Concepedia

Ingoo Lee

IL

7

Publications

989

Citations

7

H-Index

2018

Active since

Affiliations

Gwangju Institute of Science and Technology(Current)

Ingoo Lee is an author at Gwangju Institute of Science and Technology specializing in computational biology, engineering, and medicine.

Top concepts

MedicineEngineeringComputational BiologyData ScienceBioinformaticsSystems BiologyPharmacologyDeep LearningDrug DiscoveryMachine Learning

Publications per year

2018–2024

7

Publications

7

DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences

Ingoo Lee, Jongsoo Keum, Hojung Nam · PLoS Computational Biology · 2019 · 660 citations · Full text

Convolutional Neural Network, Dti Prediction Model, Engineering +19

<scp>AMP‐BERT</scp>: Prediction of antimicrobial peptide function based on a <scp>BERT</scp> model

Hansol Lee, Songyeon Lee, Ingoo Lee et al. · Protein Science · 2022 · 94 citations · Full text

Engineering, Machine Learning, Peptide Engineering +19

Sequence-based prediction of protein binding regions and drug–target interactions

Ingoo Lee, Hojung Nam · Journal of Cheminformatics · 2022 · 67 citations · Full text

Evaluation of large language models for discovery of gene set function

Mengzhou Hu, Sahar Alkhairy, Ingoo Lee et al. · Nature Methods · 2024 · 61 citations · Full text

Natural Language Processing, Bioinformatics, Large Language Models +14

Identification of drug-target interaction by a random walk with restart method on an interactome network

Ingoo Lee, Hojung Nam · BMC Bioinformatics · 2018 · 60 citations · Full text

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