日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

LiBRe: A Ligand-Aware Sequence-Based Binding Residue Prediction Model for Virtual Screening

LiBRe:一种用于虚拟筛选的配体感知序列结合残基预测模型

Kang, Keumseok; Kim, Mingyeol; Kim, Juseong; Sel, Sanghun; Song, Giltae

Learning a refinement model for variant analysis in non-human primate genomes

学习一种用于非人灵长类动物基因组变异分析的精细化模型

Choi, Jeonghoon; Zhou, Bo; Song, Giltae

Gene spatial integration: enhancing spatial transcriptomics analysis via deep learning and batch effect mitigation

基因空间整合:通过深度学习和批次效应缓解增强空间转录组学分析

Pratama, Rian; Hilton, Jason; Cherry, J Michael; Song, Giltae

Detection and analysis of complex structural variation in human genomes across populations and in brains of donors with psychiatric disorders.

对不同人群的人类基因组以及患有精神疾病的捐赠者大脑中的复杂结构变异进行检测和分析

Zhou Bo, Arthur Joseph G, Guo Hanmin, Kim Taeyoung, Huang Yiling, Pattni Reenal, Wang Tao, Kundu Soumya, Luo Jay X J, Lee HoJoon, Nachun Daniel C, Purmann Carolin, Monte Emma M, Weimer Annika K, Qu Ping-Ping, Shi Minyi, Jiang Lixia, Yang Xinqiong, Fullard John F, Bendl Jaroslav, Girdhar Kiran, Kim Minsu, Chen Xi, Greenleaf William J, Duncan Laramie, Ji Hanlee P, Zhu Xiang, Song Giltae, Montgomery Stephen B, Palejev Dean, Zu Dohna Heinrich, Roussos Panos, Kundaje Anshul, Hallmayer Joachim F, Snyder Michael P, Wong Wing H, Urban Alexander E

Therapeutic gene target prediction using novel deep hypergraph representation learning

利用新型深度超图表示学习进行治疗基因靶点预测

Kim, Kibeom; Kim, Juseong; Kim, Minwook; Lee, Hyewon; Song, Giltae

AptaTrans: a deep neural network for predicting aptamer-protein interaction using pretrained encoders

AptaTrans:一种利用预训练编码器预测适体-蛋白质相互作用的深度神经网络

Shin, Incheol; Kang, Keumseok; Kim, Juseong; Sel, Sanghun; Choi, Jeonghoon; Lee, Jae-Wook; Kang, Ho Young; Song, Giltae

DeepFold: enhancing protein structure prediction through optimized loss functions, improved template features, and re-optimized energy function

DeepFold:通过优化损失函数、改进模板特征和重新优化能量函数来增强蛋白质结构预测

Lee, Jae-Won; Won, Jong-Hyun; Jeon, Seonggwang; Choo, Yujin; Yeon, Yubin; Oh, Jin-Seon; Kim, Minsoo; Kim, SeonHwa; Joung, InSuk; Jang, Cheongjae; Lee, Sung Jong; Kim, Tae Hyun; Jin, Kyong Hwan; Song, Giltae; Kim, Eun-Sol; Yoo, Jejoong; Paek, Eunok; Noh, Yung-Kyun; Joo, Keehyoung

Authentication of differential gene expression in oral squamous cell carcinoma using machine learning applications

利用机器学习应用验证口腔鳞状细胞癌中的差异基因表达

Pratama, Rian; Hwang, Jae Joon; Lee, Ji Hye; Song, Giltae; Park, Hae Ryoun

Predicting aptamer sequences that interact with target proteins using an aptamer-protein interaction classifier and a Monte Carlo tree search approach

利用适体-蛋白相互作用分类器和蒙特卡罗树搜索方法预测与靶蛋白相互作用的适体序列

Lee, Gwangho; Jang, Gun Hyuk; Kang, Ho Young; Song, Giltae

CNN-Peaks: ChIP-Seq peak detection pipeline using convolutional neural networks that imitate human visual inspection

CNN-Peaks:一种利用卷积神经网络模拟人类视觉检查的ChIP-Seq峰值检测流程

Oh, Dongpin; Strattan, J Seth; Hur, Junho K; Bento, José; Urban, Alexander Eckehart; Song, Giltae; Cherry, J Michael