List of works - Vanathi Gopalakrishnan

A Multiplexed Serum Biomarker Immunoassay Panel Discriminates Clinical Lung Cancer Patients from High-Risk Individuals Found to be Cancer-Free by CT Screening ⬇️

scientific article published on April 1, 2012

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

Application of an efficient Bayesian discretization method to biomedical data ⬇️

scientific article published on July 28, 2011

Automatic annotation of protein motif function with Gene Ontology terms

scientific article

Bayesian rule learning for biomedical data mining

scientific article

Context-Sensitive Markov Models for Peptide Scoring and Identification from Tandem Mass Spectrometry ⬇️

scientific article published on January 5, 2013

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

Transfer learning of classification rules for biomarker discovery and verification from molecular profiling studies ⬇️

scientific article published on 06 May 2011

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 Multiplexed Serum Biomarker Immunoassay Panel Discriminates Clinical Lung Cancer Patients from High-Risk Individuals Found to be Cancer-Free by CT Screening ⬇️

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.

Application of an efficient Bayesian discretization method to biomedical data ⬇️

Automatic annotation of protein motif function with Gene Ontology terms

Bayesian rule learning for biomedical data mining

Context-Sensitive Markov Models for Peptide Scoring and Identification from Tandem Mass Spectrometry ⬇️

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

Transfer learning of classification rules for biomarker discovery and verification from molecular profiling studies ⬇️

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.