基本信息
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Bio
My research interests lie in Medical Image Computing and Machine Learning. My PhD research topic is Population Cardiac MRI Quality Assessment and Deep Learning using UK Biobank Dataset.
My current research aims to create a prototype software (or a decision-support tool) that predicts whether an individual patient with Multiple Sclerosis (MS) will respond to a medication by using machine learning techniques. This is a crucial step towards “personalized medicine”, which means to be able to prescribe the right treatment for the right patient.
My current research aims to create a prototype software (or a decision-support tool) that predicts whether an individual patient with Multiple Sclerosis (MS) will respond to a medication by using machine learning techniques. This is a crucial step towards “personalized medicine”, which means to be able to prescribe the right treatment for the right patient.
Research Interests
Papers共 32 篇Author StatisticsCo-AuthorSimilar Experts
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IEEE journal of biomedical and health informaticsno. 5 (2025): 3619-3631
IEEE transactions on medical imagingno. 4 (2025): 1648-1658
IEEE Trans Artif Intellno. 9 (2024): 4738-4752
ICLR 2024 (2024)
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Sara Collorone,Sarmad Al-Araji,Marcello Moccia,Ashwani Jha,Le Zhang,Arman Eshaghi,Baris Kanber,Alessia Bianchi,Charmaine Yam,Omar Abdel-Mannan,Anuriti Aojula,Dimitrios Champsas,Ronja Christensen,Olivia Goodkin,Giuseppe Pontillo,Weaam Hamed, Dominic Wilkins,Wallace Brownlee,Declan Chard,Jeremy Chataway,Karen Chung,Floriana De Angelis,Yael Hacohen,Zhaleh Khaleeli,Siobhan Leary,Josephine Swanton,Alan Thompson,Ahmed Toosy,Anand Trip,Heather Wilson,Frederik Barkhof,Parashkev Nachev,Olga Ciccarelli
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MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023 WORKSHOPS (2023): 171-181
PATTERN RECOGNITION (2023)
Sarmad Al-Araji,Marcello Moccia,Ashwani Jha,Le Zhang,Arman Eshaghi,Baris Kanber,Alessia Bianchi,Charmaine Yam,Omar Abdel-Mannan,Anuriti Aojula,Dimitrios Champsas,Olivia Goodkin,Giuseppe Pontillo,Weaam Hamed, Dominic Wilkins,Wallace Brownlee,Declan Chard,Jeremy Chataway,Karen Chung,Floriana De Angelis,Yael Hacohen,Zhaleh Khaleeli,Siobhan Leary,Josephine Swanton,Alan Thompson,Ahmed Toosy,Anand Trip,Heather Wilson,Frederik Barkhof,Parashkev Nachev,Olga Ciccarelli
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Author Statistics
#Papers: 32
#Citation: 394
H-Index: 9
G-Index: 17
Sociability: 5
Diversity: 2
Activity: 6
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