tumor Deep Learning
View on PubMed DOI

Adjacent point aided vertebral landmark detection and Cobb angle measurement for automated AIS diagnosis.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 30, 2025
Adolescent Idiopathic Scoliosis (AIS) is a prevalent structural deformity disease of human spine, and accurate assessment of spinal anatomical parameters is essential for clinical diagnosis and treatment planning. In recent years, significant progres...
Scoliosis Humans Radiographic Image Interpretation, Computer-Assisted Algorithms Spine Deep Learning Adolescent Anatomic Landmarks
View on PubMed DOI

Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 30, 2025
Magnetic Resonance Imaging (MRI) generates medical images of multiple sequences, i.e., multimodal, from different contrasts. However, noise will reduce the quality of MR images, and then affect the doctor's diagnosis of diseases. Existing filtering m...
Humans Algorithms Deep Learning Neural Networks, Computer Signal-To-Noise Ratio Image Processing, Computer-Assisted Magnetic Resonance Imaging
View on PubMed DOI

Deep learning and machine learning in CT-based COPD diagnosis: Systematic review and meta-analysis.

International journal of medical informatics Jan 30, 2025
BACKGROUND: With advancements in medical technology and science, chronic obstructive pulmonary disease (COPD), one of the world's three major chronic diseases, has seen numerous remarkable outcomes when combined with artificial intelligence, particul...
Sensitivity and Specificity Deep Learning ROC Curve Tomography, X-Ray Computed Pulmonary Disease, Chronic Obstructive Humans Machine Learning
View on PubMed DOI

A deep learning model for QRS delineation in organized rhythms during in-hospital cardiac arrest.

International journal of medical informatics Jan 30, 2025
BACKGROUND: Cardiac arrest (CA) is the sudden cessation of heart function, typically resulting in loss of consciousness and cessation of pulse and breathing. The electrocardiogram (ECG) stands as an essential tool extensively utilized by clinicians, ...
Male Deep Learning Databases, Factual Female Heart Arrest Electrocardiography Signal Processing, Computer-Assisted Humans Algorithms
View on PubMed DOI

A three-dimensional marine plastic litter real-time detection embedded system based on deep learning.

Marine pollution bulletin Jan 30, 2025
Marine plastic pollution has emerged as a significant ecological and biological issue impacting global marine ecosystems. To develop real-time cleaning systems for marine plastic litter, we implemented a three-dimensional marine plastic litter real-t...
Deep Learning Water Pollutants, Chemical Plastics Environmental Monitoring
View on PubMed DOI
Popular Topics
Recent Journals