Bino Varghese

2.1k total citations
76 papers, 1.3k citations indexed

About

Bino Varghese is a scholar working on Radiology, Nuclear Medicine and Imaging, Pulmonary and Respiratory Medicine and Biomedical Engineering. According to data from OpenAlex, Bino Varghese has authored 76 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Radiology, Nuclear Medicine and Imaging, 31 papers in Pulmonary and Respiratory Medicine and 22 papers in Biomedical Engineering. Recurrent topics in Bino Varghese's work include Radiomics and Machine Learning in Medical Imaging (46 papers), Renal cell carcinoma treatment (18 papers) and Advanced X-ray and CT Imaging (18 papers). Bino Varghese is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (46 papers), Renal cell carcinoma treatment (18 papers) and Advanced X-ray and CT Imaging (18 papers). Bino Varghese collaborates with scholars based in United States, Norway and China. Bino Varghese's co-authors include Vinay Duddalwar, Steven Cen, Darryl Hwang, Bhushan Desai, Inderbir S. Gill, Manju Aron, Xiaomeng Lei, Cameron Hassani, Assad A. Oberai and Mihir Desai and has published in prestigious journals such as Nature Communications, Journal of Clinical Oncology and SHILAP Revista de lepidopterología.

In The Last Decade

Bino Varghese

71 papers receiving 1.3k citations

Peers

Countries citing papers authored by Bino Varghese

Since Specialization

Citations

This map shows the geographic impact of Bino Varghese's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bino Varghese with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bino Varghese more than expected).

Fields of papers citing papers by Bino Varghese

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bino Varghese. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bino Varghese. The network helps show where Bino Varghese may publish in the future.

Co-authorship network of co-authors of Bino Varghese

This figure shows the co-authorship network connecting the top 25 collaborators of Bino Varghese. A scholar is included among the top collaborators of Bino Varghese based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bino Varghese. Bino Varghese is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Advancing 1.5T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques 2025 ·Frontiers in Human Neuroscience ·(unknown), Kirsten M. Lynch, Maryam Fotouhi, (unknown), Jeiran Choupan, Nasim Sheikh‐Bahaei, Gaurav Pandey, Bino Varghese	1
2	Integrated Hyperparameter Optimization with Dimensionality Reduction and Clustering for Radiomics: A Bootstrapped Approach 2025 ·Multimodal Technologies and Interaction ·S. J. Pawan, (unknown), Xiaomeng Lei, Mihir Desai, Bino Varghese, Vinay Duddalwar, Steven Cen	2
3	Prediction of future dementia among patients with mild cognitive impairment (MCI) by integrating multimodal clinical data 2024 ·Heliyon ·(unknown), Kirsten M. Lynch, (unknown), Jeiran Choupan, Bino Varghese, Nasim Sheikh‐Bahaei, Gaurav Pandey	1
4	Artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors 2024 ·SHILAP Revista de lepidopterología ·(unknown), (unknown), (unknown), Liesl S. Eibschutz, Brandon K.K. Fields, Bino Varghese, Dakshesh B. Patel, Ali Gholamrezanezhad	5
5	Conditional generative learning for medical image imputation 2024 ·Scientific Reports ·(unknown), Deep Ray, Bino Varghese, Darryl Hwang, Inderbir S. Gill, Vinay Duddalwar, Assad A. Oberai	6
6	Investigating the role of imaging factors in the variability of CT‐based texture analysis metrics 2023 ·Journal of Applied Clinical Medical Physics ·Bino Varghese, Steven Cen, (unknown), Joshua Levy, (unknown), Anselm Schulz, Xiaomeng Lei, Vinay Duddalwar, David J. Goodenough	8
7	Prediction of future dementia for MCI patients using a novel multimodal machine learning framework 2023 ·Alzheimer s & Dementia ·(unknown), Kirsten M. Lynch, Jeiran Choupan, Bino Varghese, Nasim Sheikh‐Bahaei, Gaurav Pandey	1
8	Pectoral Muscle Segmentation from Digital Mammograms Using a Transformative Approach 2023 ·(unknown), (unknown), Steven Cen, Xiaomeng Lei, Darryl Hwang, Bino Varghese	1
9	Non-Invasive Profiling of Advanced Prostate Cancer via Multi-Parametric Liquid Biopsy and Radiomic Analysis 2022 ·International Journal of Molecular Sciences ·(unknown), Jonathan D. Buckley, Dejerianne Ostrow, Bino Varghese, Steven Cen, (unknown), Nolan G. Ericson, (unknown), Yi‐Tsung Lu, Thaddeus C. George, Jeffrey W. Smith, David I. Quinn, Vinay Duddalwar, Timothy J. Triche, Amir Goldkorn	12
10	Machine learning based predictors for COVID-19 disease severity 2021 ·Scientific Reports ·Dhruv Patel, (unknown), Bhushan Desai, Xiaomeng Lei, Steven Cen, (unknown), Ali Gholamrezanezhad, Vinay Duddalwar, Bino Varghese, Assad A. Oberai	56
11	Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors 2021 ·European Radiology ·Brandon K.K. Fields, Natalie L. Demirjian, Darryl Hwang, Bino Varghese, Steven Cen, Xiaomeng Lei, Bhushan Desai, Vinay Duddalwar, George R. Matcuk	29
12	A Radiomic-based Machine Learning Algorithm to Reliably Differentiate Benign Renal Masses from Renal Cell Carcinoma 2021 ·European Urology Focus ·Nima Nassiri, Marissa Maas, Giovanni Cacciamani, Bino Varghese, Darryl Hwang, Xiaomeng Lei, Monish Aron, Mihir Desai, Assad A. Oberai, Steven Cen, Inderbir S. Gill, Vinay Duddalwar	29
13	Radiomics and Bladder Cancer: Current Status 2020 ·Bladder Cancer ·Giovanni Cacciamani, Nima Nassiri, Bino Varghese, Marissa Maas, Kevin G. King, Darryl Hwang, Andre Luis Abreu, Inderbir S. Gill, Vinay Duddalwar	5
14	Shape and texture-based radiomics signature on CT effectively discriminates benign from malignant renal masses 2020 ·European Radiology ·Felix Y. Yap, Bino Varghese, Steven Cen, Darryl Hwang, Xiaomeng Lei, Bhushan Desai, Christopher Lau, (unknown), (unknown), (unknown), (unknown), (unknown), Brian D. Quinn, Manju Aron, Mihir Desai, Monish Aron, Assad A. Oberai, Inderbir S. Gill, Vinay Duddalwar	54
15	Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images 2019 ·Scientific Reports ·Bino Varghese, Frank Chen, Darryl Hwang, Suzanne L. Palmer, Andre Luis Abreu, Osamu Ukimura, Monish Aron, Manju Aron, Inderbir S. Gill, Vinay Duddalwar, Gaurav Pandey	63
16	Synchrotron-based measurement of aluminum agglomerates at motor conditions 2018 ·Combustion and Flame ·Joseph Kalman, Andrew R. Demko, Bino Varghese, Katarzyna Matusik, Alan Kastengren	32
17	Computed tomography-based texture analysis of bladder cancer: differentiating urothelial carcinoma from micropapillary carcinoma 2018 ·Abdominal Radiology ·(unknown), Harshawn Malhi, Bino Varghese, (unknown), Darryl Hwang, Manju Aron, Nieroshan Rajarubendra, Mihir Desai, Vinay Duddalwar	32
18	A Microfluidic Technique to Probe Cell Deformability 2014 ·Journal of Visualized Experiments ·David J. Hoelzle, Bino Varghese, (unknown), Amy C. Rowat	19
19	Development of quantitative computed-tomography-based strength indicators for the identification of low bone-strength individuals in a clinical environment 2011 ·Bone ·Bino Varghese, (unknown), Thomas N. Hangartner	5
20	Computed-tomography-based finite-element models of long bones can accurately capture strain response to bending and torsion 2011 ·Journal of Biomechanics ·Bino Varghese, (unknown), Ravi Penmetsa, Tarun Goswami, Thomas N. Hangartner	62

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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