Arvind Rao

According to our database, Arvind Rao authored at least 29 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects.

Elisa Warner, Joonsang Lee, William Hsu, Tanveer F. Syeda-Mahmood, Charles E. Kahn Jr., Olivier Gevaert, Arvind Rao

Int. J. Comput. Vis., September, 2024

Proximogram - A multi-omics network-based framework to capture tissue heterogeneity integrating single-cell omics and spatial profiling.

Santhoshi N. Krishnan, Sunjong Ji, Ahmed M. Elhossiny, Achyutha Rao, Timothy L. Frankel, Arvind Rao

Comput. Biol. Medicine, 2024

2023

DIMPLE: An R package to quantify, visualize, and model spatial cellular interactions from multiplex imaging with distance matrices.

Maria Masotti, Nathaniel Osher, Joel Eliason, Arvind Rao, Veerabhadran Baladandayuthapani

Patterns, December, 2023

Tumor radiogenomics in gliomas with Bayesian layered variable selection.

Shariq Mohammed, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani

Medical Image Anal., December, 2023

Efficient Inference of Spatially-Varying Gaussian Markov Random Fields With Applications in Gene Regulatory Networks.

Visweswaran Ravikumar, Tong Xu, Wajd N. Al-Holou, Salar Fattahi, Arvind Rao

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Lowering the computational barrier: Partially Bayesian neural networks for transparency in medical imaging AI.

Snehal Prabhudesai, Jeremiah Hauth, Dingkun Guo, Arvind Rao, Nikola Banovic, Xun Huan

Frontiers Comput. Sci., 2023

Low-parameter supervised learning models can discriminate pseudoprogression and true progression in non-perfusion-based MRI.

Elisa Warner, Joonsang Lee, Santhoshi Krishnan, Nicholas Wang, Shariq Mohammed, Ashok Srinivasan, Jayapalli R. Bapuraj, Arvind Rao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information.

Elisa Warner, Najla Al Turkestani, Jonas Bianchi, Marcela Lima Gurgel, Lucia H. S. Cevidanes, Arvind Rao

Proceedings of the Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging, 2022

Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges.

Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince D. Calhoun, Gloria Menegaz

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data.

Yan Li, Majid Farhadloo, Santhoshi Krishnan, Yiqun Xie, Timothy L. Frankel, Shashi Shekhar, Arvind Rao

Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022

Investigating Useful Features for Overall Survival Prediction in Patients with Low-Grade Glioma Using Histology Slides.

Elisa Warner, Xuelu Li, Ganesh Rao, Jason Huse, Jeffrey Traylor, Visweswaran Ravikumar, Vishal Monga, Arvind Rao

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Computed Tomography Radiomics Kinetics as Early Imaging Correlates of Osteoradionecrosis in Oropharyngeal Cancer Patients.

Souptik Barua, Hesham Elhalawani, Stefania Volpe, Karine A. Al Feghali, Pei Yang, Sweet Ping Ng, Baher Elgohari, Robin C. Granberry, Dennis S. Mackin, G. Brandon Gunn, Katherine A. Hutcheson, Mark S. Chambers, Laurence E. Court, Abdallah Sherif Radwan Mohamed, Clifton D. Fuller, Stephen Y. Lai, Arvind Rao

Frontiers Artif. Intell., 2021

Modular performance prediction for scientific workflows using Machine Learning.

Alok Singh, Shweta Purawat, Arvind Rao, Ilkay Altintas

Future Gener. Comput. Syst., 2021

2020

DDAP: docking domain affinity and biosynthetic pathway prediction tool for type I polyketide synthases.

Tingyang Li, Ashootosh Tripathi, Fengan Yu, David H. Sherman, Arvind Rao

Bioinform., 2020

2019

Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging.

Donnie Kim, Nicholas Wang, Viswesh Ravikumar, D. R. Raghuram, Jinju Li, Ankit Patel, Richard E. Wendt, Ganesh Rao, Arvind Rao

Frontiers Comput. Neurosci., 2019

2017

A machine learning approach for modular workflow performance prediction.

Alok Singh, Arvind Rao, Shweta Purawat, Ilkay Altintas

Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017

Adaptive-model predictive control of electronic expansion valves for evaporator superheat minimization.

Fadi Alsaleem, Mehari Tesfay, Parthiban Arunasalam, Arvind Rao

Proceedings of the IEEE International Conference on Electro Information Technology, 2017

2013

Exploring relationships between multivariate radiological phenotypes and genetic features: A case-study in Glioblastoma using the Cancer Genome Atlas.

Arvind Rao

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Automated image analysis and inference of gene function from high - Content screens.

Priyanka J. Raja, Justin Jacob, Byung-Jun Yoon, Geoffrey Bartholomeusz, Arvind Rao

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Peak Geodesic Concentration: A measure of WM complexity in HARDI.

Arvind Rao, Alex R. Smith, Robert T. Schultz, Timothy P. L. Roberts, Ragini Verma

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

2011

Determination of protein location diversity via analysis of immunohistochemical images from the Human Protein Atlas.

Arvind Rao, Robert F. Murphy

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Biological pathway inference using manifold embedding.

Arvind Rao, Alfred O. Hero III

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Understanding Distal transcriptional Regulation from Sequence, Expression and interactome Perspectives.

Arvind Rao, David J. States, Alfred O. Hero III, James Douglas Engel

J. Bioinform. Comput. Biol., 2010

2009

Automated Analysis of Human Protein Atlas Immunofluorescence Images.

Justin Newberg, Jieyue Li, Arvind Rao, Fredrik Ponten, Mathias Uhlen, Emma Lundberg, Robert F. Murphy

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Using Directed Information to Build Biologically Relevant Influence Networks.

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel

J. Bioinform. Comput. Biol., 2008

2007

Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed Information.

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel

EURASIP J. Bioinform. Syst. Biol., 2007

Inferring Time-Varying Network Topologies from Gene Expression Data.

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel

EURASIP J. Bioinform. Syst. Biol., 2007

2006

Inference of Biologically Relevant Gene Influence Networks Using the Directed Information Criterion.

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Probabilistic data integration and visualization for understanding transcriptional regulation.

Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel

Proceedings of the 14th European Signal Processing Conference, 2006