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List of works by Yoganand Balagurunathan

A pilot study of radiologic measures of abdominal adiposity: weighty contributors to early pancreatic carcinogenesis worth evaluating?

scientific article published on February 2017

Acidity generated by the tumor microenvironment drives local invasion

scientific article

Acidity promotes tumour progression by altering macrophage phenotype in prostate cancer

scientific article published on 16 August 2019

Association Between Computed Tomographic Features and Kirsten Rat Sarcoma Viral Oncogene Mutations in Patients With Stage I Lung Adenocarcinoma and Their Prognostic Value.

scientific article published on 12 November 2015

CT Features Associated with Epidermal Growth Factor Receptor Mutation Status in Patients with Lung Adenocarcinoma

scientific article published on 03 March 2016

CT imaging features associated with recurrence in non-small cell lung cancer patients after stereotactic body radiotherapy.

scientific article published on 25 September 2017

Comparison Between Radiological Semantic Features and Lung-RADS in Predicting Malignancy of Screen-Detected Lung Nodules in the National Lung Screening Trial

scientific article

Correction: Acidity promotes tumour progression by altering macrophage phenotype in prostate cancer

scientific article published on 01 March 2020

Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma

scientific article

Defining Cancer Subpopulations by Adaptive Strategies Rather Than Molecular Properties Provides Novel Insights into Intratumoral Evolution.

scientific article

Delineation of Tumor Habitats based on Dynamic Contrast Enhanced MRI

scientific article published on 29 August 2017

Delta radiomic features improve prediction for lung cancer incidence: A nested case-control analysis of the National Lung Screening Trial

Differences in Patient Outcomes of Prevalence, Interval, and Screen-Detected Lung Cancers in the CT Arm of the National Lung Screening Trial

scientific article

Epigenetic transdifferentiation of normal melanocytes by a metastatic melanoma microenvironment

scientific article published on November 2005

Erratum: Predicting clinically significant prostate cancer using DCE-MRI habitat descriptors

scholarly article published in Oncotarget

Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data

scholarly article

Estrogen induces apoptosis in estrogen deprivation-resistant breast cancer through stress responses as identified by global gene expression across time ⬇️

scientific article published on October 19, 2011

Explaining Deep Features Using Radiologist-Defined Semantic Features and Traditional Quantitative Features

Gene expression profiling-based identification of cell-surface targets for developing multimeric ligands in pancreatic cancer

scientific article

Habitats in DCE-MRI to Predict Clinically Significant Prostate Cancers

High metabolic tumor volume is associated with decreased efficacy of axicabtagene ciloleucel in large B-cell lymphoma

scientific article published on 01 July 2020

Identification of pancreatic cancer-specific cell-surface markers for development of targeting ligands

scientific article

Imaging features from pretreatment CT scans are associated with clinical outcomes in nonsmall-cell lung cancer patients treated with stereotactic body radiotherapy.

scientific article published on 02 May 2017

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.

scientific article

Intermittent hypoxia selects for genotypes and phenotypes that increase survival, invasion, and therapy resistance

scientific article

Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels.

scientific article published on 23 January 2017

Linc-ing Circulating Long Non-coding RNAs to the Diagnosis and Malignant Prediction of Intraductal Papillary Mucinous Neoplasms of the Pancreas.

scientific article published on 5 September 2017

Mechanisms of buffer therapy resistance

scientific article

Multi-Window CT Based Radiological Traits for Improving Early Detection in Lung Cancer Screening

scientific article published on 27 November 2020

Multi-window CT based Radiomic signatures in differentiating indolent versus aggressive lung cancers in the National Lung Screening Trial: a retrospective study

scientific article published on 28 June 2019

Multiparameter MRI Predictors of Long-Term Survival in Glioblastoma Multiforme

scientific article published on 01 March 2019

Multiphase computed tomography radiomics of pancreatic intraductal papillary mucinous neoplasms to predict malignancy

scientific article published on 01 June 2020

Perfusion MR Imaging of Breast Cancer: Insights Using "Habitat Imaging"

scientific article published on 01 May 2018

Peritumoral and intratumoral radiomic features predict survival outcomes among patients diagnosed in lung cancer screening

scientific article published on 29 June 2020

Predicting Malignant Nodules from Screening CT Scans.

scientific article published on 12 July 2016

Predicting clinically significant prostate cancer using DCE-MRI habitat descriptors

Prediction of pathological nodal involvement by CT-based Radiomic features of the primary tumor in patients with clinically node-negative peripheral lung adenocarcinomas

scientific article published on 29 April 2018

Prostate cancer radiomics and the promise of radiogenomics

scientific article published in August 2016

Quantitative Imaging features Improve Discrimination of Malignancy in Pulmonary nodules.

scientific article published on 12 June 2019

Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma.

scientific article

Quantitative measures of background parenchymal enhancement predict breast cancer risk

scientific article published on 02 September 2020

Radial gradient and radial deviation radiomic features from pre-surgical CT scans are associated with survival among lung adenocarcinoma patients

scientific article published on 6 October 2017

Radiologic Features of Small Pulmonary Nodules and Lung Cancer Risk in the National Lung Screening Trial: A Nested Case-Control Study

scientific article published on 24 August 2017

Radiological Image Traits Predictive of Cancer Status in Pulmonary Nodules

scientific article published on 23 September 2016

Radiological semantics discriminate clinically significant grade prostate cancer

scientific article published on 03 December 2019

Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results

scientific article published on February 2014

Radiomic Features Are Associated With EGFR Mutation Status in Lung Adenocarcinomas

scientific article published on 16 February 2016

Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features.

scientific article published on December 2016

Radiomics: the process and the challenges

scientific article

Repeatability of Quantitative Imaging Features in Prostate Magnetic Resonance Imaging

scientific article published on 07 May 2020

Representation of Deep Features using Radiologist defined Semantic Features

scientific article published on 01 July 2018

Reproducibility and Prognosis of Quantitative Features Extracted from CT Images

scientific article published on February 2014

Semi-Automated Pulmonary Nodule Interval Segmentation using the NLST data.

scientific article published on 24 January 2018

Semiautomated Measure of Abdominal Adiposity Using Computed Tomography Scan Analysis

scientific article published on 14 January 2019

Test-retest reproducibility analysis of lung CT image features

scientific article

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