AI Medical Compendium Journal:
IEEE/ACM transactions on computational biology and bioinformatics

Showing 61 to 70 of 544 articles

Improving Clinical Decision Making With a Two-Stage Recommender System.

IEEE/ACM transactions on computational biology and bioinformatics Oct 9, 2024
Clinical decision-making is complex and time-intensive. To help in this effort, clinical recommender systems (RS) have been designed to facilitate healthcare practitioners with personalized advice. However, designing an effective clinical RS poses ch...
Humans Neural Networks, Computer Deep Learning Decision Support Systems, Clinical Computational Biology Algorithms Electronic Health Records Clinical Decision-Making
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MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
With the fast development of AI technologies, deep learning is widely applied for biomedical data analytics and digital healthcare. However, there remain gaps between AI-aided diagnosis and real-world healthcare demands. For example, hemodynamic para...
Image Interpretation, Computer-Assisted Middle Cerebral Artery Humans Pregnancy Ultrasonography, Prenatal Deep Learning Female
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CMM: A CNN-MLP Model for COVID-19 Lesion Segmentation and Severity Grading.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
In this paper, a CNN-MLP model (CMM) is proposed for COVID-19 lesion segmentation and severity grading in CT images. The CMM starts by lung segmentation using UNet, and then segmenting the lesion from the lung region using a multi-scale deep supervis...
SARS-CoV-2 Neural Networks, Computer Lung COVID-19 Severity of Illness Index Deep Learning Humans Algorithms Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed
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Reinforced Computer-Aided Framework for Diagnosing Thyroid Cancer.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Thyroid cancer is the most pervasive disease in the endocrine system and is getting extensive attention. The most prevalent method for an early check is ultrasound examination. Traditional research mainly concentrates on promoting the performance of ...
Image Interpretation, Computer-Assisted Thyroid Neoplasms Ultrasonography Markov Chains Deep Learning Thyroid Gland Humans Algorithms Diagnosis, Computer-Assisted
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A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Parkinson's disease is a common mental disease in the world, especially in the middle-aged and elderly groups. Today, clinical diagnosis is the main diagnostic method of Parkinson's disease, but the diagnosis results are not ideal, especially in the ...
Humans Databases, Factual Female Algorithms Signal Processing, Computer-Assisted Parkinson Disease Middle Aged Aged Diagnosis, Computer-Assisted Male Deep Learning
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Morphological Rule-Constrained Object Detection of Key Structures in Infant Fundus Image.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
The detection of optic disc and macula is an essential step for ROP (Retinopathy of prematurity) zone segmentation and disease diagnosis. This paper aims to enhance deep learning-based object detection with domain-specific morphological rules. Based ...
Retinopathy of Prematurity Image Interpretation, Computer-Assisted Optic Disk Macula Lutea Deep Learning Fundus Oculi Humans Infant, Newborn Infant Algorithms
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Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Vessel border detection in IVUS images is essential for coronary disease diagnosis. It helps to obtain the clinical indices on the inner vessel morphology to indicate the stenosis. However, the existing methods suffer the challenge of scale-dependent...
Coronary Vessels Coronary Artery Disease Image Interpretation, Computer-Assisted Humans Deep Learning Ultrasonography, Interventional Algorithms
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A Secure High-Order Gene Interaction Detection Algorithm Based on Deep Neural Network.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Identifying high-order Single Nucleotide Polymorphism (SNP) interactions of additive genetic model is crucial for detecting complex disease gene-type and predicting pathogenic genes of various disorders. We present a novel framework for high-order ge...
Humans Neural Networks, Computer Computational Biology Models, Genetic Epistasis, Genetic Deep Learning Polymorphism, Single Nucleotide Algorithms
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A Self-Supervised Learning Based Framework for Eyelid Malignant Melanoma Diagnosis in Whole Slide Images.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Eyelid malignant melanoma (MM) is a rare disease with high mortality. Accurate diagnosis of such disease is important but challenging. In clinical practice, the diagnosis of MM is currently performed manually by pathologists, which is subjective and ...
Eyelid Neoplasms Melanoma Supervised Machine Learning Image Interpretation, Computer-Assisted Humans Algorithms
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Progressive Feature Fusion Attention Dense Network for Speckle Noise Removal in OCT Images.

IEEE/ACM transactions on computational biology and bioinformatics Aug 9, 2024
Although deep learning for Big Data analytics has achieved promising results in the field of optical coherence tomography (OCT) image denoising, the low recognition rate caused by complex noise distribution and a large number of redundant features is...
Signal-To-Noise Ratio Humans Tomography, Optical Coherence Deep Learning Algorithms Image Processing, Computer-Assisted Retina
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