David Watson - Publications, H-index & Citations

David Watson

king's college london

43H指数

266论文数

1.0W被引数

收录论文 24

发表时间

General Type-2 Hierarchical Fuzzy Model-Agnostic Explanation of Image Classification for XAI 通用类型-2分层模糊模型无关图像分类解释方法研究

IEEE Transactions on Fuzzy Systems

IF11.9

2026-04-23

PREAI

Faliang Yin; Hak-Keung Lam; David Watson

Missing Value Imputation With Adversarial Random Forests-MissARF 基于对抗性随机森林的缺失值插补—MissARF

Statistics in Medicine

IF1.8

2026-02-01

OAAI

Golchian, Pegah; Kapar, Jan; Watson, David S.; Wright, Marvin N.

Transcriptomic profiling and machine learning uncover gene signatures of psoriasis endotypes and disease severity 转录组分析和机器学习揭示银屑病内型和疾病严重程度的基因特征

Communications Medicine

IF6.3

2026-01-21

OAAI

Ashley Rider; Henry J. Grantham; Graham R. Smith; David S. Watson; John Casement; Simon J. Cockell; Jack Gisby; Amy C. Foulkes; Rafael Henkin; Wasim A. Iqbal; Tom Ewen; Shoba Amarnath; Sandra Ng; Paolo Zuliani; Nick Dand; Deborah Stocken; Christopher Traini; Elizabeth Thomas; Shanker Kalyana-Sundaram; Deepak K. Rajpal; Kathleen M. Smith; Jonathan N. Barker; Christopher E. M. Griffiths; Paola Di Meglio; Catherine H. Smith; Richard B. Warren; Michael R. Barnes; Nick J. Reynolds

The benefits and pitfalls of machine learning for biomarker discovery 机器学习用于生物标志物发现的好处和陷阱

CELL AND TISSUE RESEARCH

IF2.9

2023-07-27

OAAI

Ng, Sandra; Masarone, Sara; Watson, David; Barnes, Michael R. R.

Interpretable machine learning for genomics

HUMAN GENETICS

IF3.6

2021-10-20

OAAI

Watson, David S.

Testing conditional independence in supervised learning algorithms

MACHINE LEARNING

IF2.9

2021-08-02

OAAI

Watson, David S.; Wright, Marvin N.

M3C: Monte Carlo reference-based consensus clustering M3C: 基于蒙特卡洛参考的共识聚类

SCIENTIFIC REPORTS

IF3.9

2020-02-04

OAAI

John, Christopher R.; Watson, David; Russ, Dominic; Goldmann, Katriona; Ehrenstein, Michael; Pitzalis, Costantino; Lewis, Myles; Barnes, Michael

Molecular Portraits of Early Rheumatoid Arthritis Identify Clinical and Treatment Response Phenotypes 早期类风湿关节炎的分子肖像识别临床和治疗反应表型

CELL REPORTS

IF6.9

2019-08-01

240

OAAI

Lewis, Myles J.; Barnes, Michael R.; Blighe, Kevin; Goldmann, Katriona; Rana, Sharmila; Hackney, Jason A.; Ramamoorthi, Nandhini; John, Christopher R.; Watson, David S.; Kummerfeld, Sarah K.; Hands, Rebecca; Riahi, Sudeh; Rocher-Ros, Vidalba; Rivellese, Felice; Humby, Frances; Kelly, Stephen; Bombardieri, Michele; Ng, Nora; DiCicco, Maria; van der Heijde, Desiree; Landewe, Robert; van der Helm-van Mil, Annette; Cauli, Alberto; McInnes, Iain B.; Buckley, Christopher D.; Choy, Ernest; Taylor, Peter C.; Townsend, Michael J.; Pitzalis, Costantino

Are the dead taking over Facebook? A Big Data approach to the future of death online

BIG DATA & SOCIETY

IF5.9

2019-04-23

OAAI

Ohman, Carl J.; Watson, David

Clinical applications of machine learning algorithms: beyond the black box

BMJ-BRITISH MEDICAL JOURNAL

IF42.7

2019-03-12

259

OAAI

Watson, David S.; Krutzinna, Jenny; Bruce, Ian N.; Griffiths, Christopher E. M.; McInnes, Iain B.; Barnes, Michael R.; Floridi, Luciano

Oncometabolite induced primary cilia loss in pheochromocytoma

ENDOCRINE-RELATED CANCER

IF4.6

2019-01-01

OAAI

O'Toole, Samuel M.; Watson, David S.; Novoselova, Tatiana V.; Romano, Lisa E. L.; King, Peter J.; Bradshaw, Teisha Y.; Thompson, Clare L.; Knight, Martin M.; Sharp, Tyson V.; Barnes, Michael R.; Srirangalingam, Umasuthan; Drake, William M.; Chapple, J. Paul

A Framework for Multi-Omic Prediction of Treatment Response to Biologic Therapy for Psoriasis

JOURNAL OF INVESTIGATIVE DERMATOLOGY

IF5.7

2019-01-01

OAAI

Foulkes, Amy C.; Watson, David S.; Carr, Daniel F.; Kenny, John G.; Slidel, Timothy; Parslew, Richard; Pirmohamed, Munir; Anders, Simon; Reynolds, Nick J.; Griffiths, Christopher E. M.; Warren, Richard B.; Barnes, Michael R.

Sex differences in the nitrate-nitrite-NO• pathway: Role of oral nitrate-reducing bacteria 硝酸盐-亚硝酸盐-NO·途径的性别差异: 口腔硝酸盐还原细菌的作用

FREE RADICAL BIOLOGY AND MEDICINE

IF8.2

2018-10-01

PREAI

Kapil, Vikas; Rathod, Krishnaraj S.; Khambata, Rayomand S.; Bahra, Manpreet; Velmurugan, Shanti; Purba, Amandeep; Watson, David S.; Barnes, Michael R.; Wade, William G.; Ahluwalia, Amrita

Bioinformatics for dermatology: why we should learn about code

BRITISH JOURNAL OF DERMATOLOGY

IF9.6

2018-04-01

PREAI

Foulkes, A. C.; Watson, D. S.; Barnes, M. R.

Research Techniques Made Simple: Bioinformatics for Genome-Scale Biology

JOURNAL OF INVESTIGATIVE DERMATOLOGY

IF5.7

2017-09-01

OAAI

Foulkes, Amy C.; Watson, David S.; Griffiths, Christopher E. M.; Warren, Richard B.; Huber, Wolfgang; Barnes, Michael R.

Signatures of inflammation and impending multiple organ dysfunction in the hyperacute phase of trauma: A prospective cohort study

PLOS MEDICINE

IF9.9

2017-07-17

OAAI

Cabrera, Claudia P.; Manson, Joanna; Shepherd, Joanna M.; Torrance, Hew D.; Watson, David; Longhi, M. Paula; Hoti, Mimoza; Patel, Minal B.; O'Dwyer, Michael; Nourshargh, Sussan; Pennington, Daniel J.; Barnes, Michael R.; Brohi, Karim

Systems biology approach to the analysis of pharmacogenomic data in psoriasis

JOURNAL OF INVESTIGATIVE DERMATOLOGY

IF5.7

2016-09-01

OAAI

Foulkes, A. C.; Watson, D. S.; Rattray, N. J.; Donaldson, M.; Goodacre, R.; Reynolds, N.; Griffiths, C. E.; Warren, R. B.; Barnes, M. R.

The 68th Edinburgh International Film Festival

BRITISH JOURNAL OF GENERAL PRACTICE

IF5.2

2014-12-01

OAAI

Watson, David