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Machine Learning to Unravel Anti-Ageing Compounds

机器学习揭示抗衰老化合物

基本信息

批准号：
BB/V007971/1
负责人：
Alex Freitas
金额：
$ 42.94万
依托单位：
University of Kent
依托单位国家：
英国
项目类别：
Research Grant
财政年份：
2021
资助国家：
英国
起止时间：
2021 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=BB%2FV007971%2F1
关键词：
Machine Learning Unravel Anti Ageing

项目摘要

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

目前GtR中并没有所有资助研究的摘要。这通常是因为在提交提案时不需要摘要，但也可能是因为摘要中包含个人详细信息等敏感信息。

项目成果

期刊论文数量（2）

专著数量（0）

科研奖励数量（0）

会议论文数量（0）

专利数量（0）

Predicting lifespan-extending chemical compounds for C. elegans with machine learning and biologically interpretable features.

DOI：
10.18632/aging.204866
发表时间：
2023-07-13
期刊：
Aging
影响因子：
0
作者：
通讯作者：

Predicting Lifespan-Extending Chemical Compounds with Machine Learning and Biologically Interpretable Features

DOI：
10.1101/2022.11.20.517230
发表时间：
2022-11
期刊：
bioRxiv
影响因子：
0
作者：
Caio Ribeiro;Christopher K. Farmer;J. de Magalhães;A. Freitas
通讯作者：
Caio Ribeiro;Christopher K. Farmer;J. de Magalhães;A. Freitas

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Alex Freitas其他文献

11th German Conference on Chemoinformatics (GCC 2015)

DOI：
10.1186/s13321-016-0119-5
发表时间：
2016-04-01
期刊：
Journal of Cheminformatics
影响因子：
5.700
作者：
Uli Fechner;Chris de Graaf;Andrew E. Torda;Stefan Güssregen;Andreas Evers;Hans Matter;Gerhard Hessler;Nicola J. Richmond;Peter Schmidtke;Marwin H. S. Segler;Mark P. Waller;Stefanie Pleik;Joan-Emma Shea;Zachary Levine;Ryan Mullen;Karina van den Broek;Matthias Epple;Hubert Kuhn;Andreas Truszkowski;Achim Zielesny;Johannes (Hans) Fraaije;Ruben Serral Gracia;Stefan M. Kast;Krishna C. Bulusu;Andreas Bender;Abraham Yosipof;Oren Nahum;Hanoch Senderowitz;Timo Krotzky;Robert Schulz;Gerhard Wolber;Stefan Bietz;Matthias Rarey;Markus O. Zimmermann;Andreas Lange;Manuel Ruff;Johannes Heidrich;Ionut Onlia;Thomas E. Exner;Frank M. Boeckler;Marcel Bermudez;Dzmitry S. Firaha;Oldamur Hollóczki;Barbara Kirchner;Christofer S. Tautermann;Andrea Volkamer;Sameh Eid;Samo Turk;Friedrich Rippmann;Simone Fulle;Noureldin Saleh;Giorgio Saladino;Francesco L. Gervasio;Elke Haensele;Lee Banting;David C. Whitley;Jana Sopkova-de Oliveira Santos;Ronan Bureau;Timothy Clark;Achim Sandmann;Harald Lanig;Patrick Kibies;Jochen Heil;Franziska Hoffgaard;Roland Frach;Julian Engel;Steven Smith;Debjit Basu;Daniel Rauh;Oliver Kohlbacher;Frank M. Boeckler;Jonathan W. Essex;Michael S. Bodnarchuk;Gregory A. Ross;Arndt R. Finkelmann;Andreas H. Göller;Gisbert Schneider;Tamara Husch;Christoph Schütter;Andrea Balducci;Martin Korth;Fidele Ntie-Kang;Stefan Günther;Wolfgang Sippl;Luc Meva’a Mbaze;Fidele Ntie-Kang;Conrad V. Simoben;Lydia L. Lifongo;Fidele Ntie-Kang;Philip Judson;Jiří Barilla;Miloš V. Lokajíček;Hana Pisaková;Pavel Simr;Natalia Kireeva;Alexandre Petrov;Denis Ostroumov;Vitaly P. Solovev;Vladislav S. Pervov;Nils-Ole Friedrich;Kai Sommer;Matthias Rarey;Johannes Kirchmair;Eugen Proschak;Julia Weber;Daniel Moser;Lena Kalinowski;Janosch Achenbach;Mark Mackey;Tim Cheeseright;Gerrit Renner;Gerrit Renner;Torsten C. Schmidt;Jürgen Schram;Marion Egelkraut-Holtus;Albert van Oeyen;Tuomo Kalliokoski;Denis Fourches;Akachukwu Ibezim;Chika J. Mbah;Umale M. Adikwu;Ngozi J. Nwodo;Alexander Steudle;Brian B. Masek;Stephan Nagy;David Baker;Fred Soltanshahi;Roman Dorfman;Karen Dubrucq;Hitesh Patel;Oliver Koch;Florian Mrugalla;Stefan M. Kast;Qurrat U. Ain;Julian E. Fuchs;Robert M. Owen;Kiyoyuki Omoto;Rubben Torella;David C. Pryde;Robert Glen;Andreas Bender;Petr Hošek;Vojtěch Spiwok;Lewis H. Mervin;Ian Barrett;Mike Firth;David C. Murray;Lisa McWilliams;Qing Cao;Ola Engkvist;Dawid Warszycki;Marek Śmieja;Andrzej J. Bojarski;Natalia Aniceto;Alex Freitas;Taravat Ghafourian;Guido Herrmann;Valentina Eigner-Pitto;Alexandra Naß;Rafał Kurczab;Andrzej J. Bojarski;Andreas Lange;Marcel B. Günther;Susanne Hennig;Felix M. Büttner;Christoph Schall;Adrian Sievers-Engler;Francesco Ansideri;Pierre Koch;Thilo Stehle;Stefan Laufer;Frank M. Böckler;Barbara Zdrazil;Floriane Montanari;Gerhard F. Ecker;Christoph Grebner;Anders Hogner;Johan Ulander;Karl Edman;Victor Guallar;Christian Tyrchan;Johan Ulander;Christian Tyrchan;Wolfgang Klute;Fredrik Bergström;Christian Kramer;Quoc Dat Nguyen;Roland Frach;Patrick Kibies;Steven Strohfeldt;Saraphina Böttcher;Tim Pongratz;Dominik Horinek;Stefan M. Kast;Bernd Rupp;Raed Al-Yamori;Michael Lisurek;Ronald Kühne;Filipe Furtado;Karina van den Broek;Ludger Wessjohann;Miriam Mathea;Knut Baumann;Siti Zuraidah Mohamad-Zobir;Xianjun Fu;Tai-Ping Fan;Andreas Bender;Maximilian A. Kuhn;Christoph A. Sotriffer;Azedine Zoufir;Xitong Li;Lewis Mervin;Ellen Berg;Mark Polokoff;Wolf D. Ihlenfeldt;Wolf D. Ihlenfeldt;Jette Pretzel;Zayan Alhalabi;Robert Fraczkiewicz;Marvin Waldman;Robert D. Clark;Neem Shaikh;Prabha Garg;Alexander Kos;Hans-Jürgen Himmler;Achim Sandmann;Christophe Jardin;Heinrich Sticht;Thomas B. Steinbrecher;Markus Dahlgren;Daniel Cappel;Teng Lin;Lingle Wang;Goran Krilov;Robert Abel;Richard Friesner;Woody Sherman;Ina A. Pöhner;Joanna Panecka;Rebecca C. Wade;Stefan Bietz;Karen T. Schomburg;Matthias Hilbig;Matthias Rarey;Christian Jäger;Vivien Wieczorek;Lance M. Westerhoff;Oleg Y. Borbulevych;Hans-Ulrich Demuth;Mirko Buchholz;Denis Schmidt;Thomas Rickmeyer;Timo Krotzky;Peter Kolb;Sumit Mittal;Elsa Sánchez-García;Mauro S. Nogueira;Tiago B. Oliveira;Fernando B. da Costa;Thomas J. Schmidt
通讯作者：
Thomas J. Schmidt