User profiles for B. Goudey

Benjamin Goudey

University of Melboure
Verified email at unimelb.edu.au
Cited by 754

A multicenter analysis of factors associated with hearing outcome for 2,735 adults with cochlear implants

B Goudey, K Plant, I Kiral, A Jimeno-Yepes… - Trends in …, 2021 - journals.sagepub.com
… (A) Distribution of age, (B) distribution of years of severe to profound hearing loss, (C)
distribution of pure tone average (PTA) in the implanted ear, (D) distribution of PTA in contralateral …

Plasma lipidomic analysis of stable and unstable coronary artery disease

…, MJ Christopher, GL MacIntosh, B Goudey… - … , and vascular biology, 2011 - Am Heart Assoc
Objective— Traditional risk factors for coronary artery disease (CAD) fail to adequately
distinguish patients who have atherosclerotic plaques susceptible to instability from those who …

Predictive models for cochlear implant outcomes: Performance, generalizability, and the impact of cohort size

E Shafieibavani, B Goudey, I Kiral, P Zhong… - Trends in …, 2021 - journals.sagepub.com
… Given these are new models, we denote them Baseline models A, B and C and indicate
their respective features in Table 2. These models allow us to (i) compare non-linear and linear …

[HTML][HTML] GWIS-model-free, fast and exhaustive search for epistatic interactions in case-control GWAS

B Goudey, D Rawlinson, Q Wang, F Shi, H Ferra… - BMC genomics, 2013 - Springer
… The frequency plots (b, d) show the number of reported pairs that each SNP appears in. The
… The frequency plot (b) indicates these pairs all involve one of the two most significant SNPs …

[HTML][HTML] Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis

…, NG Faux, P Bourgeat, J Fripp, CL Masters, B Goudey… - Neuroimage, 2023 - Elsevier
… 1 b) the association of our score with age, and observe no significant correlation (Pearson
r = 0.028 , P = 0.525 ; Spearman rank ρ = 0.081 , P = 0.068 ). In the collapse of biomarker …

[HTML][HTML] Exploring effective approaches for haplotype block phasing

…, J Zobel, A Kowalczyk, K Verspoor, B Goudey - BMC …, 2019 - Springer
b the effect of block determination given a phased sequence. Here, we show a haplotype
from 10 heterozygous SNPs. While all the alleles should all be allocated to the same allele, 2 …

[HTML][HTML] A blood-based signature of cerebrospinal fluid Aβ1–42 status

B Goudey, BJ Fung, C Schieber, NG Faux - Scientific reports, 2019 - nature.com
… Comparing the predictions from the BP, BP5 and B models on the validation cohort to the
actual CSF Aβ status on the training cohort, we find that there is no significant difference …

Cirrus: an automated mammography-based measure of breast cancer risk based on textural features

DF Schmidt, E Makalic, B Goudey, GS Dite… - JNCI Cancer …, 2018 - academic.oup.com
Background We applied machine learning to find a novel breast cancer predictor based on
information in a mammogram. Methods Using image-processing techniques, we …

[HTML][HTML] High performance computing enabling exhaustive analysis of higher order single nucleotide polymorphism interaction in Genome Wide Association Studies

B Goudey, M Abedini, JL Hopper, M Inouye… - … information science and …, 2015 - Springer
… Example showing a) the conversion of a given SNP into the binary representation, b)
computing the occurrence of a single genotype combination for a pairs of SNPs by taking their …

Propagation, detection and correction of errors using the sequence database network

B Goudey, N Geard, K Verspoor… - Briefings in …, 2022 - academic.oup.com
… Figure 3(b) shows the same nodes but with additional annotations. The community is
expanded by making use of the degree of sequence similarity, rather than use of a simple hard …