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Prescriptions

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

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Pre-training strategy for antiviral drug screening with low-data graph neural network: A case study in HIV-1 K103N reverse transcriptase.

Graph neural networks (GNN) offer an alternative approach to boost the screening effectiveness in dr...

Advancing Anticancer Drug Discovery: Leveraging Metabolomics and Machine Learning for Mode of Action Prediction by Pattern Recognition.

A bottleneck in the development of new anti-cancer drugs is the recognition of their mode of action ...

Machine learning localization to identify the epileptogenic side in mesial temporal lobe epilepsy.

BACKGROUND: Mesial temporal sclerosis (MTS) is the most common pathology associated with drug-resist...

Unlocking therapeutic frontiers: harnessing artificial intelligence in drug discovery for neurodegenerative diseases.

Neurodegenerative diseases (NDs) pose serious healthcare challenges with limited therapeutic treatme...

Developing a Wearable Sensor-Based Digital Biomarker of Opioid Dependence.

BACKGROUND: Repeated opioid exposure leads to a variety of physiologic adaptations that develop at d...

Machine learning-derived peripheral blood transcriptomic biomarkers for early lung cancer diagnosis: Unveiling tumor-immune interaction mechanisms.

Lung cancer continues to be the leading cause of cancer-related mortality worldwide. Early detection...

Predicting pedestrian-vehicle interaction severity at unsignalized intersections.

OBJECTIVES: This study aims to develop and validate a novel deep-learning model that predicts the se...

Towards novel small-molecule inhibitors blocking PD-1/PD-L1 pathway: From explainable machine learning models to molecular dynamics simulation.

Molecular design of small-molecule inhibitors targeting programmed cell death-1 (PD-1)/programmed ce...

Deep learning assists early-detection of hypertension-mediated heart change on ECG signals.

Arterial hypertension is a major risk factor for cardiovascular diseases. While cardiac ultrasound i...

Prediction of electron-solid interaction parameters using machine learning.

BACKGROUND: Electron backscattering coefficient and electron-stopping power are essential concepts i...

Data-augmented machine learning scoring functions for virtual screening of YTHDF1 mA reader protein.

Machine learning is rapidly advancing the drug discovery process, significantly enhancing speed and ...

Drug-target prediction through self supervised learning with dual task ensemble approach.

Drug-Target interaction (DTI) prediction, a transformative approach in pharmaceutical research, seek...

[Digital health apps : How to achieve the successful integration into healthcare].

Digital health applications (apps) have been available on prescription since 2019 and offer a multit...

Plant lncRNA-miRNA Interaction Prediction Based on Counterfactual Heterogeneous Graph Attention Network.

Identifying interactions between long non-coding RNAs (lncRNAs) and microRNAs (miRNAs) provides a ne...

A Molecular Fragment Representation Learning Framework for Drug-Drug Interaction Prediction.

The concurrent use of multiple drugs may result in drug-drug interactions, increasing the risk of ad...

Drug-Target Binding Affinity Prediction in a Continuous Latent Space Using Variational Autoencoders.

Accurate prediction of Drug-Target binding Affinity (DTA) is a daunting yet pivotal task in the sphe...

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