プロフィール詳細

プロジェクトを作成

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Tim L.に依頼

United Kingdom

Full-stack clinician | Cambridge BEng, MD | Genomics @Sanger | ML Engineer @NHS | 10+ authorships incl. Nature, JAMA Psy

プロフィール概要

Full-stack clinician with expertise in deep learning, genomics, and business startups. Your one-stop solution for all data & software needs in healthcare Understanding data | MD candidate with 7+ years of experience as data scientist and ML Engineer at Moorfields Eye Hospital, Sanger Institute, National University of Singapore, and University of Cambridge Gathering data | Data mining for top consulting firms Processing data | R & python package developer, fluent in JavaScript, SQL, PHP, C#, and Unix Analyzing data | Deep learning, statistics, genomics, molecular genetics with 10+ authorships (papers, conferences) incl. Nature, JAMA Psychiatry Deploying models | Full-stack web and app developer for medical device startups and clinical trials Business insights | Youngest NHS Clinical Entrepreneur at admission and consulting projects for private hospitals, pharmaceutical, and veterinary companies Personal website: https://timingliu.org

専門分野

• ☆ Data Analysis
• ☆ Natural Language Processing
• ☆ Python
• ☆ SPSS
• ☆ Matlab
• ☆ SQL
• ☆ Tensorflow
• ☆ R
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Clinical Trial Documentation, Medical Writing, Translation

Research Scientific and Technical Research, Systematic Literature Review

Consulting Business Strategy Consulting, Digital Strategy Consulting, Healthcare Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Concept Development, Prototyping

職務経験

Deep learning engineer

Moorfields Eye Hospital

- 現在

Data scientist

University of Cambridge

- 現在

NHS Clinical Entrepreneur

National Health Service

- 現在

Statistical geneticist

Wellcome Sanger Institute

- 現在

学歴

BA Engineering (Department of Engineering)

UNIVERSITY OF CAMBRIDGE

- 現在

Medical Doctor (MB BChir, equivalent to MD) (Clinical School)

UNIVERSITY OF CAMBRIDGE

- 現在

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Yukun Zhou, Mark A. Chia, Siegfried K. Wagner, Murat S. Ayhan, Dominic J. Williamson, Robbert R. Struyven, Timing Liu, Moucheng Xu, Mateo G. Lozano, Peter Woodward-Court, et al. (2023). A foundation model for generalizable disease detection from retinal images . Nature.

Vivienne J Tan, Timing Liu, Zainul Arifin, Beatrice Pak, Arnold S C Tan, Simin Wong, Chiea-Chuen Khor, Henry Yang, Caroline G Lee, Zhongwei Huang, et al. (2023). Third-Generation Single-Molecule Sequencing for Preimplantation Genetic Testing of Aneuploidy and Segmental Imbalances . Clinical Chemistry.

Siegfried K. Wagner, Mario Cortina-Borja, Steven M. Silverstein, Yukun Zhou, David Romero-Bascones, Robbert R. Struyven, Emanuele Trucco, Muthu R. K. Mookiah, Tom MacGillivray, Stephen Hogg, et al.(2023). Association Between Retinal Features From Multimodal Imaging and Schizophrenia . JAMA Psychiatry. American Medical Association ({AMA})

Timing Liu and Furene S. Wang and Felicia S.H. Cheah and Yanghong Gu and Marie Shaw and Hai-Yang Law and Stacey K.H. Tay and Caroline G. Lee and David L. Nelson and Jozef Gecz and Samuel S. Chong(2021). Simultaneous Screening of the FRAXA and FRAXE Loci for Rapid Detection of FMR1 CGG and/or AFF2 CCG Repeat Expansions by Triplet-Primed PCR . The Journal of Molecular Diagnostics. 23. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 941--951. Elsevier {BV}

PREPRINT

Timing Liu, Alagu Sankareswaran, Gordon Paterson, Diane P Fraser, Sam Hodgson, Qin Qin Huang, Teng Hiang Heng, Meera Ladwa, Nick Thomas, David A. van Heel, et al. (2023). Investigating misclassification of type 1 diabetes in a population-based cohort of British Pakistanis and Bangladeshis using polygenic risk scores .