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Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning

Journal article

Yang J. et al, (2023), Nature Machine Intelligence

Comparing genomic variant identification protocols for Candida auris.

Journal article

Li X. et al, (2023), Microb Genom, 9

An adversarial training framework for mitigating algorithmic biases in clinical machine learning

Journal article

Yang J. et al, (2023), npj Digital Medicine, 6

Self-Aware SGD: Reliable Incremental Adaptation Framework For Clinical AI Models

Journal article

Thakur A. et al, (2023), IEEE Journal of Biomedical and Health Informatics, 1 - 11

Treatment of enteric fever (typhoid and paratyphoid fever) with cephalosporins

Journal article

Kuehn R. et al, (2022), Cochrane Database of Systematic Reviews, 2022

Increasing test specificity without impairing sensitivity: lessons learned from SARS-CoV-2 serology.

Journal article

Perkmann T. et al, (2022), Journal of clinical pathology

Mortality risks associated with empirical antibiotic activity in Escherichia coli bacteraemia: an analysis of electronic health records

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Yoon CH. et al, (2022), Journal of Antimicrobial Chemotherapy, 77, 2536 - 2545

Symptoms and Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Positivity in the General Population in the United Kingdom

Journal article

Vihta KD. et al, (2022), Clinical Infectious Diseases, 75, e329 - e337

Time-of-Day Variation in SARS-CoV-2 RNA Levels during the Second Wave of COVID-19

Journal article

Zhuang X. et al, (2022), Viruses, 14, 1728 - 1728

Omicron-associated changes in SARS-CoV-2 symptoms in the United Kingdom

Journal article

Vihta1 KD. et al, (2022), Clinical Infectious Diseases

Comparison of two T-cell assays to evaluate T-cell responses to SARS-CoV-2 following vaccination in naïve and convalescent healthcare workers

Journal article

Phillips E. et al, (2022), Clinical and Experimental Immunology, 209, 90 - 98

Whole genome sequencing reveals hidden transmission of carbapenemase-producing Enterobacterales.

Journal article

Marimuthu K. et al, (2022), Nature communications, 13

Molecular alterations due to Col5a1 haploinsufficiency in a mouse model of classic Ehlers–Danlos syndrome

Journal article

Machol K. et al, (2022), Human Molecular Genetics, 31, 1325 - 1335

Genomic assessment of quarantine measures to prevent SARS-CoV-2 importation and transmission.

Journal article

Aggarwal D. et al, (2022), Nature communications, 13

Genomic epidemiology of SARS-CoV-2 in a UK university identifies dynamics of transmission.

Journal article

Aggarwal D. et al, (2022), Nature communications, 13

Monitoring populations at increased risk for SARS-CoV-2 infection in the community using population-level demographic and behavioural surveillance

Journal article

Pritchard E. et al, (2022), The Lancet Regional Health - Europe, 13, 100282 - 100282

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