Apurva Singh

PhD in Bioengineering at University of Pennsylvania

Research Expertise

Radiomics
Radiogenomics
Tumor Heterogeneity
Lung Cancer
Breast Cancer
Radiology, Nuclear Medicine and imaging
Radiation
Oncology
Cancer Research
Hematology
Obstetrics and Gynecology
Pulmonary and Respiratory Medicine
Internal Medicine
Cardiology and Cardiovascular Medicine
Physiology (medical)

Legacy Map

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Publications

Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects
Scientific Reports
2022
Automated Classification for Breast Cancer Histopathology Images: Is Stain Normalization Important?
Lecture Notes in Computer Science
2017
Radiogenomics in brain, breast, and lung cancer: opportunities and challenges
Journal of Medical Imaging
2021
Improved generalized ComBat methods for harmonization of radiomic features
Scientific Reports
2022
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
Scientific Reports
2022
Solar powered railway track monitoring system
2016 IEEE International Conference on Power and Renewable Energy (ICPRE)
2016
Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans
Scientific Reports
2022
Development of a radiogenomic biomarker for tumor characterization and prognosis in non-small cell lung cancer patients
Medical Imaging 2021: Computer-Aided Diagnosis
2021
Tumor Heterogeneity and Genomics to Predict Radiation Therapy Outcome for Head-and-Neck Cancer: A Machine Learning Approach
International Journal of Radiation Oncology*Biology*Physics
2019
Are radiomic signatures ready for incorporation in the clinical pipeline?
Translational Lung Cancer Research
2023
Radiomics analysis to diagnose tumor invasiveness of pulmonary sub-solid nodules from longitudinal pre-surgical CT scans
Medical Imaging 2023: Computer-Aided Diagnosis
2023
EP08.03-002 Local Ablative Therapy in Oligoprogressive NSCLC - Results from a Tertiary Cancer Center of India
Journal of Thoracic Oncology
2022
Resampling and harmonization for mitigation of heterogeneity in imaging parameters: a comparative study
Medical Imaging 2022: Computer-Aided Diagnosis
2022
Iterative ComBat methods for harmonization of radiomic features
Medical Imaging 2022: Computer-Aided Diagnosis
2022
A comparison of feature selection methods for the development of a prognostic radiogenomic biomarker in non-small cell lung cancer patients
Medical Imaging 2022: Computer-Aided Diagnosis
2022
Abstract PO-035: Development of a robust radiomic biomarker of PDL1 expression and patient survival after first-line immunotherapy for non-small cell lung cancer
Clinical Cancer Research
2021

Education

University of Pennsylvania

Ph.D., Bioengineering / May, 2024 (anticipated)

Philadelphia, Pennsylvania, United States of America

George Washington University

M.S., Electrical Engineering / May, 2019

Washington D.C., District of Columbia, United States of America

Experience

University of Pennsylvania

Research Assistant / September, 2019Present

Study design, analysis, manuscript preparation, conference presentation

George Washington University

Research Assistant / September, 2017May, 2019

Study design, analysis, manuscript preparation, conference presentation

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