List of works - Vanathi Gopalakrishnan

A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks

scientific article published on 21 May 2018

A metaproteomic approach to study human-microbial ecosystems at the mucosal luminal interface.

scientific article

Automatic annotation of protein motif function with Gene Ontology terms

scientific article

Bayesian rule learning for biomedical data mining

scientific article

Discovery and verification of amyotrophic lateral sclerosis biomarkers by proteomics

scientific article

Evaluation of a 4-protein serum biomarker panel-biglycan, annexin-A6, myeloperoxidase, and protein S100-A9 (B-AMP)-for the detection of esophageal adenocarcinoma

scientific article published on 5 August 2014

Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data

scientific article

Knowledge-based variable selection for learning rules from proteomic data.

scientific article

Lung cancer serum biomarker discovery using label-free liquid chromatography-tandem mass spectrometry.

scientific article

Novel MRI-derived quantitative biomarker for cardiac function applied to classifying ischemic cardiomyopathy within a Bayesian rule learning framework

scientific article published on February 2014

On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue.

scientific article

Proteomic profiling of cerebrospinal fluid identifies biomarkers for amyotrophic lateral sclerosis

scientific article

Semi-automated literature mining to identify putative biomarkers of disease from multiple biofluids

scientific article

Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery

scientific article published on 01 September 2018

cMRI-BED: A novel informatics framework for cardiac MRI biomarker extraction and discovery applied to pediatric cardiomyopathy classification.

scientific article

sfDM: Open-Source Software for Temporal Analysis and Visualization of Brain Tumor Diffusion MR Using Serial Functional Diffusion Mapping.

scientific article

List of works by Vanathi Gopalakrishnan

A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks

A metaproteomic approach to study human-microbial ecosystems at the mucosal luminal interface.

Automatic annotation of protein motif function with Gene Ontology terms

Bayesian rule learning for biomedical data mining

Discovery and verification of amyotrophic lateral sclerosis biomarkers by proteomics

Evaluation of a 4-protein serum biomarker panel-biglycan, annexin-A6, myeloperoxidase, and protein S100-A9 (B-AMP)-for the detection of esophageal adenocarcinoma

Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data

Knowledge-based variable selection for learning rules from proteomic data.

Lung cancer serum biomarker discovery using label-free liquid chromatography-tandem mass spectrometry.

Novel MRI-derived quantitative biomarker for cardiac function applied to classifying ischemic cardiomyopathy within a Bayesian rule learning framework

On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue.

Proteomic profiling of cerebrospinal fluid identifies biomarkers for amyotrophic lateral sclerosis

Semi-automated literature mining to identify putative biomarkers of disease from multiple biofluids

Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery

cMRI-BED: A novel informatics framework for cardiac MRI biomarker extraction and discovery applied to pediatric cardiomyopathy classification.

sfDM: Open-Source Software for Temporal Analysis and Visualization of Brain Tumor Diffusion MR Using Serial Functional Diffusion Mapping.