AI Medical Compendium Journal:
Medical & biological engineering & computing

Showing 51 to 60 of 330 articles

A depth analysis of recent innovations in non-invasive techniques using artificial intelligence approach for cancer prediction.

Medical & biological engineering & computing Jul 16, 2024
The fight against cancer, a relentless global health crisis, emphasizes the urgency for efficient and automated early detection methods. To address this critical need, this review assesses recent advances in non-invasive cancer prediction techniques,...
Artificial Intelligence Machine Learning Neoplasms Humans Neural Networks, Computer Deep Learning
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ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration.

Medical & biological engineering & computing Jul 6, 2024
Retinal image registration is of utmost importance due to its wide applications in medical practice. In this context, we propose ConKeD, a novel deep learning approach to learn descriptors for retinal image registration. In contrast to current regist...
Image Processing, Computer-Assisted Retina Retinal Vessels Neural Networks, Computer Algorithms Humans Deep Learning
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DNN-BP: a novel framework for cuffless blood pressure measurement from optimal PPG features using deep learning model.

Medical & biological engineering & computing Jul 4, 2024
Continuous blood pressure (BP) provides essential information for monitoring one's health condition. However, BP is currently monitored using uncomfortable cuff-based devices, which does not support continuous BP monitoring. This paper aims to introd...
Adult Humans Male Blood Pressure Neural Networks, Computer Deep Learning Middle Aged Female Pulse Wave Analysis Algorithms Photoplethysmography Young Adult Signal Processing, Computer-Assisted Blood Pressure Determination
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Modeling and control of COVID-19 disease using deep reinforcement learning method.

Medical & biological engineering & computing Jun 28, 2024
The prevalence of epidemics has been studied by researchers in various fields. In the last 2 years, the outbreak of COVID-19 has affected the health, economy, and industry of communities around the world and has caused the death of millions of people...
Quarantine Algorithms SARS-CoV-2 Humans Deep Learning COVID-19
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Multi-file dynamic compression method based on classification algorithm in DNA storage.

Medical & biological engineering & computing Jun 26, 2024
The exponential growth in data volume has necessitated the adoption of alternative storage solutions, and DNA storage stands out as the most promising solution. However, the exorbitant costs associated with synthesis and sequencing impeded its develo...
Algorithms DNA Data Compression Humans Machine Learning
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VascuConNet: an enhanced connectivity network for vascular segmentation.

Medical & biological engineering & computing Jun 20, 2024
Medical image segmentation commonly involves diverse tissue types and structures, including tasks such as blood vessel segmentation and nerve fiber bundle segmentation. Enhancing the continuity of segmentation outcomes represents a pivotal challenge ...
Algorithms Humans Databases, Factual Neural Networks, Computer Image Processing, Computer-Assisted Retinal Vessels
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Classification of Parkinson's disease severity using gait stance signals in a spatiotemporal deep learning classifier.

Medical & biological engineering & computing Jun 17, 2024
Parkinson's disease (PD) is a degenerative nervous system disorder involving motor disturbances. Motor alterations affect the gait according to the progression of PD and can be used by experts in movement disorders to rate the severity of the disease...
Parkinson Disease Signal Processing, Computer-Assisted Gait Severity of Illness Index Case-Control Studies Deep Learning Male Middle Aged Algorithms Female Aged Humans Neural Networks, Computer
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Multi-label classification of retinal diseases based on fundus images using Resnet and Transformer.

Medical & biological engineering & computing Jun 14, 2024
Retinal disorders are a major cause of irreversible vision loss, which can be mitigated through accurate and early diagnosis. Conventionally, fundus images are used as the gold diagnosis standard in detecting retinal diseases. In recent years, more a...
Humans Neural Networks, Computer Algorithms Image Interpretation, Computer-Assisted Retinal Diseases Image Processing, Computer-Assisted Area Under Curve Databases, Factual Fundus Oculi Deep Learning
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Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases.

Medical & biological engineering & computing Jun 11, 2024
The use of invasive mechanical ventilation (IMV) is crucial in rescuing patients with respiratory dysfunction. Accurately predicting the demand for IMV is vital for clinical decision-making. However, current techniques are invasive and challenging to...
Respiration, Artificial Adult Male Middle Aged Humans Female Machine Learning Aged Algorithms Databases, Factual
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Machine learning models' assessment: trust and performance.

Medical & biological engineering & computing Jun 8, 2024
The common black box nature of machine learning models is an obstacle to their application in health care context. Their widespread application is limited by a significant "lack of trust." So, the main goal of this work is the development of an evalu...
Risk Assessment Logistic Models Bayes Theorem Trust Middle Aged Portugal Humans Machine Learning Female Aged Male
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