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Prescriptions

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

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Showing 4741-4760 of 9,097 articles

Bioinformatics and machine learning approaches reveal key genes and underlying molecular mechanisms of atherosclerosis: A review.

Atherosclerosis (AS) causes thickening and hardening of the arterial wall due to accumulation of extracellular matrix, cholesterol, and cells. In this study, we used comprehensive bioinformatics tools and machine learning approaches to explore key genes and molecular network mechanisms underlying AS in multiple data sets. Next, we analyzed the correlation between AS and immune fine cell infiltrati...

Aug 2 2024 39093811

Natural Language Processing Accurately Differentiates Cancer Symptom Information in Electronic Health Record Narratives.

PURPOSE: Identifying cancer symptoms in electronic health record (EHR) narratives is feasible with natural language processing (NLP). However, more efficient NLP systems are needed to detect various symptoms and distinguish observed symptoms from negated symptoms and medication-related side effects. We evaluated the accuracy of NLP in (1) detecting 14 symptom groups (ie, pain, fatigue, swelling, d...

Aug 1 2024 39116379
Prediction of Drug-Induced Liver Injury: From Molecular Physicochemical Properties and Scaffold Architectures to Machine Learning Approaches.

The process of developing new drugs is widely acknowledged as being time-intensive and requiring substantial financial investment. Despite ongoing eff...

Aug 1 2024 39179521
[Prediction of color simulation prescription for traditional Chinese medicine placebo solution based on whale algorithm-optimized back propagation neural network].

Traditional Chinese medicine(TCM) placebos are simulated preparations for specific objects and the color simulation in the development of TCM placebos...

Aug 1 2024 39307780
Enabling Uniform Computer Interaction Experience for Blind Users through Large Language Models

Blind individuals, who by necessity depend on screen readers to interact with computers, face considerable challenges in navigating the diverse and ...

Heads Up eXperience (HUX): Always-On AI Companion for Human Computer Environment Interaction

While current personal smart devices excel in digital domains, they fall short in assisting users during human environment interaction. This paper p...

Revolutionizing Undergraduate Learning: CourseGPT and Its Generative AI Advancements

Integrating Generative AI (GenAI) into educational contexts presents a transformative potential for enhancing learning experiences. This paper intro...

MetaPredictor: in silico prediction of drug metabolites based on deep language models with prompt engineering.

Metabolic processes can transform a drug into metabolites with different properties that may affect its efficacy and safety. Therefore, investigation ...

Jul 25 2024 39082648
Identification of molecular subtypes of dementia by using blood-proteins interaction-aware graph propagational network.

Plasma protein biomarkers have been considered promising tools for diagnosing dementia subtypes due to their low variability, cost-effectiveness, and ...

Jul 25 2024 39226887
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning

In clinical treatment, identifying potential adverse reactions of drugs can help assist doctors in making medication decisions. In response to the p...

Hierarchical Machine Learning Classification of Parkinsonian Disorders using Saccadic Eye Movements: A Development and Validation Study

Discriminating between Parkinson's Disease (PD) and Progressive Supranuclear Palsy (PSP) is difficult due to overlapping symptoms, especially early ...

Predicting drug synergy using a network propagation inspired machine learning framework.

Combination therapy is a promising strategy for cancers, increasing therapeutic options and reducing drug resistance. Yet, systematic identification o...

Jul 19 2024 38183214
Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment

Recent studies on learning-based sound source localization have mainly focused on the localization performance perspective. However, prior work and ...

StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions

The integration of Large Language Models (LLMs), especially ChatGPT, into education is poised to revolutionize students' learning experiences by int...

Boosting drug-disease association prediction for drug repositioning via dual-feature extraction and cross-dual-domain decoding

The extraction of biomedical data has significant academic and practical value in contemporary biomedical sciences. In recent years, drug reposition...

Ubiquitous Metadata: Design and Fabrication of Embedded Markers for Real-World Object Identification and Interaction

The convergence of the physical and digital realms has ushered in a new era of immersive experiences and seamless interactions. As the boundaries be...

MKDTI: Predicting drug-target interactions via multiple kernel fusion on graph attention network

Drug-target relationships may now be predicted computationally using bioinformatics data, which is a valuable tool for understanding pharmacological...

Token-Mol 1.0: Tokenized drug design with large language model

Significant interests have recently risen in leveraging sequence-based large language models (LLMs) for drug design. However, most current applicati...

A deep graph model for the signed interaction prediction in biological network

Predicting signed interactions in biological networks is crucial for understanding drug mechanisms and facilitating drug repurposing. While deep gra...

A 3D Pancreatic Cancer Model with Integrated Optical Sensors for Noninvasive Metabolism Monitoring and Drug Screening

A distinct feature of pancreatic ductal adenocarcinoma (PDAC) is a prominent tumor microenvironment (TME) with remarkable cellular and spatial heter...

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