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Author Details
Full Name
Lachlan J M Coin
Affiliation
The Peter Doherty Institute for Infection and Immunity, The University of Melbourne
ORCID
Career Start Year
2003
Papers
141
H Index
49
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36828918
Detection of Streptococcus pyogenes M1<sub>UK</sub> in Australia and characterization of the mutation driving enhanced expression of superantigen SpeA.
Nat Commun
2023
37597512
Diagnosis of childhood febrile illness using a multi-class blood RNA molecular signature.
Med
2023
37890901
A multi-platform approach to identify a blood-based host protein signature for distinguishing between bacterial and viral infections in febrile children (PERFORM): a multi-cohort machine learning study.
Lancet Digit Health
2023
37874948
ProsperousPlus: a one-stop and comprehensive platform for accurate protease-specific substrate cleavage prediction and machine-learning model construction.
Brief Bioinform
2023
37552534
Drug resistance prediction for <i>Mycobacterium tuberculosis</i> with reference graphs.
Microb Genom
2023
36839561
Identification of a Major QTL-Controlling Resistance to the Subtropical Race 4 of <i>Fusarium oxysporum</i> f. sp. <i>cubense</i> in <i>Musa acuminata</i> ssp. <i>malaccensis</i>.
Pathogens
2023
37150785
ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three species.
Brief Bioinform
2023
36828918
Detection of Streptococcus pyogenes M1<sub>UK</sub> in Australia and characterization of the mutation driving enhanced expression of superantigen SpeA.
Nat Commun
2023
37255317
Diagnosis of Multisystem Inflammatory Syndrome in Children by a Whole-Blood Transcriptional Signature.
J Pediatric Infect Dis Soc
2023
36801582
In-sewer decay and partitioning of Campylobacter jejuni and Campylobacter coli and implications for their wastewater surveillance.
Water Res
2023
37375510
Genetic Mapping, Candidate Gene Identification and Marker Validation for Host Plant Resistance to the Race 4 of <i>Fusarium oxysporum</i> f. sp. <i>cubense</i> Using <i>Musa acuminata</i> ssp. <i>malaccensis</i>.
Pathogens
2023
37356289
Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteins.
Comput Biol Med
2023
37523564
SARS-CoV-2 mouse adaptation selects virulence mutations that cause TNF-driven age-dependent severe disease with human correlates.
Proc Natl Acad Sci U S A
2023
37291763
TIMER is a Siamese neural network-based framework for identifying both general and species-specific bacterial promoters.
Brief Bioinform
2023
37597512
Diagnosis of childhood febrile illness using a multi-class blood RNA molecular signature.
Med
2023
37523564
SARS-CoV-2 mouse adaptation selects virulence mutations that cause TNF-driven age-dependent severe disease with human correlates.
Proc Natl Acad Sci U S A
2023
37552534
Drug resistance prediction for <i>Mycobacterium tuberculosis</i> with reference graphs.
Microb Genom
2023
37890901
A multi-platform approach to identify a blood-based host protein signature for distinguishing between bacterial and viral infections in febrile children (PERFORM): a multi-cohort machine learning study.
Lancet Digit Health
2023
37874948
ProsperousPlus: a one-stop and comprehensive platform for accurate protease-specific substrate cleavage prediction and machine-learning model construction.
Brief Bioinform
2023
37291763
TIMER is a Siamese neural network-based framework for identifying both general and species-specific bacterial promoters.
Brief Bioinform
2023
37255317
Diagnosis of Multisystem Inflammatory Syndrome in Children by a Whole-Blood Transcriptional Signature.
J Pediatric Infect Dis Soc
2023
37150785
ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three species.
Brief Bioinform
2023
37375510
Genetic Mapping, Candidate Gene Identification and Marker Validation for Host Plant Resistance to the Race 4 of <i>Fusarium oxysporum</i> f. sp. <i>cubense</i> Using <i>Musa acuminata</i> ssp. <i>malaccensis</i>.
Pathogens
2023
37356289
Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteins.
Comput Biol Med
2023
36839561
Identification of a Major QTL-Controlling Resistance to the Subtropical Race 4 of <i>Fusarium oxysporum</i> f. sp. <i>cubense</i> in <i>Musa acuminata</i> ssp. <i>malaccensis</i>.
Pathogens
2023
36801582
In-sewer decay and partitioning of Campylobacter jejuni and Campylobacter coli and implications for their wastewater surveillance.
Water Res
2023
34729589
Positive-unlabeled learning in bioinformatics and computational biology: a brief review.
Brief Bioinform
2022
35464437
Long-Read RNA Sequencing Identifies Polyadenylation Elongation and Differential Transcript Usage of Host Transcripts During SARS-CoV-2 <i>In Vitro</i> Infection.
Front Immunol
2022
35524232
Evolution and spread of a highly drug resistant strain of Mycobacterium tuberculosis in Papua New Guinea.
BMC Infect Dis
2022
36103517
A lipoglycopeptide antibiotic for Gram-positive biofilm-related infections.
Sci Transl Med
2022
36007525
Variation in CFHR3 determines susceptibility to meningococcal disease by controlling factor H concentrations.
Am J Hum Genet
2022
35799358
DeepGenGrep: a general deep learning-based predictor for multiple genomic signals and regions.
Bioinformatics
2022
35659881
Assessment of the 2021 WHO Mycobacterium tuberculosis drug resistance mutation catalogue on an independent dataset.
Lancet Microbe
2022
34729589
Positive-unlabeled learning in bioinformatics and computational biology: a brief review.
Brief Bioinform
2022
35171290
Phylodynamic Inference of Bacterial Outbreak Parameters Using Nanopore Sequencing.
Mol Biol Evol
2022
35021193
Critical assessment of computational tools for prokaryotic and eukaryotic promoter prediction.
Brief Bioinform
2022
35119431
Understanding Detrimental Host Response to Infection-The Promise of Transcriptomics.
Pediatr Crit Care Med
2022
35140886
Computational analysis and prediction of PE_PGRS proteins using machine learning.
Comput Struct Biotechnol J
2022
35057759
Whole genome deep sequencing analysis of cell-free DNA in samples with low tumour content.
BMC Cancer
2022
35799358
DeepGenGrep: a general deep learning-based predictor for multiple genomic signals and regions.
Bioinformatics
2022
35464437
Long-Read RNA Sequencing Identifies Polyadenylation Elongation and Differential Transcript Usage of Host Transcripts During SARS-CoV-2 <i>In Vitro</i> Infection.
Front Immunol
2022
35659881
Assessment of the 2021 WHO Mycobacterium tuberculosis drug resistance mutation catalogue on an independent dataset.
Lancet Microbe
2022
35524232
Evolution and spread of a highly drug resistant strain of Mycobacterium tuberculosis in Papua New Guinea.
BMC Infect Dis
2022
36103517
A lipoglycopeptide antibiotic for Gram-positive biofilm-related infections.
Sci Transl Med
2022
36007525
Variation in CFHR3 determines susceptibility to meningococcal disease by controlling factor H concentrations.
Am J Hum Genet
2022
35119431
Understanding Detrimental Host Response to Infection-The Promise of Transcriptomics.
Pediatr Crit Care Med
2022
35057759
Whole genome deep sequencing analysis of cell-free DNA in samples with low tumour content.
BMC Cancer
2022
35171290
Phylodynamic Inference of Bacterial Outbreak Parameters Using Nanopore Sequencing.
Mol Biol Evol
2022
35140886
Computational analysis and prediction of PE_PGRS proteins using machine learning.
Comput Struct Biotechnol J
2022
35021193
Critical assessment of computational tools for prokaryotic and eukaryotic promoter prediction.
Brief Bioinform
2022
1 - 50 of 282
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