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Machine learning-driven insights into ctDNA for oral cancer: Applications, models, and future prospects
Published 2024-09-01“…Circulating tumor DNA (ctDNA) offers a promising non-invasive approach for early cancer detection, treatment monitoring, and personalized medicine, particularly in oral cancer. This review explores the clinical applications, challenges, and future prospects of ctDNA analysis. …”
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A comprehensive review on roles of electrochemical approaches in drug delivery
Published 2025-02-01“…The potential of electrochemical approaches to revolutionize drug delivery by providing precise, controlled, and targeted therapeutic interventions is emphasized, underscoring their growing importance in personalized medicine and future biomedical applications.…”
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Exploiting the similarity of dissimilarities for biomedical applications and enhanced machine learning.
Published 2025-01-01“…The "similarity of dissimilarities" is an emerging paradigm in biomedical science with significant implications for protein function prediction, machine learning (ML), and personalized medicine. In protein function prediction, recognizing dissimilarities alongside similarities provides a more detailed understanding of evolutionary processes, allowing for a deeper exploration of regions that influence biological functionality. …”
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Biomimetic nanocarriers: integrating natural functions for advanced therapeutic applications
Published 2024-12-01“…Here, we address the therapeutic applications of biomimetic nanocarriers and their promising strategy for personalized medicine.…”
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Sex hormones and immune regulation in ovarian cancer
Published 2024-12-01“…The review also discusses the therapeutic implications of these interactions, including the potential for combining hormone-based therapies with immune checkpoint inhibitors. Personalized medicine approaches, leveraging biomarkers for predicting treatment response, are considered essential for optimizing patient outcomes. …”
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Application of biomaterials in mesenchymal stem cell based endometrial reconstruction: current status and challenges
Published 2025-01-01“…The review also addresses future directions in this field, such as advances in biomaterial engineering, new biomaterials currently under investigation, and personalized medicine approaches. This review emphasizes the significance of biomaterials in MSC-based therapy for endometrial reconstruction and provides practical guidance for developing new materials and treatment protocols for clinical applications.…”
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Responsive nanomaterials in biomedicine, patent path and prospect analysis
Published 2025-02-01“…In the future, responsive nanomaterials are expected to play a pivotal role in personalized medicine, multifunctional carrier design, and complex disease management, providing novel insights and technological support for precision medicine.…”
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A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring
Published 2025-01-01“…Methods This article surveys the current state-of-the-art in applying DTs in healthcare, and how these twins are generated to support smart, personalized medicine. These concepts are applied to a DT for a simulated health-monitoring scenario. …”
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Beyond Immunuhistochemistry: Molecular Insights Into Round Cell Soft Tissue Tumors
Published 2024-12-01“…Integration of molecular pathology with traditional diagnostic approaches is essential for improving diagnostic accuracy, prognostication, and therapeutic strategies, paving the way for personalized medicine in the management of RCSTTs. Full form of ABBREVIATIONS are provided at the end.…”
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Neuromuscular diseases: genomics-driven advances
Published 2024-11-01“…Continued progress in gene therapy, RNA-based therapeutics, and personalized medicine holds promise for further breakthroughs in the management of these debilitating diseases.…”
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Microfabricated sensors for non-invasive, real-time monitoring of organoids
Published 2024-12-01“…As the next-generation biological model, organoids provide new opportunities for drug discovery, disease modeling, and personalized medicine. To fully harness the potential of organoids, real-time monitoring of biological states and functional evaluation of organoids are crucial. …”
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Choosing the Right Angiotensin Converting Enzyme Inhibitors; Gender –Specific Approach
Published 2024-12-01“…By embracing a personalized medicine framework that accounts for gender-related differences, health-care professionals can optimize therapeutic interventions, minimize treatment disparities, and strive for improved cardiovascular health outcomes for all individuals. …”
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Structure-Based Approaches for Protein–Protein Interaction Prediction Using Machine Learning and Deep Learning
Published 2025-01-01“…Through the integration of experimental and computational tools, structure-based prediction paves the way for comprehensive proteomic network analysis, holding promise for advancements in drug discovery, biomarker identification, and personalized medicine. Future directions include enhancing scalability and dataset reliability to expand these approaches across diverse proteomes.…”
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Drug molecular representations for drug response predictions: a comprehensive investigation via machine learning methods
Published 2025-01-01“…The insights derived from our study offer useful guidance on selecting the most suitable drug molecular representations for constructing efficient predictive models for DRPs, aiding for drug repurposing, personalized medicine, and new drug discovery.…”
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Advances in physiological and clinical relevance of hiPSC-derived brain models for precision medicine pipelines
Published 2025-01-01“…Precision, or personalized, medicine aims to stratify patients based on variable pathogenic signatures to optimize the effectiveness of disease prevention and treatment. …”
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Innovative bioinks for 3D bioprinting: Exploring technological potential and regulatory challenges
Published 2025-01-01“…The development of bioinks, incorporating natural and synthetic materials, offers unprecedented opportunities for personalized medicine. However, the rapid technological progress raises regulatory challenges regarding safety, standardization, and long-term biocompatibility. …”
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