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D

Daniel Reker

Department of Biomedical Engineering

31H指数
103论文数
4.6K被引数
收录论文 51
发表时间
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Physics-informed design of drug-excipient nanoparticles via free energy calculation and yoked deep learning基于自由能计算和耦合深度学习的药物-辅料纳米粒子的物理信息设计
errnpj Computational Materials
IF11.9
err2026-08-11
err0
errOAAI
errYan Xiang; Zilu Zhang; Rebeca T. Stiepel; Chinmay S. Potnis; Lauren A. Onweller; Joseph R. Laforet; Hrshita Gowda; Daniel Reker
err分享
err收藏
Fine-tuned machine learning models for the discovery of dye nanoparticles with enhanced lung delivery精细调校的机器学习模型用于发现具有增强肺部递送功能的染料纳米颗粒
errJournal of Controlled Release
IF11.5
err2026-07-31
err0
PREAI
errLauren A. Onweller; Rebeca T. Stiepel; George A. Cortina; Joseph R. Laforet; Ivan Spasojevic; Ping Fan; Daniel Reker
err分享
err收藏
Identifying Antibiotic Effects of Investigational Drugs on Commensal Bacteria with Machine Learning利用机器学习识别研究药物对共生菌的抗生素效应
errACS Pharmacology & Translational Science
IF3.7
err2026-06-24
err0
errOAAI
errHrshita Gowda; Wenbo Lu; Paul Skaluba; Yan Xiang; Jessica R. McCann; Laura E. McCoubrey; John F. Rawls; Ophelia S. Venturelli; Daniel Reker
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The Use of Deep Learning in RNA Therapeutic Development深度学习在RNA疗法开发中的应用
errACS Nano
IF16
err2026-06-10
err0
errOAAI
errDeepak A. Subramanian; Sophia L. Yao; Alvin Chan; Jacob Witten; Daniel Reker; Daniel G. Anderson; Robert Langer; Giovanni Traverso
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Genetically Encoded Sterol-Modification of a Synthetic Intrinsically Disordered Protein Drives Its Self-Assembly Into Diverse Morphologies合成的固有无序蛋白的遗传编码的固醇修饰将其自组装为多种形态
errSmall
IF12.1
err2026-02-06
err0
PREAI
errSarah Yeon-Kyoung Kim; Taranpreet Kaur; Yulia Shmidov; Matthew Yiren Wang; Lixin Fan; Abigail Leo; Nicolas Angustia; Yan Xiang; Daniel Reker; Ashutosh Chilkoti
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All-PEG-Like Block Copolymers Self-Assemble into Stealth Nanocarriers for Drug Delivery全PEG类嵌段共聚物自组装成隐形纳米载体用于药物递送
errAdvanced Science
IF14.1
err2026-01-18
err0
errOAAI
errParul Sirohi; Brooke E. Silverstein; Yulia Shmidov; Sonal Deshpande; Joy Tong; Yvonne Y. Ma; Chinmay S. Potnis; Soumen Saha; Xinghai Li; Max R. Ney; Sarah Y. Kim; Joshua J. Milligan; Lixin Fan; Matthew L. Becker; Daniel Reker; Ashutosh Chilkoti
err分享
err收藏
Taking a deep dive with active learning for drug discovery
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-10-23
err0
PREAI
errFralish, Zachary; Reker, Daniel
err分享
err收藏
Machine learning trims the peptide drug design process to a sweet spot
errNATURE CHEMISTRY
IF20.2
err2024-08-16
err0
PREAI
errMarkey, Chloe E.; Reker, Daniel
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Data-driven learning of structure augments quantitative prediction of biological responses数据驱动的结构学习增强了生物响应的定量预测
errplos biology
IF3.6
err2024-06-03
err0
errOAAI
errHa, Yuanchi; Ma, Helena R.; Wu, Feilun; Weiss, Andrea; Duncker, Katherine; Xu, Helen Z.; Lu, Jia; Golovsky, Max; Reker, Daniel
err分享
err收藏
A large-scale machine learning analysis of inorganic nanoparticles in preclinical cancer research临床前癌症研究中无机纳米粒子的大规模机器学习分析
errNATURE NANOTECHNOLOGY
IF34.9
err2024-05-15
err6
PREAI
errMendes, Barbara B.; Zhang, Zilu; Conniot, Joao; Sousa, Diana P.; Ravasco, Joao M. J. M.; Onweller, Lauren A.; Lorenc, Andzelika; Rodrigues, Tiago; Reker, Daniel; Conde, Joao
err分享
err收藏
The landscape of small-molecule prodrugs
errNATURE REVIEWS DRUG DISCOVERY
IF101.8
err2024-04-02
err12
PREAI
errFralish, Zachary; Chen, Ashley; Khan, Shaharyar; Zhou, Pei; Reker, Daniel
err分享
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Silk Fibroin-Based Coatings for Pancreatin-Dependent Drug Delivery基于丝素蛋白的涂层用于胰酶依赖性药物递送
errJOURNAL OF PHARMACEUTICAL SCIENCES
IF3.8
err2024-03-01
err6
errOAAI
errNavamajiti, Natsuda; Gardner, Apolonia; Cao, Ruonan; Sugimoto, Yutaro; Yang, Jee Won; Lopes, Aaron; Phan, Nhi V.; Collins, Joy; Hua, Tiffany; Damrongsakkul, Siriporn; Kanokpanont, Sorada; Steiger, Christoph; Reker, Daniel; Langer, Robert; Traverso, Giovanni
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Characterizing emerging companies in computational drug development
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-02-26
err3
PREAI
errMarkey, Chloe; Croset, Samuel; Woolley, Olivia Ruth; Buldun, Can Martin; Koch, Christian; Koller, Daniel; Reker, Daniel
err分享
err收藏
Screening oral drugs for their interactions with the intestinal transportome via porcine tissue explants and machine learning通过猪组织外植体和机器学习筛选口服药物与肠道转运体的相互作用
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2024-02-20
err0
PREAI
errShi, Yunhua; Reker, Daniel; Byrne, James D.; Kirtane, Ameya R.; Hess, Kaitlyn; Wang, Zhuyi; Navamajiti, Natsuda; Young, Cameron C.; Fralish, Zachary; Zhang, Zilu; Lopes, Aaron; Soares, Vance; Wainer, Jacob; von Erlach, Thomas; Miao, Lei; Langer, Robert; Traverso, Giovanni
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Leveraging bounded datapoints to classify molecular potency improvements
errRSC MEDICINAL CHEMISTRY
IF3.6
err2024-01-01
err3
errOAAI
errFralish, Zachary; Skaluba, Paul; Reker, Daniel
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DeepDelta: predicting ADMET improvements of molecular derivatives with deep learning
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2023-10-27
err13
errOAAI
errFralish, Zachary; Chen, Ashley; Skaluba, Paul; Reker, Daniel
err分享
err收藏
Artificial intelligence for natural product drug discovery天然产物药物发现的人工智能
errNATURE REVIEWS DRUG DISCOVERY
IF101.8
err2023-09-11
err71
PREAI
errMullowney, Michael W.; Duncan, Katherine R.; Elsayed, Somayah S.; Garg, Neha; van der Hooft, Justin J. J.; Martin, Nathaniel I.; Meijer, David; Terlouw, Barbara R.; Biermann, Friederike; Blin, Kai; Durairaj, Janani; Gonzalez, Marina Gorostiola; Helfrich, Eric J. N.; Huber, Florian; Leopold-Messer, Stefan; Rajan, Kohulan; de Rond, Tristan; van Santen, Jeffrey A.; Sorokina, Maria; Balunas, Marcy J.; Beniddir, Mehdi A.; van Bergeijk, Doris A.; Carroll, Laura M.; Clark, Chase M.; Clevert, Djork-Arne; Dejong, Chris A.; Du, Chao; Ferrinho, Scarlet; Grisoni, Francesca; Hofstetter, Albert; Jespers, Willem; Kalinina, Olga V.; Kautsar, Satria A.; Kim, Hyunwoo; Leao, Tiago F.; Masschelein, Joleen; Rees, Evan R.; Reher, Raphael; Reker, Daniel; Schwaller, Philippe; Segler, Marwin; Skinnider, Michael A.; Walker, Allison S.; Willighagen, Egon L.; Zdrazil, Barbara; Ziemert, Nadine; Goss, Rebecca J. M.; Guyomard, Pierre; Volkamer, Andrea; Gerwick, William H.; Kim, Hyun Uk; Mueller, Rolf; van Wezel, Gilles P.; van Westen, Gerard J. P.; Hirsch, Anna K. H.; Linington, Roger G.; Robinson, Serina L.; Medema, Marnix H.
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Angiopoietin-2 is associated with capillary leak and predicts complications after cardiac surgeryAngiopoietin-2与毛细血管渗漏相关，并预测心脏手术后的并发症
errANNALS OF INTENSIVE CARE
IF5.5
err2023-08-08
err9
errOAAI
errWollborn, Jakob; Zhang, Zilu; Gaa, Julie; Gentner, Moritz; Hausmann, Christian; Saenger, Felix; Weise, Karina; Justice, Samuel; Funk, Jean-Luca; Staehle, Hans Felix; Thomas, Marie; Bruno, Raphael R.; Saravi, Babak; Friess, Jan O.; Marx, Markus; Buerkle, Hartmut; Trummer, Georg; Muehlschlegel, Jochen D.; Reker, Daniel; Goebel, Ulrich; Ulbrich, Felix
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Interpretable Molecular Property Predictions Using Marginalized Graph Kernels
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-07-28
err3
PREAI
errXiang, Yan; Tang, Yu-Hang; Lin, Guang; Reker, Daniel
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Improving molecular machine learning through adaptive subsampling with active learning
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err9
errOAAI
errWen, Yujing; Li, Zhixiong; Xiang, Yan; Reker, Daniel
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研究方向

暂无研究方向
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