William L. Hamilton

University of Cambridge — United Kingdom

Medicine · Health Sciences

54h-index21.8kcitations202works487.42yr avg
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Research Topics

SARS-CoV-2 and COVID-19 Research(36), Advanced Graph Neural Networks(32), Topic Modeling(26), SARS-CoV-2 detection and testing(19), COVID-19 Clinical Research Studies(18)

Publications182 total

Associations between sickle haemoglobin and the <i>Plasmodium falciparum CLAG</i> and <i>FIKK</i> gene families revealed by meta-analysis of 6,289 African samples
2025Open Access
De novo assembly of complete <i>Plasmodium falciparum</i> isolate genomes using PacBio HiFi sequencing technology
2025Open Access
An expanded method for malaria parasite genetic surveillance using targeted nanopore sequencing
Gates Open Research·2025· 1 citedOpen Access
Haplo-caller: A deep learning method for haplotype identification from mixed clonal samples
2025
Variable rates of SARS-CoV-2 evolution in chronic infections
PLoS Pathogens·2025· 3 citedOpen Access
Optimization of SHIP1 Inhibitors for the treatment of Alzheimer’s disease
Alzheimer s & Dementia·2024· 1 citedOpen Access
Identification of complex Plasmodium falciparum genetic backgrounds circulating in Africa: a multicountry genomic epidemiology analysis
The Lancet Microbe·2024· 5 citedOpen Access
Variable rates of SARS-CoV-2 evolution in chronic infections
2024· 1 citedOpen Access
Generative Active Learning for the Search of Small-molecule Protein Binders
arXiv (Cornell University)·2024· 4 citedOpen Access
A complex <i>Plasmodium falciparum</i> cryptotype circulating at low frequency across the African continent
2024· 2 citedOpen Access
Targeted Branching for the Maximum Independent Set Problem Using Graph Neural Networks
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)·2024· 5.3k citedOpen Access
Drug resistance and vaccine target surveillance of Plasmodium falciparum using nanopore sequencing in Ghana
Nature Microbiology·2023· 37 citedOpen Access
The clinical, genomic, and microbiological profile of invasive multi-drug resistant Escherichia coli in a major teaching hospital in the United Kingdom
Microbial Genomics·2023· 2 citedOpen Access
Nanopore sequencing for malaria molecular surveillance: opportunities and challenges
Trends in Parasitology·2023· 10 cited
A fourth locus in the Plasmodium falciparum genome associated with sickle haemoglobin
2023· 6 citedOpen Access
The clinical, genomic, and microbiological profile of invasive multi-drug resistant Escherichia coli in a major teaching hospital in the United Kingdom
2023Open Access
Bombardier Aftermarket Demand Forecast with Machine Learning
INFORMS Journal on Applied Analytics·2023· 13 cited
Nanopore sequencing for real-time genomic surveillance of <i>Plasmodium falciparum</i>
2022· 3 citedOpen Access
A review of biomedical datasets relating to drug discovery: a knowledge graph perspective
Briefings in Bioinformatics·2022· 112 citedOpen Access
SARS-CoV-2 lineage dynamics in England from September to November 2021: high diversity of Delta sub-lineages and increased transmissibility of AY.4.2
BMC Infectious Diseases·2022· 25 citedOpen Access
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Frequent Co-authors

Dominic Kwiatkowski(8), Jure Leskovec(7), M. Estée Török(6), Ben Warne(6), Aminu S. Jahun(6), Rick M. Fairhurst(6), Mihir Kekre(6), Rex Ying(5), Sushmita Sridhar(5), Stephen R. Forrest(5), Luke W. Meredith(5), Grant Hall(5), Myra Hosmillo(5), Sónia Gonçalves(5), Ian Goodfellow(5), Antoine Claessens(5), Jiaxuan You(4), Xiang Ren(4), Lucy Rivett(4), Dominic Sparkes(4)