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

AI-driven discovery of synergistic drug combinations against pancreatic cancer.

利用人工智能发现对抗胰腺癌的协同药物组合

Pourmousa Mohsen, Jain Sankalp, Barnaeva Elena, Jin Wengong, Hochuli Joshua, Itkin Zina, Maxfield Travis, Melo-Filho Cleber, Thieme Andrew, Wilson Kelli, Klumpp-Thomas Carleen, Michael Sam, Southall Noel, Jaakkola Tommi, Muratov Eugene N, Barzilay Regina, Tropsha Alexander, Ferrer Marc, Zakharov Alexey V

STPath: a generative foundation model for integrating spatial transcriptomics and whole-slide images

STPath:一种用于整合空间转录组学和全切片图像的生成式基础模型

Huang, Tinglin; Liu, Tianyu; Babadi, Mehrtash; Ying, Rex; Jin, Wengong

spRefine Denoises and Imputes Spatial Transcriptomics with a Reference-Free Framework Powered by Genomic Language Model

spRefine 利用基因组语言模型驱动的无参考框架对空间转录组数据进行去噪和插补

Liu, Tianyu; Huang, Tinglin; Jin, Wengong; Chu, Tinyi; Ying, Rex; Zhao, Hongyu

A generative deep learning approach to de novo antibiotic design

一种基于生成式深度学习的全新抗生素设计方法

Krishnan, Aarti; Anahtar, Melis N; Valeri, Jacqueline A; Jin, Wengong; Donghia, Nina M; Sieben, Leif; Luttens, Andreas; Zhang, Yu; Modaresi, Seyed Majed; Hennes, Andrew; Fromer, Jenna; Bandyopadhyay, Parijat; Chen, Jonathan C; Rehman, Danyal; Desai, Ronak; Edwards, Paige; Lach, Ryan S; Aschtgen, Marie-Stéphanie; Gaborieau, Margaux; Gaetani, Massimiliano; Palace, Samantha G; Omori, Satotaka; Khonde, Lutete; Moroz, Yurii S; Blough, Bruce; Jin, Chunyang; Loh, Edmund; Grad, Yonatan H; Saei, Amir Ata; Coley, Connor W; Wong, Felix; Collins, James J

Deep generative design of RNA aptamers using structural predictions

利用结构预测进行RNA适体的深度生成式设计

Wong, Felix; He, Dongchen; Krishnan, Aarti; Hong, Liang; Wang, Alexander Z; Wang, Jiuming; Hu, Zhihang; Omori, Satotaka; Li, Alicia; Rao, Jiahua; Yu, Qinze; Jin, Wengong; Zhang, Tianqing; Ilia, Katherine; Chen, Jack X; Zheng, Shuangjia; King, Irwin; Li, Yu; Collins, James J

Deep learning identifies synergistic drug combinations for treating COVID-19

深度学习识别出治疗新冠肺炎的协同药物组合

Jin, Wengong; Stokes, Jonathan M; Eastman, Richard T; Itkin, Zina; Zakharov, Alexey V; Collins, James J; Jaakkola, Tommi S; Barzilay, Regina

A graph-convolutional neural network model for the prediction of chemical reactivity

一种用于预测化学反应性的图卷积神经网络模型

Coley, Connor W; Jin, Wengong; Rogers, Luke; Jamison, Timothy F; Jaakkola, Tommi S; Green, William H; Barzilay, Regina; Jensen, Klavs F