基本信息
浏览量:13
职业迁徙
个人简介
My research programme aims to develop a computer tool that will enable doctors to predict which medicines individuals with multiple sclerosis will respond better to. There are many licensed drugs that reduce the risk of relapses in multiple sclerosis, but doctors cannot predict which of these will work best for an individual. The decision about which drug to give to a patient is based on personal preference. Medications are changed if patients develop relapses, disability and adverse events. The goal of my research professorship is to develop a computer tool that predicts whether an individual patient will respond to a drug by taking into account all the elements that may influence treatment response, including demographic and genetic factors, blood biomarkers, MRI, diet, comorbidities and life style. We will use machine learning, which is a sub-area of artificial intelligence, to predict individual treatment responses. This crucial information will help doctors to select the most appropriate treatment for multiple sclerosis patients.
研究兴趣
论文共 684 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Gavin Brittain,Jennifer Petrie, Kate E M Duffy,Rachel Glover, Katie Hullock,Diana Papaioannou,Elisa Roldan, Colette Beecher,Matthew Bursnall,Olga Ciccarelli,Alasdair J Coles,Cindy Cooper,
BMJ Openno. 2 (2024): e083582-e083582
Laura Cacciaguerra,Omar Abdel-Mannan, Dimitrios Champsas,Kshitij Mankad,Karl Krecke,John Chen, Stephanie Syc-Mazurek,Vyanka Redenbaugh, Alfonso Lopez, Cristina Valencia Sanchez,Cheryl Hemingway,Jan-Mendelt Tillema,
Siobhan Leary,Wallace Brownlee, Noreen Barker,Declan Chard,Jeremy Chataway,Karen Chung,Olga Ciccarelli,Gavin Giovannoni,Nevin John,Zhaleh Khaleeli,Josephine Swanton,Ahmed Toosy,
Neurologypp.603-654, (2024)
Giuseppe Pontillo,Ferran Prados, Jordan Colman,Baris Kanber,Omar Abdel-Mannan, Sarmad Al-Araji, Barbara Ballenberg,Alessia Bianchi,Alvino Bisecco,Wallace Brownlee,Arturo Brunetti,Alessandro Cagol,
medrxiv(2024)
Philipp Goebl,Jed Wingrove, Omar Abdelmannan, Barbara Brito Vega, Jonathan Stutters, Silvia Da Graca Ramos, Owain Kenway,Thomas Rosoor,Evangeline Wassmer,Jeremy Chataway,Douglas Arnold,Louis Collins,
crossref(2024)
Gavin Brittain,Jennifer Petrie, Kate E. M. Duffy,Rachel Glover, Katie Hullock,Diana Papaioannou,Elisa Roldan, Colette Beecher,Matthew Bursnall,Olga Ciccarelli,Alasdair J. Coles,Cindy Cooper,
Omar Abdel-Mannan, Dimitrios Champsas,Carmen Tur, Vanessa Lee,Sharmila Manivannan, Haroon Usman, Alison Skippen,Ishita Desai,Manali Chitre,Rob Forsyth,Rachel Kneen,Dipak Ram,
Journal of neurology, neurosurgery, and psychiatryno. 5 (2024): 426-433
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn