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Prescriptions

Latest AI and machine learning research in prescriptions for healthcare professionals.

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Showing 2881-2900 of 9,093 articles

Personalized treatment for coronary artery disease patients: a machine learning approach.

Current clinical practice guidelines for managing Coronary Artery Disease (CAD) account for general cardiovascular risk factors. However, they do not present a framework that considers personalized patient-specific characteristics. Using the electronic health records of 21,460 patients, we created data-driven models for personalized CAD management that significantly improve health outcomes relativ...

Oct 10 2020 33040231

Artificial Intelligence, Real-World Automation and the Safety of Medicines.

Despite huge technological advances in the capabilities to capture, store, link and analyse data electronically, there has been some but limited impact on routine pharmacovigilance. We discuss emerging research in the use of artificial intelligence, machine learning and automation across the pharmacovigilance lifecycle including pre-licensure. Reasons are provided on why adoption is challenging an...

Oct 7 2020 33026641
DeepACTION: A deep learning-based method for predicting novel drug-target interactions.

Drug-target interactions (DTIs) play a key role in drug development and discovery processes. Wet lab prediction of DTIs is time-consuming, expensive, ...

Oct 6 2020 33035462
Sampling methods and feature selection for mortality prediction with neural networks.

Along with digitization, automatic data-driven decision support systems become increasingly popular. Mortality prediction is a vital part of that deci...

Oct 5 2020 33031938
Deep learning based discrimination of soft tissue profiles requiring orthognathic surgery by facial photographs.

Facial photographs of the subjects are often used in the diagnosis process of orthognathic surgery. The aim of this study was to determine whether con...

Oct 1 2020 33004872
A multimodal deep learning-based drug repurposing approach for treatment of COVID-19.

Recently, various computational methods have been proposed to find new therapeutic applications of the existing drugs. The Multimodal Restricted Boltz...

Sep 30 2020 32997257
Human interaction behavior modeling using Generative Adversarial Networks.

Recently, considerable research has focused on personal assistant robots, and robots capable of rich human-like communication are expected. Among huma...

Sep 30 2020 33039789
Adaptive Neural Backstepping Sliding Mode Heading Control for Underactuated Ships with Drift Angle and Ship-Bank Interaction.

In order to track the desired path under unknown parameters and environmental disturbances, an adaptive backstepping sliding mode control algorithm wi...

Sep 27 2020 33082777
Tianxia120: A Multimodal Medical Data Collection Bioinformatic System for Proactive Health Management in Internet of Medical Things.

A digital medical health system named Tianxia120 that can provide patients and hospitals with "one-step service" is proposed in this paper. Evolving f...

Sep 26 2020 33082925
Multi-modal infusion pump real-time monitoring technique for improvement in safety of intravenous-administration patients.

Intravenous (IV) medication administration processes have been considered as high-risk steps, because accidents during IV administration can lead to s...

Sep 25 2020 32972310
LncMirNet: Predicting LncRNA-miRNA Interaction Based on Deep Learning of Ribonucleic Acid Sequences.

Long non-coding RNA (LncRNA) and microRNA (miRNA) are both non-coding RNAs that play significant regulatory roles in many life processes. There is cum...

Sep 23 2020 32977679
Antimicrobial activity of DC and its synergistic interaction with nisin against food-related bacteria.

The antimicrobial activities of DC essential oil (EO) and hydroalcoholic extract (HE) were evaluated. The EO showed broad antimicrobial activity and ...

Sep 22 2020 34294963
High-content image generation for drug discovery using generative adversarial networks.

Immense amount of high-content image data generated in drug discovery screening requires computationally driven automated analysis. Emergence of advan...

Sep 20 2020 32977280
M3DISEEN: A novel machine learning approach for predicting the 3D printability of medicines.

Artificial intelligence (AI) has the potential to reshape pharmaceutical formulation development through its ability to analyze and continuously monit...

Sep 20 2020 32961295
Artificial intelligence in COVID-19 drug repurposing.

Drug repurposing or repositioning is a technique whereby existing drugs are used to treat emerging and challenging diseases, including COVID-19. Drug ...

Sep 18 2020 32984792
Artificial Intelligence Effecting a Paradigm Shift in Drug Development.

The inverse relationship between the cost of drug development and the successful integration of drugs into the market has resulted in the need for inn...

Sep 17 2020 32940124
A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network.

BACKGROUND: Drug-target interaction prediction is of great significance for narrowing down the scope of candidate medications, and thus is a vital ste...

Sep 17 2020 32938374
Stress Classification Using Photoplethysmogram-Based Spatial and Frequency Domain Images.

Stress is subjective and is manifested differently from one person to another. Thus, the performance of generic classification models that classify st...

Sep 17 2020 32957479
On stability and associative recall of memories in attractor neural networks.

Attractor neural networks such as the Hopfield model can be used to model associative memory. An efficient associative memory should be able to store ...

Sep 17 2020 32941475
DeepHE: Accurately predicting human essential genes based on deep learning.

Accurately predicting essential genes using computational methods can greatly reduce the effort in finding them via wet experiments at both time and r...

Sep 16 2020 32936825
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