SNUBI Research ::   (118 talks satisfying Presenter = 윤미선)
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2025-05:
24 윤미선   J.Club
28 윤미선   TopicSem

2025-04:
09 윤미선 Hierarchical RAG Enhances a Pharmacogenomic AI assistant in Guideline related Queries  TopicSem
30 윤미선 Comparative Analysis of HRAG and PGx4Statin for Statin and Future study  TopicSem

2025-03:
08 윤미선 Pharmacogenomics Meets Generative AI: Transforming Clinical Trial Design with Large Language Models     J.Club
12 윤미선 RAG and Knowledge graph of PGx LLM   TopicSem

2025-02:
12 윤미선 Guardrail system for PGx LLM  TopicSem

2025-01:
02 윤미선 Language models with diverse combinations of RAG and prompt engineering  TopicSem
11 윤미선 Enhancing pharmacogenomic data accessibility and drug safety with large language models: a case study with Llama3.1     J.Club
20 윤미선 Fine-tuning for PGx LLM  TopicSem
22 윤미선 Knowledge graph  MAInfo

2024-12:
09 윤미선 PGx LLM  TopicSem

2024-11:
04 윤미선 Problem Statement for PGx LLM  TopicSem
25 윤미선 Instruction tuning for PGx LLM  TopicSem
30 윤미선 Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation     J.Club

2024-10:
17 윤미선 Database Design for RightDrugAI  TopicSem
23 윤미선 Instruction fine tuning  MAInfo
26 윤미선 Unlocking the potential of advanced large language models in medication review and reconciliation: A proof-of-concept investigation     J.Club

2024-09:
04 윤미선 (In review) Pharmacogenomic Profiling of the South Korean Population: Insights and Implications for Personalized Medicine  MAInfo
14 윤미선 LORE: A Literature Semantics Framework for Evidenced Disease Gene Pathogenicity Prediction at Scale     J.Club
23 윤미선 Artificial intelligence-based translation and interpretation of pharmacogenomic analysis using Large Language Model  TopicSem

2024-08:
10 윤미선 CancerGPT for few shot drug pair synergy prediction using large pretrained language models     J.Club
22 윤미선 QA generator and fine-tuning for PGx LLM  TopicSem

2024-07:
06 윤미선 Analysis of 10,478 cancer genomes identifies candidate driver genes and opportunities for precision oncology      J.Club
08 윤미선 Artificial intelligence-based translation and interpretation of pharmacogenomic analysis using Large Language Model  TopicSem
24 윤미선 QA Dataset Generator Based on Documents Using a Large Language Model (LLM)  MAInfo
29 윤미선 Artificial intelligence-based translation and interpretation of pharmacogenomic analysis using Large Language Model  TopicSem

2024-06:
17 윤미선 Replication: Empowering personalized pharmacogenomics with generative AI solutions   TopicSem
19 윤미선 LLaMA: Open and Efficient Foundation Language Models  MAInfo
22 윤미선 STARK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases     J.Club

2024-05:
21 윤미선 A list of Large Language Model  MAInfo
21 윤미선 A list of Large Language Model  MAInfo
23 윤미선 Replication: Empowering personalized pharmacogenomics with generative AI solutions   TopicSem

2024-04:
06 윤미선 A cost-effective sequencing method for genetic studies combining high-depth whole exome and low-depth whole genome     J.Club
08 윤미선 Comparative Analysis of Whole Genome Sequencing and High-Throughput Genotyping  TopicSem
29 윤미선 Artificial intelligence-based translation and interpretation of pharmacogenomic analysis using Large Language Model  TopicSem

2024-03:
09 윤미선 Genome-wide prediction of disease variant effects with a deep protein language model     J.Club
18 윤미선 Supplemental Materials: Pharmacogenetic Profiling in South Korean Population   TopicSem
27 윤미선 3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints  MAInfo

2024-02:
01 윤미선 Comparative Analysis of Whole Genome Sequencing and High-Throughput Genotyping  TopicSem
21 윤미선 An Evaluation of large language models in bioinformatics research  MAInfo
26 윤미선 Proposal_Development of an AI-based genetic mutation analysis support algorithm using a large language model   TopicSem

2024-01:
08 윤미선 Pharmacogenetic Profiling of CYP2D6 gene in South Korean Population  TopicSem
20 윤미선 Genome-wide association study on pharmacological outcomes of musculoskeletal pain in UK Biobank     J.Club

2023-12:
02 윤미선 Populational pan-ethnic screening panel enabled by deep whole genome sequencing      J.Club
11 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population: Genotype-Based Drug Recommendations  TopicSem

2023-11:
16 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population  TopicSem

2023-10:
18 윤미선 Nine-gene pharmacogenomics profile service  MAInfo
18 윤미선 Nine-gene pharmacogenomics profile service  MAInfo
21 윤미선 HLA-DQA1*05 and upstream variants of PPARGC1B are associated with infliximab persistence in Japanese Crohn’s disease patients     J.Club
26 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population: Genotype-Based Drug Interventions  TopicSem

2023-09:
09 윤미선 Assessment of clinically actionable pharmacogenetic markers to stratify anti-seizure medications     J.Club
21 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population: Genotype-Based Drug Interventions   TopicSem

2023-08:
07 윤미선 Exploring WES data of CKD cohort (EPO resistance)  TopicSem
30 윤미선 Visualizing genomic information across chromosomes with PhenoGram  MAInfo
31 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population: Genotype-Based Drug Interventions   TopicSem

2023-07:
10 윤미선 Population-Specific Pharmacogenetic Profiling in South Korean Population: Genotype-Based Drug Interventions  TopicSem
12 윤미선 EPO resistance index design & Mixed Effects Model  MAInfo
22 윤미선 The pharmacogenomic landscape of an Indigenous Australian population     J.Club

2023-06:
10 윤미선 Multiomic analysis of malignant pleural mesothelioma identifies molecular axes and specialized tumor profiles driving intertumor heterogeneity      J.Club
15 윤미선 Exploring WES data of CKD cohort   TopicSem

2023-05:
18 윤미선 CKD cohort grouping by EPO responsiveness  TopicSem

2023-04:
20 윤미선   TopicSem
29 윤미선   J.Club

2023-03:
09 윤미선 Study design using WES of CKD (EPO resistance)  TopicSem
09 윤미선 Study design using WES of CKD (EPO resistance)  TopicSem
09 윤미선 Diffusion model  MAInfo
09 윤미선 Diffusion model  MAInfo
11 윤미선 Diffusion Models for Implicit Image Segmentation Ensembles     J.Club
30 윤미선 Exploring WES data of CKD cohort  TopicSem

2023-01:
28 윤미선 Identification of pathogenic genes associated with CKD: An integrated bioinformatics approach     J.Club
30 윤미선 Pharmacogenomic Profile of Korean population using whole genome sequencing (HLA)  TopicSem

2022-12:
17 윤미선 EagleImp: fast and accurate genome-wide phasing and imputation in a single tool     J.Club
26 윤미선 Pharmacogenomic Profile of Korean population using WGS  TopicSem

2022-11:
10 윤미선 A gene set-integrated approach for predicting disease-associated genes  MAInfo
21 윤미선 Study design using WES of CKD (EPO resistance)  TopicSem

2022-10:
15 윤미선 Returning individual genomic results to population‑based cohort study participants with BRCA1/2 pathogenic variants     J.Club
24 윤미선 Pharmacogenomic Profile of Korean population using whole genome sequencing (Methods & Results of HLA)  TopicSem

2022-09:
08 윤미선 CLIP for Medical Image  MAInfo
08 윤미선 CLIP for Medical Image  MAInfo
22 윤미선 Pharmacogenomic Profile of Korean population using whole genome sequencing_2  TopicSem

2022-08:
08 윤미선 Pharmacogenomic Profile of Korean population using whole genome sequencing_2  TopicSem
20 윤미선 Development of an extensive workflow for comprehensive clinical pharmacogenomic profiling: lessons from a pilot study on 100 whole exome sequencing data     J.Club

2022-07:
07 윤미선 Identifying interactions in omics data for clinical biomarker discovery using symbolic regression  MAInfo
07 윤미선 Star allele calling in CYP2D6  MAInfo
07 윤미선 Star allele calling in CYP2D6  MAInfo
11 윤미선 Star allele calling in CYP2D6 and HLA  TopicSem

2022-06:
13 윤미선 Study design using WES of CKD  TopicSem
25 윤미선 Building digital twins of the human immune system: toward a roadmap     J.Club

2022-05:
07 윤미선 Clinical pharmacogenetic analysis in 5,001 individuals with diagnostic Exome Sequencing data     J.Club
16 윤미선 Pharmacogenomic Profile of Korean population using whole genome  TopicSem

2022-04:
02 윤미선 Genetic associations of protein-coding variants in human disease     J.Club
18 윤미선 Summary of Healthcare Big Data Showcase Data  TopicSem

2022-03:
21 윤미선 Proposed model : Universal MixUp for Domain Generalization in CXR  TopicSem
31 윤미선 Issues in Identification of pharmacogenetic variants from WGS in Health Showcase  MAInfo

2022-02:
03 윤미선 Domain adaptation for Medical images  TopicSem
12 윤미선 Pharmacogenomic analysis of a genetically distinct Indigenous population     J.Club
24 윤미선   TopicSem

2021-12:
02 윤미선 Anonymization and Deanonymization with CXR Identity Transformers  TopicSem
27 윤미선 Anomaly Detection Using CNN based Autoencoder combined with Kernel Density Estimation(KDE)  TopicSem
30 윤미선 Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features  MAInfo

2021-11:
01 윤미선 Segmentation of components for Image preprocessing  TopicSem
27 윤미선 Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation     J.Club

2021-10:
16 윤미선 A RELATIONAL-LEARNING PERSPECTIVE TO MULTI-LABEL CHEST X-RAY CLASSIFICATION      J.Club
19 윤미선 A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays  SysBiol

2021-09:
27 윤미선 Study Idea using Cancer Big Data   TopicSem

2021-08:
14 윤미선 Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition     J.Club
26 윤미선 Image generation of chest x-ray  TopicSem

2021-07:
12 윤미선 A Nextflow Genome-Wide Association Study Pipeline  MAInfo
12 윤미선 A Nextflow Genome-Wide Association Study Pipeline  MAInfo
20 윤미선 Group-based pharmacogenetic prediction  SysBiol
22 윤미선 Class Activation Map in Chest X-ray  TopicSem

2021-06:
01 윤미선 Stargazer genotyping  SysBiol
14 윤미선 Big Data in Healthcare and "Healthcare Big Data Showcase"  TopicSem

2021-05:
10 윤미선 Generative Adversarial Nets and its Application in Biomedical Informatics  MAInfo
15 윤미선 Differential Gene Set Enrichment Analysis: a statistical approach to quantify the relative enrichment of two gene sets     J.Club

2021-04:
29 윤미선 Comparison of Machine learning and Deep learning in prediction of PGx variants  TopicSem

2021-03:
29 윤미선 Common treatment, common variant: evolutionary prediction of functional pharmacogenomic variants  TopicSem

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