AIMC Topic: Precision Medicine

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Discovering biomarkers associated and predicting cardiovascular disease with high accuracy using a novel nexus of machine learning techniques for precision medicine.

Scientific reports Jan 2, 2024
Personalized interventions are deemed vital given the intricate characteristics, advancement, inherent genetic composition, and diversity of cardiovascular diseases (CVDs). The appropriate utilization of artificial intelligence (AI) and machine learn...
Humans Biomarkers Precision Medicine Cardiovascular Diseases Artificial Intelligence Machine Learning
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Impact of artificial intelligence on prognosis, shared decision-making, and precision medicine for patients with inflammatory bowel disease: a perspective and expert opinion.

Annals of medicine Jan 1, 2024
INTRODUCTION: Artificial intelligence (AI) is expected to impact all facets of inflammatory bowel disease (IBD) management, including disease assessment, treatment decisions, discovery and development of new biomarkers and therapeutics, as well as cl...
Inflammatory Bowel Diseases Precision Medicine Humans Artificial Intelligence Prognosis
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Machine Learning Approaches to Predict Asthma Exacerbations: A Narrative Review.

Advances in therapy Dec 19, 2023
The implementation of artificial intelligence (AI) and machine learning (ML) techniques in healthcare has garnered significant attention in recent years, especially as a result of their potential to revolutionize personalized medicine. Despite advanc...
Humans Artificial Intelligence Asthma Patient Acuity Machine Learning Precision Medicine
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GPDRP: a multimodal framework for drug response prediction with graph transformer.

BMC bioinformatics Dec 17, 2023
BACKGROUND: In the field of computational personalized medicine, drug response prediction (DRP) is a critical issue. However, existing studies often characterize drugs as strings, a representation that does not align with the natural description of m...
Humans Electric Power Supplies Cell Line RNA Neural Networks, Computer Precision Medicine
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Mapping the Bibliometrics Landscape of AI in Medicine: Methodological Study.

Journal of medical Internet research Dec 8, 2023
BACKGROUND: Artificial intelligence (AI), conceived in the 1950s, has permeated numerous industries, intensifying in tandem with advancements in computing power. Despite the widespread adoption of AI, its integration into medicine trails other sector...
Robotics Precision Medicine Bibliometrics Humans Artificial Intelligence Algorithms
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Identifying Explainable Machine Learning Models and a Novel SFRP2 Fibroblast Signature as Predictors for Precision Medicine in Ovarian Cancer.

International journal of molecular sciences Nov 29, 2023
Ovarian cancer (OC) is a type of malignant tumor with a consistently high mortality rate. The diagnosis of early-stage OC and identification of functional subsets in the tumor microenvironment are essential to the development of patient management st...
Tumor Microenvironment Humans Membrane Proteins Artificial Intelligence Carcinoma, Ovarian Epithelial Precision Medicine Fibroblasts Machine Learning Ovarian Neoplasms Female
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Machine learning models predict PTSD severity and functional impairment: A personalized medicine approach for uncovering complex associations among heterogeneous symptom profiles.

Psychological trauma : theory, research, practice and policy Nov 27, 2023
OBJECTIVE: Posttraumatic stress disorder (PTSD) is a debilitating psychiatric illness, experienced by approximately 10% of the population. Heterogeneous presentations that include heightened dissociation, comorbid anxiety and depression, and emotion ...
Humans Middle Aged Machine Learning Severity of Illness Index Precision Medicine Adult Female Stress Disorders, Post-Traumatic Male Young Adult
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Novel research and future prospects of artificial intelligence in cancer diagnosis and treatment.

Journal of hematology & oncology Nov 27, 2023
Research into the potential benefits of artificial intelligence for comprehending the intricate biology of cancer has grown as a result of the widespread use of deep learning and machine learning in the healthcare sector and the availability of highl...
Medical Oncology Precision Medicine Neoplasms Artificial Intelligence Humans Machine Learning
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Artificial intelligence in endocrinology: a comprehensive review.

Journal of endocrinological investigation Nov 16, 2023
BACKGROUND AND AIM: Artificial intelligence (AI) has emerged as a promising technology in the field of endocrinology, offering significant potential to revolutionize the diagnosis, treatment, and management of endocrine disorders. This comprehensive ...
Endocrine System Diseases Endocrinology Machine Learning Precision Medicine Humans Artificial Intelligence
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Connecting the dots towards precision orthodontics.

Orthodontics & craniofacial research Nov 15, 2023
Precision orthodontics entails the use of personalized clinical, biological, social and environmental knowledge of each patient for deep individualized clinical phenotyping and diagnosis combined with the delivery of care using advanced customized de...
Precision Medicine Orthodontics Humans Artificial Intelligence Machine Learning Software
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