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  Influenza

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Articles published in PLoS Comput Biol

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Single Articles


    January 2026
  1. WU SX, Davis CN, Arnold M, Tildesley MJ, et al
    The role of ducks in detecting Highly Pathogenic Avian Influenza in small-scale backyard poultry farms.
    PLoS Comput Biol. 2026;22:e1013357.
    PubMed     Abstract available


  2. DAVIS CN, Hill EM, Jewell CP, Rysava K, et al
    A modelling assessment of the impact of control measures on highly pathogenic avian influenza transmission in poultry in Great Britain.
    PLoS Comput Biol. 2026;22:e1013874.
    PubMed     Abstract available


  3. MAYER-BLACKWELL K, Minervina A, Pogorelyy M, Rawat P, et al
    TCR2HLA: Calibrated inference of HLA genotypes from TCR repertoires enables identification of immunologically relevant metaclonotypes.
    PLoS Comput Biol. 2026;22:e1013767.
    PubMed     Abstract available


  4. WANG Z, Zhou Z, Wang J, Yang L, et al
    Characterization of the heterogeneity in SARS-CoV-2 fitness dynamics via graph representation learning.
    PLoS Comput Biol. 2026;22:e1013582.
    PubMed     Abstract available


    December 2025
  5. MORRIS DJ, Kennedy L, Black AJ
    Random time-shift approximation enables hierarchical Bayesian inference of mechanistic within-host viral dynamics models on large datasets.
    PLoS Comput Biol. 2025;21:e1013775.
    PubMed     Abstract available


  6. LEFEBVRE A, Marechal V, Gloaguen A, Lambert A, et al
    Unsupervised detection and fitness estimation of emerging SARS-CoV-2 variants: Application to wastewater samples (ANRS0160).
    PLoS Comput Biol. 2025;21:e1013749.
    PubMed     Abstract available


  7. PINERO S, Li X, Liu L, Li J, et al
    Integrative multi-omics framework for causal gene discovery in Long COVID.
    PLoS Comput Biol. 2025;21:e1013725.
    PubMed     Abstract available


  8. SOMSEN ED, Septer KM, Field CJ, Patel DR, et al
    Quantifying viral pandemic potential from experimental transmission studies.
    PLoS Comput Biol. 2025;21:e1013808.
    PubMed     Abstract available


    November 2025
  9. PARKER NT, Hong V, Davis GS, Pomichowski M, et al
    Clinical progression parameters associated with SARS-CoV-2, influenza, and respiratory syncytial virus infections in a large US integrated healthcare population.
    PLoS Comput Biol. 2025;21:e1013723.
    PubMed     Abstract available


  10. ROY M, Clapham HE, Mishra S
    Incorporating human mobility to enhance epidemic response and estimate real-time reproduction numbers.
    PLoS Comput Biol. 2025;21:e1013642.
    PubMed     Abstract available


  11. BILLINGS WZ, Ge Y, Skarlupka AL, Miller SL, et al
    Different antigenic distance metrics generate similar predictions of influenza vaccine response breadth despite moderate correlation.
    PLoS Comput Biol. 2025;21:e1013720.
    PubMed     Abstract available


  12. WICHMANN RM, Robiati Bigoto MA, Chiavegatto Filho ADP
    Federated learning for COVID-19 mortality prediction in a multicentric sample of 21 hospitals.
    PLoS Comput Biol. 2025;21:e1013695.
    PubMed     Abstract available


  13. TANG J, Rumack A, Wilder B, Rosenfeld R, et al
    Real-time forecasting of data revisions in epidemic surveillance streams.
    PLoS Comput Biol. 2025;21:e1013709.
    PubMed     Abstract available


  14. GOZZI N, Chinazzi M, Davis JT, Gioannini C, et al
    Epydemix: An open-source Python package for epidemic modeling with integrated approximate Bayesian calibration.
    PLoS Comput Biol. 2025;21:e1013735.
    PubMed     Abstract available


    October 2025
  15. O'NEILL X, White A, Northrup GR, Saad-Roy CM, et al
    Superspreading and the evolution of virulence.
    PLoS Comput Biol. 2025;21:e1013517.
    PubMed     Abstract available


  16. TEITELBAUM CS, Casazza ML, Overton CT, Matchett EL, et al
    Host responses and viral traits interact to shape the impacts of climate warming on highly pathogenic avian influenza in migratory waterfowl.
    PLoS Comput Biol. 2025;21:e1013451.
    PubMed     Abstract available


  17. PINETTES T, Leclerc QJ, Jean K, Temime L, et al
    The quarantine hospital strategy as a way to reduce both community and nosocomial transmission in the context of a COVID-like epidemic.
    PLoS Comput Biol. 2025;21:e1013548.
    PubMed     Abstract available


  18. STEYN N, Chadeau-Hyam M, Elliott P, Donnelly CA, et al
    A Bayesian model for repeated cross-sectional epidemic prevalence survey data.
    PLoS Comput Biol. 2025;21:e1013515.
    PubMed     Abstract available


  19. DU H, Zahn MV, Loo SL, Alleman TW, et al
    Improving policy design and epidemic response using integrated models of economic choice and disease dynamics with behavioral feedback.
    PLoS Comput Biol. 2025;21:e1013549.
    PubMed     Abstract available


  20. TORRAS-PEREZ M, Yoon IHR, Weeratunga P, Ho LP, et al
    Topology across scales on heterogeneous cell data.
    PLoS Comput Biol. 2025;21:e1013460.
    PubMed     Abstract available


  21. ERANTI P, Hegde M, Al Sium SM, Parra RG, et al
    Impact of the COVID-19 pandemic on computational biology early career researchers: A global retrospective study.
    PLoS Comput Biol. 2025;21:e1013554.
    PubMed     Abstract available


  22. JOUBBI S, Micheli A, Milazzo P, Ciano G, et al
    Enhancing antibody-antigen interaction prediction with atomic flexibility.
    PLoS Comput Biol. 2025;21:e1013576.
    PubMed     Abstract available


    September 2025
  23. HODGSON D, Hay J, Jarju S, Jobe D, et al
    serojump: A Bayesian tool for inferring infection timing and antibody kinetics from longitudinal serological data.
    PLoS Comput Biol. 2025;21:e1013467.
    PubMed     Abstract available


  24. LIM D, Ko KT, Hong H, Lee H, et al
    A history-dependent approach for accurate initial condition estimation in epidemic models.
    PLoS Comput Biol. 2025;21:e1013438.
    PubMed     Abstract available


  25. LOOKER J, Rock KS, Dyson L
    Identifying COVID-19 peaks using early warning signals.
    PLoS Comput Biol. 2025;21:e1013524.
    PubMed     Abstract available


  26. BACKER JA, Klinkenberg D, Miura F, Wallinga J, et al
    Estimating the effectiveness of non-pharmaceutical interventions against COVID-19 transmission in the Netherlands.
    PLoS Comput Biol. 2025;21:e1013502.
    PubMed     Abstract available


  27. BEREGI S, Parag KV
    Optimal algorithms for controlling infectious diseases in real time using noisy infection data.
    PLoS Comput Biol. 2025;21:e1013426.
    PubMed     Abstract available


  28. LIN Y, Hay JA, Meng Y, Cowling BJ, et al
    Generalizing population RT-qPCR cycle threshold values-informed estimation of epidemiological dynamics: Impact of surveillance practices and pathogen variability.
    PLoS Comput Biol. 2025;21:e1013527.
    PubMed     Abstract available


    August 2025
  29. TORRES-FLOREZ S, Flores Anato JL, He JH, Portilla VG, et al
    Evaluating COVID-19 vaccination policy in Quebec (Canada) using a data-driven dynamic transmission model.
    PLoS Comput Biol. 2025;21:e1013207.
    PubMed     Abstract available


  30. SCIANNA M, Gallotti R, Tizzoni M, Artime O, et al
    Comparing the effectiveness of ring and block-vaccination strategies on networks.
    PLoS Comput Biol. 2025;21:e1013274.
    PubMed     Abstract available


  31. TIZZANI M, Gauvin L
    Socioeconomic determinants of protective behaviors and contact patterns in the post-COVID-19 pandemic era: A cross-sectional study in Italy.
    PLoS Comput Biol. 2025;21:e1013262.
    PubMed     Abstract available


  32. STEWART L, Evans S, Brevini T, Sampaziotis F, et al
    Modelling the potential use of pre-exposure prophylaxis to reduce nosocomial SARS-CoV-2 transmission.
    PLoS Comput Biol. 2025;21:e1013361.
    PubMed     Abstract available


  33. REYNE B, Kamiya T, Djidjou-Demasse R, Alizon S, et al
    Leaky or polarised immunity: Non-Markovian modelling highlights the impact of immune memory assumptions.
    PLoS Comput Biol. 2025;21:e1013399.
    PubMed     Abstract available


    July 2025
  34. NGANDU NK, Fielding BC, van Heusden P, Mcinga K, et al
    Population-level toggling of T cell immune escape at human leukocyte antigen anchor residues in SARS-CoV-2 Spike proteins, in an ethnically diverse population region.
    PLoS Comput Biol. 2025;21:e1013261.
    PubMed     Abstract available


  35. LI Y, Gozzi N, Perra N
    Estimating behavioural relaxation induced by COVID-19 vaccines in the first months of their rollout.
    PLoS Comput Biol. 2025;21:e1013266.
    PubMed     Abstract available


  36. JING S, Wang H
    Infectivity and fatality of influenza in pre- and post-COVID-19 pandemic year.
    PLoS Comput Biol. 2025;21:e1013229.
    PubMed     Abstract available


  37. NGUYEN QD, Chang SL, Suster CJE, Rockett RJ, et al
    Multi-scale phylodynamic modelling of rapid punctuated pathogen evolution.
    PLoS Comput Biol. 2025;21:e1013295.
    PubMed     Abstract available


  38. ABER R, Di Y, Dalziel BD
    Time-series modeling of epidemics in complex populations: Detecting changes in incidence volatility over time.
    PLoS Comput Biol. 2025;21:e1012882.
    PubMed     Abstract available


  39. GONG R, Feng Z, Zhang Y
    Using homologous network to identify reassortment risk in H5Nx avian influenza viruses.
    PLoS Comput Biol. 2025;21:e1013301.
    PubMed     Abstract available


  40. KEITHLEY J, Choudhuri A, Adhikari B, Pemmaraju SV, et al
    Analyzing greedy vaccine allocation algorithms for metapopulation disease models.
    PLoS Comput Biol. 2025;21:e1012539.
    PubMed     Abstract available


    June 2025
  41. DEICHMANN J, Barda N, Canetti M, Peretz Y, et al
    Predicting antibody kinetics and duration of protection against SARS-CoV-2 following vaccination from sparse serological data.
    PLoS Comput Biol. 2025;21:e1013192.
    PubMed     Abstract available


  42. VOUTOURI C, Munn LL, Stylianopoulos T, Jain RK, et al
    Biomarkers of mRNA vaccine efficacy derived from mechanistic modeling of tumor-immune interactions.
    PLoS Comput Biol. 2025;21:e1013163.
    PubMed     Abstract available


  43. CHEN S, Venkatesan S, Arnetorp S, Bergenheim K, et al
    Features influencing the health and economic impact of preventing COVID-19 in immunocompromised individuals.
    PLoS Comput Biol. 2025;21:e1013072.
    PubMed     Abstract available


  44. GAZEAU ST, Deng X, Brunet-Ratnasingham E, Kaufmann DE, et al
    Using virtual patient cohorts to uncover immune response differences in cancer and immunosuppressed COVID-19 patients.
    PLoS Comput Biol. 2025;21:e1013170.
    PubMed     Abstract available


  45. MURPH AC, Gibson GC, Amona EB, Beesley LJ, et al
    Synthetic method of analogues for emerging infectious disease forecasting.
    PLoS Comput Biol. 2025;21:e1013203.
    PubMed     Abstract available


    May 2025
  46. POLCZ P, Reguly IZ, Tornai K, Juhasz J, et al
    Smart epidemic control: A hybrid model blending ODEs and agent-based simulations for optimal, real-world intervention planning.
    PLoS Comput Biol. 2025;21:e1013028.
    PubMed     Abstract available


  47. MEDINA CM, Palacios JA, Minin VM
    Accounting for reporting delays in real-time phylodynamic analyses with preferential sampling.
    PLoS Comput Biol. 2025;21:e1012970.
    PubMed     Abstract available


    April 2025
  48. WU L, Baker CM, Tierney N, Carville K, et al
    Quantifying the impact of contact tracing interview prioritisation strategies on disease transmission: A modelling study.
    PLoS Comput Biol. 2025;21:e1012906.
    PubMed     Abstract available


  49. POZZATI G, Flores SC
    Combining flipped-classroom and spaced-repetition learning in a master-level bioinformatics course.
    PLoS Comput Biol. 2025;21:e1012863.
    PubMed     Abstract available


  50. TEOH YC, Noor MS, Aghakhani S, Girton J, et al
    Viral escape-inspired framework for structure-guided dual bait protein biosensor design.
    PLoS Comput Biol. 2025;21:e1012964.
    PubMed     Abstract available


  51. HODCROFT EB, Wohlfender MS, Neher RA, Riou J, et al
    Estimating Re and overdispersion in secondary cases from the size of identical sequence clusters of SARS-CoV-2.
    PLoS Comput Biol. 2025;21:e1012960.
    PubMed     Abstract available


  52. GROTBERG JB, Romano F, Grotberg JC
    Flow mechanisms of the air-blood barrier.
    PLoS Comput Biol. 2025;21:e1012917.
    PubMed     Abstract available


  53. FERRAZ MVF, Adan WCS, Lima TE, Santos AJC, et al
    Design of nanobody targeting SARS-CoV-2 spike glycoprotein using CDR-grafting assisted by molecular simulation and machine learning.
    PLoS Comput Biol. 2025;21:e1012921.
    PubMed     Abstract available


  54. ZHANG R, Tai J, Yao Q, Yang W, et al
    Behavior-driven forecasts of neighborhood-level COVID-19 spread in New York City.
    PLoS Comput Biol. 2025;21:e1012979.
    PubMed     Abstract available


  55. KOLAR MR, Kobzarenko V, Mitra D
    Efficient discovery of frequently co-occurring mutations in a sequence database with matrix factorization.
    PLoS Comput Biol. 2025;21:e1012391.
    PubMed     Abstract available


    March 2025
  56. EALES O, Shearer FM, McCaw JM
    How immunity shapes the long-term dynamics of influenza H3N2.
    PLoS Comput Biol. 2025;21:e1012893.
    PubMed     Abstract available


  57. AMARAL AVR, Wolffram D, Moraga P, Bracher J, et al
    Post-processing and weighted combination of infectious disease nowcasts.
    PLoS Comput Biol. 2025;21:e1012836.
    PubMed     Abstract available


  58. VON HOENE E, Roess A, Kavak H, Anderson T, et al
    Synthetic population generation with public health characteristics for spatial agent-based models.
    PLoS Comput Biol. 2025;21:e1012439.
    PubMed     Abstract available


  59. WANG M, Patsenker J, Li H, Kluger Y, et al
    Supervised fine-tuning of pre-trained antibody language models improves antigen specificity prediction.
    PLoS Comput Biol. 2025;21:e1012153.
    PubMed     Abstract available


    February 2025
  60. BANHOLZER N, Middelkoop K, Leukes J, Weingartner E, et al
    Estimating Mycobacterium tuberculosis transmission in a South African clinic: Spatiotemporal model based on person movements.
    PLoS Comput Biol. 2025;21:e1012823.
    PubMed     Abstract available


  61. LOMBARD B, Moultrie H, Pulliam JRC, van Schalkwyk C, et al
    Simulation-based validation of a method to detect changes in SARS-CoV-2 reinfection risk.
    PLoS Comput Biol. 2025;21:e1012792.
    PubMed     Abstract available


  62. LI W, Chen X, Liu S, Zhang C, et al
    Using a multi-strain infectious disease model with physical information neural networks to study the time dependence of SARS-CoV-2 variants of concern.
    PLoS Comput Biol. 2025;21:e1012778.
    PubMed     Abstract available


  63. SIMPSON J, Kasson PM
    Structural prediction of chimeric immunogen candidates to elicit targeted antibodies against betacoronaviruses.
    PLoS Comput Biol. 2025;21:e1012812.
    PubMed     Abstract available


  64. SHEN X, Rumack A, Wilder B, Tibshirani RJ, et al
    Nowcasting reported covid-19 hospitalizations using de-identified, aggregated medical insurance claims data.
    PLoS Comput Biol. 2025;21:e1012717.
    PubMed     Abstract available


  65. GAO S, Chakraborty AK, Greiner R, Lewis MA, et al
    Early detection of disease outbreaks and non-outbreaks using incidence data: A framework using feature-based time series classification and machine learning.
    PLoS Comput Biol. 2025;21:e1012782.
    PubMed     Abstract available


  66. CASABURI P, Dall'Amico L, Gozzi N, Kalimeri K, et al
    Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile.
    PLoS Comput Biol. 2025;21:e1012802.
    PubMed     Abstract available


  67. ZHAN X, Xu Q, Zheng Y, Lu G, et al
    Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction.
    PLoS Comput Biol. 2025;21:e1012803.
    PubMed     Abstract available


    January 2025
  68. BADROU A, Mariano CA, Ramirez GO, Shankel M, et al
    Towards constructing a generalized structural 3D breathing human lung model based on experimental volumes, pressures, and strains.
    PLoS Comput Biol. 2025;21:e1012680.
    PubMed     Abstract available


  69. BOTTCHER L, D'Orsogna MR, Chou T
    Aggregating multiple test results to improve medical decision-making.
    PLoS Comput Biol. 2025;21:e1012749.
    PubMed     Abstract available


    December 2024
  70. ABRAHAM AA, Tan ZC, Shrestha P, Bozich ER, et al
    A multivalent binding model infers antibody Fc species from systems serology.
    PLoS Comput Biol. 2024;20:e1012663.
    PubMed     Abstract available


  71. ZAARAOUI H, Schumer C, Duval X, Hoen B, et al
    Modelling the effectiveness of antiviral treatment strategies to prevent household transmission of acute respiratory viruses.
    PLoS Comput Biol. 2024;20:e1012573.
    PubMed     Abstract available


  72. CALMON L, Colosi E, Bassignana G, Barrat A, et al
    Preserving friendships in school contacts: An algorithm to construct synthetic temporal networks for epidemic modelling.
    PLoS Comput Biol. 2024;20:e1012661.
    PubMed     Abstract available


  73. FAJARDO-FONTIVEROS O, Mattei M, Burgio G, Granell C, et al
    Machine learning mathematical models for incidence estimation during pandemics.
    PLoS Comput Biol. 2024;20:e1012687.
    PubMed     Abstract available


  74. ZHANG XY, Yu LL, Wang WY, Sun GQ, et al
    Estimating the time-varying effective reproduction number via Cycle Threshold-based Transformer.
    PLoS Comput Biol. 2024;20:e1012694.
    PubMed     Abstract available


  75. ZUNKER H, Schmieding R, Kerkmann D, Schengen A, et al
    Novel travel time aware metapopulation models and multi-layer waning immunity for late-phase epidemic and endemic scenarios.
    PLoS Comput Biol. 2024;20:e1012630.
    PubMed     Abstract available


  76. CHERIAN P, Kshirsagar J, Neekhra B, Deshkar G, et al
    BharatSim: An agent-based modelling framework for India.
    PLoS Comput Biol. 2024;20:e1012682.
    PubMed     Abstract available


    November 2024
  77. SHE B, Smith RL, Pytlarz I, Sundaram S, et al
    A framework for counterfactual analysis, strategy evaluation, and control of epidemics using reproduction number estimates.
    PLoS Comput Biol. 2024;20:e1012569.
    PubMed     Abstract available


    October 2024
  78. XIA F, Xiao Y, Ma J
    The optimal spatially-dependent control measures to effectively and economically eliminate emerging infectious diseases.
    PLoS Comput Biol. 2024;20:e1012498.
    PubMed     Abstract available


  79. MATHEBULA D, Amankwah A, Amouzouvi K, Assamagan KA, et al
    Modelling the impact of vaccination on COVID-19 in African countries.
    PLoS Comput Biol. 2024;20:e1012456.
    PubMed     Abstract available


  80. ANDRONICO A, Paireau J, Cauchemez S
    Integrating information from historical data into mechanistic models for influenza forecasting.
    PLoS Comput Biol. 2024;20:e1012523.
    PubMed     Abstract available


    September 2024
  81. JIANG J, Meng X, Wang Y, Zhuang Z, et al
    Effect of aberrant fructose metabolism following SARS-CoV-2 infection on colorectal cancer patients' poor prognosis.
    PLoS Comput Biol. 2024;20:e1012412.
    PubMed     Abstract available


  82. ABOUSAMRA E, Figgins M, Bedford T
    Fitness models provide accurate short-term forecasts of SARS-CoV-2 variant frequency.
    PLoS Comput Biol. 2024;20:e1012443.
    PubMed     Abstract available


  83. OLIVEIRA ROSTER KI, Kissler SM, Omoregie E, Wang JC, et al
    Surveillance strategies for the detection of new pathogen variants across epidemiological contexts.
    PLoS Comput Biol. 2024;20:e1012416.
    PubMed     Abstract available


  84. MILLEVOI C, Pasetto D, Ferronato M
    A Physics-Informed Neural Network approach for compartmental epidemiological models.
    PLoS Comput Biol. 2024;20:e1012387.
    PubMed     Abstract available


  85. LI K, Chaguza C, Stamp J, Chew YT, et al
    Genome-wide association study between SARS-CoV-2 single nucleotide polymorphisms and virus copies during infections.
    PLoS Comput Biol. 2024;20:e1012469.
    PubMed     Abstract available


  86. TANG B, Ma K, Liu Y, Wang X, et al
    Managing spatio-temporal heterogeneity of susceptibles by embedding it into an homogeneous model: A mechanistic and deep learning study.
    PLoS Comput Biol. 2024;20:e1012497.
    PubMed     Abstract available


  87. KUMAGAI Y
    BootCellNet, a resampling-based procedure, promotes unsupervised identification of cell populations via robust inference of gene regulatory networks.
    PLoS Comput Biol. 2024;20:e1012480.
    PubMed     Abstract available


  88. KEELING MJ, Dyson L
    A retrospective assessment of forecasting the peak of the SARS-CoV-2 Omicron BA.1 wave in England.
    PLoS Comput Biol. 2024;20:e1012452.
    PubMed     Abstract available


    August 2024
  89. BOUROS I, Hill EM, Keeling MJ, Moore S, et al
    Prioritising older individuals for COVID-19 booster vaccination leads to optimal public health outcomes in a range of socio-economic settings.
    PLoS Comput Biol. 2024;20:e1012309.
    PubMed     Abstract available


  90. SAAD-ROY CM, Morris SE, Boots M, Baker RE, et al
    Impact of waning immunity against SARS-CoV-2 severity exacerbated by vaccine hesitancy.
    PLoS Comput Biol. 2024;20:e1012211.
    PubMed     Abstract available


  91. LIN J, Aprahamian H, Golovko G
    A proactive/reactive mass screening approach with uncertain symptomatic cases.
    PLoS Comput Biol. 2024;20:e1012308.
    PubMed     Abstract available


  92. BOLAJI AJ, Duggan AT
    In silico analyses identify sequence contamination thresholds for Nanopore-generated SARS-CoV-2 sequences.
    PLoS Comput Biol. 2024;20:e1011539.
    PubMed     Abstract available


    July 2024
  93. LAU YC, Shan S, Wang D, Chen D, et al
    Forecasting of influenza activity and associated hospital admission burden and estimating the impact of COVID-19 pandemic on 2019/20 winter season in Hong Kong.
    PLoS Comput Biol. 2024;20:e1012311.
    PubMed     Abstract available


  94. DOYLE NJ, Cumming F, Thompson RN, Tildesley MJ, et al
    When should lockdown be implemented? Devising cost-effective strategies for managing epidemics amid vaccine uncertainty.
    PLoS Comput Biol. 2024;20:e1012010.
    PubMed     Abstract available


  95. ROSENBLATT E, Cook JD, DiRenzo GV, Grant EHC, et al
    Epidemiological modeling of SARS-CoV-2 in white-tailed deer (Odocoileus virginianus) reveals conditions for introduction and widespread transmission.
    PLoS Comput Biol. 2024;20:e1012263.
    PubMed     Abstract available


  96. GABERNET G, Marquez S, Bjornson R, Peltzer A, et al
    nf-core/airrflow: An adaptive immune receptor repertoire analysis workflow employing the Immcantation framework.
    PLoS Comput Biol. 2024;20:e1012265.
    PubMed     Abstract available


    June 2024
  97. HILL EM, Petrou S, de Lusignan S, Yonova I, et al
    Correction: Seasonal influenza: Modelling approaches to capture immunity propagation.
    PLoS Comput Biol. 2024;20:e1012213.
    PubMed     Abstract available


  98. ROJAS CHAVEZ RA, Fili M, Han C, Rahman SA, et al
    Mapping the Evolutionary Space of SARS-CoV-2 Variants to Anticipate Emergence of Subvariants Resistant to COVID-19 Therapeutics.
    PLoS Comput Biol. 2024;20:e1012215.
    PubMed     Abstract available


  99. SHUBIN M, Brustad HK, Midtbo JE, Gunther F, et al
    The influence of cross-border mobility on the COVID-19 epidemic in Nordic countries.
    PLoS Comput Biol. 2024;20:e1012182.
    PubMed     Abstract available


  100. SALWIG S, Drefs J, Lucke J
    Zero-shot denoising of microscopy images recorded at high-resolution limits.
    PLoS Comput Biol. 2024;20:e1012192.
    PubMed     Abstract available


    May 2024
  101. HLADISH TJ, Pillai AN, Pearson CAB, Toh KB, et al
    Evaluating targeted COVID-19 vaccination strategies with agent-based modeling.
    PLoS Comput Biol. 2024;20:e1012128.
    PubMed     Abstract available


  102. LOPEZ VK, Cramer EY, Pagano R, Drake JM, et al
    Challenges of COVID-19 Case Forecasting in the US, 2020-2021.
    PLoS Comput Biol. 2024;20:e1011200.
    PubMed     Abstract available


  103. ASPLIN P, Keeling MJ, Mancy R, Hill EM, et al
    Epidemiological and health economic implications of symptom propagation in respiratory pathogens: A mathematical modelling investigation.
    PLoS Comput Biol. 2024;20:e1012096.
    PubMed     Abstract available


  104. TRINITY L, Stege U, Jabbari H
    Tying the knot: Unraveling the intricacies of the coronavirus frameshift pseudoknot.
    PLoS Comput Biol. 2024;20:e1011787.
    PubMed     Abstract available


  105. FOSTER ZSL, Tupper AS, Press CM, Grunwald NJ, et al
    Krisp: A Python package to aid in the design of CRISPR and amplification-based diagnostic assays from whole genome sequencing data.
    PLoS Comput Biol. 2024;20:e1012139.
    PubMed     Abstract available


  106. MASSEY A, Boennec C, Restrepo-Ortiz CX, Blanchet C, et al
    Real-time forecasting of COVID-19-related hospital strain in France using a non-Markovian mechanistic model.
    PLoS Comput Biol. 2024;20:e1012124.
    PubMed     Abstract available


  107. RAWSON T, Hinsley W, Sonabend R, Semenova E, et al
    The impact of health inequity on spatial variation of COVID-19 transmission in England.
    PLoS Comput Biol. 2024;20:e1012141.
    PubMed     Abstract available


    April 2024
  108. BENISTON E, Skittrall JP
    Locations and structures of influenza A virus packaging-associated signals and other functional elements via an in silico pipeline for predicting constrained features in RNA viruses.
    PLoS Comput Biol. 2024;20:e1012009.
    PubMed     Abstract available


  109. LISON A, Abbott S, Huisman J, Stadler T, et al
    Generative Bayesian modeling to nowcast the effective reproduction number from line list data with missing symptom onset dates.
    PLoS Comput Biol. 2024;20:e1012021.
    PubMed     Abstract available


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    Bayesian workflow for time-varying transmission in stratified compartmental infectious disease transmission models.
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    March 2024
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    Scalable gradients enable Hamiltonian Monte Carlo sampling for phylodynamic inference under episodic birth-death-sampling models.
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  112. JIJON S, Czuppon P, Blanquart F, Debarre F, et al
    Using early detection data to estimate the date of emergence of an epidemic outbreak.
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  113. HASSE T, Mantei E, Shahoei R, Pawnikar S, et al
    Mechanistic insights into ligand dissociation from the SARS-CoV-2 spike glycoprotein.
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  114. PUNG R, Russell TW, Kucharski AJ
    Detecting changes in generation and serial intervals under varying pathogen biology, contact patterns and outbreak response.
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  115. ATAMER BALKAN B, Chang Y, Sparnaaij M, Wouda B, et al
    The multi-dimensional challenges of controlling respiratory virus transmission in indoor spaces: Insights from the linkage of a microscopic pedestrian simulation and SARS-CoV-2 transmission model.
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    January 2024
  116. CHAN LYH, Ro G, Midtbo JE, Di Ruscio F, et al
    Modeling geographic vaccination strategies for COVID-19 in Norway.
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  117. SHIN B, An G, Cockrell RC
    Examining B-cell dynamics and responsiveness in different inflammatory milieus using an agent-based model.
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  118. GRUNNILL M, Arino J, McCarthy Z, Bragazzi NL, et al
    Modelling disease mitigation at mass gatherings: A case study of COVID-19 at the 2022 FIFA World Cup.
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  119. PLANK MJ, Watson L, Maclaren OJ
    Near-term forecasting of Covid-19 cases and hospitalisations in Aotearoa New Zealand.
    PLoS Comput Biol. 2024;20:e1011752.
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  120. RAMACHANDRAN A, Lumetta SS, Chen D
    PandoGen: Generating complete instances of future SARS-CoV-2 sequences using Deep Learning.
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  121. VAN BOVEN M, van Dorp CH, Westerhof I, Jaddoe V, et al
    Estimation of introduction and transmission rates of SARS-CoV-2 in a prospective household study.
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  122. LAMB KD, Luka MM, Saathoff M, Orton RJ, et al
    Mutational signature dynamics indicate SARS-CoV-2's evolutionary capacity is driven by host antiviral molecules.
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    December 2023
  123. MOREL JD, Morel JM, Alvarez L
    Time warping between main epidemic time series in epidemiological surveillance.
    PLoS Comput Biol. 2023;19:e1011757.
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  124. JOHNSON KE, Pasco R, Woody S, Lachmann M, et al
    Optimizing COVID-19 testing strategies on college campuses: Evaluation of the health and economic costs.
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    An agent-based modeling approach for lung fibrosis in response to COVID-19.
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    November 2023
  126. ALAHAKOON P, Taylor PG, McCaw JM
    How effective were Australian Quarantine Stations in mitigating transmission aboard ships during the influenza pandemic of 1918-19?
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  127. DRAKE JM, Handel A, Marty E, O'Dea EB, et al
    A data-driven semi-parametric model of SARS-CoV-2 transmission in the United States.
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  128. WOOD AJ, Sanchez AR, Bessell PR, Wightman R, et al
    Assessing the importance of demographic risk factors across two waves of SARS-CoV-2 using fine-scale case data.
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  129. BROCKHAUS EK, Wolffram D, Stadler T, Osthege M, et al
    Why are different estimates of the effective reproductive number so different? A case study on COVID-19 in Germany.
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  130. VAN DER ROEST BR, Bootsma MCJ, Fischer EAJ, Klinkenberg D, et al
    A Bayesian inference method to estimate transmission trees with multiple introductions; applied to SARS-CoV-2 in Dutch mink farms.
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    Bayesian spatial modelling of localised SARS-CoV-2 transmission through mobility networks across England.
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    October 2023
  132. HE M, Tang S, Xiao Y
    Combining the dynamic model and deep neural networks to identify the intensity of interventions during COVID-19 pandemic.
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    September 2023
  133. ZHOU Z, Li D, Zhao Z, Shi S, et al
    Dynamical modelling of viral infection and cooperative immune protection in COVID-19 patients.
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  134. ZHANG K, Xia Z, Huang S, Sun GQ, et al
    Evaluating the impact of test-trace-isolate for COVID-19 management and alternative strategies.
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  135. MUNDAY JD, Abbott S, Meakin S, Funk S, et al
    Evaluating the use of social contact data to produce age-specific short-term forecasts of SARS-CoV-2 incidence in England.
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    Nowcasting the 2022 mpox outbreak in England.
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  137. WANG Z, Wu P, Wang L, Li B, et al
    Marginal effects of public health measures and COVID-19 disease burden in China: A large-scale modelling study.
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    August 2023
  138. MORRIS M, Hayes P, Cox IJ, Lampos V, et al
    Neural network models for influenza forecasting with associated uncertainty using Web search activity trends.
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    Modeling the kinetics of the neutralizing antibody response against SARS-CoV-2 variants after several administrations of Bnt162b2.
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    Collaborative nowcasting of COVID-19 hospitalization incidences in Germany.
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    Influence of cell type specific infectivity and tissue composition on SARS-CoV-2 infection dynamics within human airway epithelium.
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  142. YEDIDYA Y, Davis D, Drier Y
    SARS-CoV-2 infection perturbs enhancer mediated transcriptional regulation of key pathways.
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    Impact of variants of concern on SARS-CoV-2 viral dynamics in non-human primates.
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    Scoring epidemiological forecasts on transformed scales.
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  145. NASH RK, Bhatt S, Cori A, Nouvellet P, et al
    Estimating the epidemic reproduction number from temporally aggregated incidence data: A statistical modelling approach and software tool.
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    July 2023
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    Repeatability and timing of tropical influenza epidemics.
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    Constructing a full, multiple-layer interactome for SARS-CoV-2 in the context of lung disease: Linking the virus with human genes and microbes.
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    DAPTEV: Deep aptamer evolutionary modelling for COVID-19 drug design.
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  149. PARAG KV, Obolski U
    Risk averse reproduction numbers improve resurgence detection.
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  150. YANG W, Shaman J
    Development of Accurate Long-lead COVID-19 Forecast.
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    June 2023
  151. FOX SJ, Javan E, Pasco R, Gibson GC, et al
    Disproportionate impacts of COVID-19 in a large US city.
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    Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model.
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    Learning from the past: A short term forecast method for the COVID-19 incidence curve.
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    Cell-type annotation with accurate unseen cell-type identification using multiple references.
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  155. BRETT TS, Bansal S, Rohani P
    Charting the spatial dynamics of early SARS-CoV-2 transmission in Washington state.
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    May 2023
  156. MICHALSKI M, Setny P
    Two modes of fusogenic action for influenza virus fusion peptide.
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  157. SPERRY MM, Oskotsky TT, Maric I, Kaushal S, et al
    Target-agnostic drug prediction integrated with medical record analysis uncovers differential associations of statins with increased survival in COVID-19 patients.
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    Understanding the impact of mobility on COVID-19 spread: A hybrid gravity-metapopulation model of COVID-19.
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    An approximate diffusion process for environmental stochasticity in infectious disease transmission modelling.
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  160. SEKAR RV, Oliva PJ, Woodside MT
    Modelling the structures of frameshift-stimulatory pseudoknots from representative bat coronaviruses.
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    Contact-number-driven virus evolution: A multi-level modeling framework for the evolution of acute or persistent RNA virus infection.
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    April 2023
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    A high-frequency mobility big-data reveals how COVID-19 spread across professions, locations and age groups.
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    March 2023
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    A Bayesian approach to incorporate structural data into the mapping of genotype to antigenic phenotype of influenza A(H3N2) viruses.
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    Large eddy simulation of droplet transport and deposition in the human respiratory tract to evaluate inhalation risk.
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    Validation framework for epidemiological models with application to COVID-19 models.
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    New workflow predicts drug targets against SARS-CoV-2 via metabolic changes in infected cells.
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  167. CAPPELLO L, Kim J, Palacios JA
    adaPop: Bayesian inference of dependent population dynamics in coalescent models.
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    February 2023
  168. HAW DJ, Biggerstaff M, Prasad P, Walker J, et al
    Using real-time data to guide decision-making during an influenza pandemic: A modelling analysis.
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    Host heterogeneity and epistasis explain punctuated evolution of SARS-CoV-2.
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