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Enhancing Akt Imaging through Targeted Reporter Expression
Published 2008-07-01“…The use of molecular imaging technologies has contributed significantly to drug discovery research with an emphasis on drug efficacy, the mechanism of action, and target validation studies. …”
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Role of Macrophages in the Pathogenesis of Atopic Dermatitis
Published 2013-01-01Get full text
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224
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. …”
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225
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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226
Unleashing the Power of OpenAI in Shaping the Future of Cancer Research
Published 2023-06-01“…This review article highlights the potential of OpenAI to shape the future of cancer research, including the identification of new therapeutic targets, predictive modeling for cancer progression and response to therapy, the development of personalized treatment plans, and advancements in drug discovery and development. The article also discusses the challenges of implementing OpenAI in cancer research and incorporating AI into the research process. …”
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227
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228
Development of a novel encystment medium: Enhancing diagnostic potential of Acanthamoeba spp.
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229
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Attention-based deep learning for accurate cell image analysis
Published 2025-01-01“…Abstract High-content analysis (HCA) holds enormous potential for drug discovery and research, but widely used methods can be cumbersome and yield inaccurate results. …”
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231
Natural Products for Cancer Therapy: A Review of Their Mechanism of Actions and Toxicity in the Past Decade
Published 2022-01-01Get full text
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232
A critical review on phytochemical profile and health promoting effects of mung bean (Vigna radiata)
Published 2018-03-01“…The various curative potential of mung bean provides successive preclinical outcomes in the field of drug discovery and this review strongly recommends that mung bean is an excellent nutritive legume, which modulates or prevents chronic degenerative diseases. …”
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233
Entire Irregularity Indices: A Comparative Analysis and Applications
Published 2025-01-01“…The entire irregularity indices have potential applications in drug discovery, materials science, and other areas where molecular properties are crucial.…”
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234
PatCID: an open-access dataset of chemical structures in patent documents
Published 2024-08-01“…Abstract The automatic analysis of patent publications has potential to accelerate research across various domains, including drug discovery and material science. Within patent documents, crucial information often resides in visual depictions of molecule structures. …”
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235
Sarcopenia and Age-Related Endocrine Function
Published 2012-01-01“…Since sarcopenia is largely attributed to various molecular mediators affecting fiber size, mitochondrial homeostasis, and apoptosis, numerous targets exist for drug discovery. In this paper, we summarize the current understanding of the endocrine contribution to sarcopenia and provide an update on hormonal intervention to try to improve endocrine defects. …”
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236
Inhaled Therapy in Respiratory Disease: The Complex Interplay of Pulmonary Kinetic Processes
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237
Drug-Drug interactions prediction calculations between cardiovascular drugs and antidepressants for discovering the potential co-medication risks.
Published 2025-01-01“…Predicting Drug-Drug Interactions (DDIs) enables cost reduction and time savings in the drug discovery process, while effectively screening and optimizing drugs. …”
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238
ISLRWR: A network diffusion algorithm for drug-target interactions prediction.
Published 2025-01-01“…Machine learning techniques and computer-aided methods are now widely used in the pre-discovery tasks of drug discovery, effectively improving the efficiency of drug development and reducing the workload and cost. …”
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239
Molecular Generation and Optimization of Molecular Properties Using a Transformer Model
Published 2024-03-01“…Generating novel molecules to satisfy specific properties is a challenging task in modern drug discovery, which requires the optimization of a specific objective based on satisfying chemical rules. …”
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240
On QSPR analysis of pulmonary cancer drugs using python-driven topological modeling
Published 2025-02-01“…This work marked the transformation in accelerating the math involved in drug discovery to reduce such research costs.…”
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