Publications by authors named "Ingoo Lee"

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Translating clinical gene sequencing into a foundational representation of tumor subtype.
JungHo Kong, Ingoo Lee, Dean Boecher, Akshat Singhal, Marcus R Kelly

bioRxiv· September 2025

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Data-efficient prediction of OLED optical properties enabled by transfer learning.
Jeong Min Shin, Sanmun Kim, Sergey G Menabde, Sehong Park, In-Goo Lee

Nanophotonics· April 2025

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A genotype-phenotype transformer to assess and explain polygenic risk.
Ingoo Lee, Zachary S Wallace, Yuqi Wang, Sungjoon Park, Hojung Nam

bioRxiv· April 2025

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Evaluation of large language models for discovery of gene set function.
Mengzhou Hu, Sahar Alkhairy, Ingoo Lee, Rudolf T Pillich, Dylan Fong

Nat Methods· January 2025

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Evaluation of large language models for discovery of gene set function.
Mengzhou Hu, Sahar Alkhairy, Ingoo Lee, Rudolf T Pillich, Dylan Fong

ArXiv· April 2024

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Evaluation of large language models for discovery of gene set function.
Mengzhou Hu, Sahar Alkhairy, Ingoo Lee, Rudolf T Pillich, Robin Bachelder

Res Sq· September 2023

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AMP-BERT: Prediction of antimicrobial peptide function based on a BERT model.
Hansol Lee, Songyeon Lee, Ingoo Lee, Hojung Nam

Protein Sci· January 2023

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AI-based prediction of new binding site and virtual screening for the discovery of novel P2X3 receptor antagonists.
Koon Mook Kang, Ingoo Lee, Hojung Nam, Yong-Chul Kim

Eur J Med Chem· October 2022

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BayeshERG: a robust, reliable and interpretable deep learning model for predicting hERG channel blockers.
Hyunho Kim, Minsu Park, Ingoo Lee, Hojung Nam

Brief Bioinform· July 2022

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Distributed source localization of epileptiform discharges in juvenile myoclonic epilepsy: Standardized low-resolution brain electromagnetic tomography (sLORETA) Study.
Kwang Yeon Kim, Ja-Un Moon, Joo-Young Lee, Tae-Hoon Eom, Young-Hoon Kim, In-Goo Lee

Medicine (Baltimore)· July 2022

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Sequence-based prediction of protein binding regions and drug-target interactions.
Ingoo Lee, Hojung Nam

J Cheminform· February 2022

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Comparative analysis of background EEG activity in juvenile myoclonic epilepsy during valproic acid treatment: a standardized, low-resolution, brain electromagnetic tomography (sLORETA) study.
Ja-Un Moon, Joo-Young Lee, Kwang-Yeon Kim, Tae-Hoon Eom, Young-Hoon Kim, In-Goo Lee

BMC Neurol· February 2022

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Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-driven and Machine Learning Approaches.
Hyunho Kim, Eunyoung Kim, Ingoo Lee, Bongsung Bae, Minsu Park

Biotechnol Bioprocess Eng· January 2021

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Lasing of scarred mode near above threshold in a semiconductor microcavity laser.
In-Goo Lee, Chang-Hwan Yi, Ji-Won Lee, Jinhyeok Ryu, Sunjae Gwak

Opt Lett· July 2020

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Lowest threshold lasing modes localized on marginally unstable periodic orbits in a semiconductor microcavity laser.
In-Goo Lee, Chang-Hwan Yi, Ji-Won Lee, Hyeon-Hye Yu, Jinhyeok Ryu

Opt Express· June 2020

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DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences.
Ingoo Lee, Jongsoo Keum, Hojung Nam

PLoS Comput Biol· June 2019

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Source localization of epileptiform discharges in childhood absence epilepsy using a distributed source model: a standardized, low-resolution, brain electromagnetic tomography (sLORETA) study.
Ye-Hwa Jun, Tae-Hoon Eom, Young-Hoon Kim, Seung-Yun Chung, In-Goo Lee

Neurol Sci· May 2019

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Changes in background electroencephalographic activity in benign childhood epilepsy with centrotemporal spikes after oxcarbazepine treatment: a standardized low-resolution brain electromagnetic tomography (sLORETA) study.
Ye-Hwa Jun, Tae-Hoon Eom, Young-Hoon Kim, Seung-Yun Chung, In-Goo Lee

BMC Neurol· January 2019

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Extremely high Q and unidirectional laser emission due to combination of the Kolmogorov-Arnold-Moser barrier and the chaotic sea in a dielectric microdisk.
Ji-Won Lee, Chang-Hwan Yi, In-Goo Lee, Ji-Hwan Kim, Hyeon-Hye Yu

Opt Lett· December 2018

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Identification of drug-target interaction by a random walk with restart method on an interactome network.
Ingoo Lee, Hojung Nam

BMC Bioinformatics· June 2018

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Comparative analysis of background EEG activity in childhood absence epilepsy during valproate treatment: a standardized, low-resolution, brain electromagnetic tomography (sLORETA) study.
Jung-Hyun Shin, Tae-Hoon Eom, Young-Hoon Kim, Seung-Yun Chung, In-Goo Lee

Neurol Sci· July 2017

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Distributed source localization of interictal spikes in benign childhood epilepsy with centrotemporal spikes: A standardized low-resolution brain electromagnetic tomography (sLORETA) study.
Tae-Hoon Eom, Jung-Hyun Shin, Young-Hoon Kim, Seung-Yun Chung, In-Goo Lee

J Clin Neurosci· April 2017

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Chirality of a resonance in the absence of backscatterings.
Jinhyeok Ryu, Ji-Won Lee, Chang-Hwan Yi, Ji-Hwan Kim, In-Goo Lee

Opt Express· February 2017

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The hospital outcomes compared between the early and late hypothermia-treated groups in neonates.
Young-Ah Youn, Ji Hoon Kim, Sook-Kyung Yum, Cheong-Jun Moon, In-Goo Lee

J Matern Fetal Neonatal Med· January 2017

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Unidirectional emission from a cardioid-shaped microcavity laser.
In-Goo Lee, Sung-Min Go, Jin-Hyeok Ryu, Chang-Hwan Yi, Sung-Bock Kim

Opt Express· February 2016

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