Essays about: "Drug information"
Showing result 1 - 5 of 141 essays containing the words Drug information.
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1. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction
University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknikAbstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE
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2. Analyzing the performance of active learning strategies on machine learning problems
University essay from Uppsala universitet/Avdelningen för systemteknikAbstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE
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3. Screening of HETP test conditions and resin storage solutions for HIC
University essay from Uppsala universitet/Analytisk farmaceutisk kemiAbstract : Hydrophobic interaction chromatography (HIC) is a common purification method for biological drug substances. For continuous monitoring the quality of the purification, a column performance test is carried out to test the packing of the resin. READ MORE
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4. Advancements of 3D Bioprinting : A market development study
University essay from Uppsala universitet/Institutionen för samhällsbyggnad och industriell teknikAbstract : In most cases new technology emergence does not guarantee overnight success nor is it developed overnight, rather it is a result of industry expertise spanning over several fields of research. 3D bioprinting is an industry that promises revolutionary implications for healthcare and scholars are discussing application areas such as tissue for oncology research, tissue for patient specific drug development and lastly complex organs for implantation. READ MORE
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5. Utilizing Transformers with Domain-Specific Pretraining and Active Learning to Enable Mining of Product Labels
University essay from Uppsala universitet/Avdelningen för beräkningsvetenskapAbstract : Structured Product Labels (SPLs), the package inserts that accompany drugs governed by the Food and Drugs Administration (FDA), hold information about Adverse Drug Reactions (ADRs) that exists associated with drugs post-market. This information is valuable for actors working in the field of pharmacovigilance aiming to improve the safety of drugs. READ MORE