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2020 – today
- 2024
[j14]Santhoshi N. Krishnan
, Sunjong Ji, Ahmed M. Elhossiny, Achyutha Rao, Timothy L. Frankel, Arvind Rao:
Proximogram - A multi-omics network-based framework to capture tissue heterogeneity integrating single-cell omics and spatial profiling. Comput. Biol. Medicine 182: 109082 (2024)- [j13]Elisa Warner, Joonsang Lee, William Hsu, Tanveer F. Syeda-Mahmood, Charles E. Kahn Jr., Olivier Gevaert, Arvind Rao:
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects. Int. J. Comput. Vis. 132(9): 3753-3769 (2024) - 2023
- [j12]Snehal Prabhudesai, Jeremiah Hauth, Dingkun Guo, Arvind Rao, Nikola Banovic, Xun Huan:
Lowering the computational barrier: Partially Bayesian neural networks for transparency in medical imaging AI. Frontiers Comput. Sci. 5 (2023) - [j11]Shariq Mohammed, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani:
Tumor radiogenomics in gliomas with Bayesian layered variable selection. Medical Image Anal. 90: 102964 (2023) - [j10]Maria Masotti, Nathaniel Osher, Joel Eliason, Arvind Rao, Veerabhadran Baladandayuthapani:
DIMPLE: An R package to quantify, visualize, and model spatial cellular interactions from multiplex imaging with distance matrices. Patterns 4(12): 100879 (2023) - [j9]Visweswaran Ravikumar, Tong Xu, Wajd N. Al-Holou, Salar Fattahi, Arvind Rao:
Efficient Inference of Spatially-Varying Gaussian Markov Random Fields With Applications in Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 20(5): 2920-2932 (2023) - [c15]Elisa Warner, Joonsang Lee, Santhoshi Krishnan, Nicholas Wang, Shariq Mohammed, Ashok Srinivasan, Jayapalli R. Bapuraj, Arvind Rao:
Low-parameter supervised learning models can discriminate pseudoprogression and true progression in non-perfusion-based MRI. EMBC 2023: 1-4 - [i2]Elisa Warner, Joonsang Lee, William Hsu, Tanveer F. Syeda-Mahmood, Charles E. Kahn, Olivier Gevaert, Arvind Rao:
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects. CoRR abs/2311.02332 (2023) - 2022
- [c14]Elisa Warner, Xuelu Li, Ganesh Rao, Jason Huse, Jeffrey Traylor, Visweswaran Ravikumar, Vishal Monga, Arvind Rao:
Investigating Useful Features for Overall Survival Prediction in Patients with Low-Grade Glioma Using Histology Slides. EMBC 2022: 4938-4941 - [c13]Yan Li, Majid Farhadloo, Santhoshi Krishnan, Yiqun Xie, Timothy L. Frankel, Shashi Shekhar, Arvind Rao:
CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data. BigSpatial@SIGSPATIAL 2022: 36-46 - [c12]Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince D. Calhoun, Gloria Menegaz:
Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges. ICIP 2022: 1531-1535 - [c11]Elisa Warner, Najla Al Turkestani, Jonas Bianchi, Marcela Lima Gurgel, Lucia H. S. Cevidanes, Arvind Rao:
Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information. EPIMI/ML-CDS@MICCAI 2022: 77-86 - [i1]Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince D. Calhoun, Gloria Menegaz:
Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges. CoRR abs/2207.04295 (2022) - 2021
- [j8]Alok Singh, Shweta Purawat, Arvind Rao, Ilkay Altintas:
Modular performance prediction for scientific workflows using Machine Learning. Future Gener. Comput. Syst. 114: 1-14 (2021) - [j7]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:
Computed Tomography Radiomics Kinetics as Early Imaging Correlates of Osteoradionecrosis in Oropharyngeal Cancer Patients. Frontiers Artif. Intell. 4: 618469 (2021) - 2020
- [j6]Tingyang Li, Ashootosh Tripathi, Fengan Yu, David H. Sherman, Arvind Rao:
DDAP: docking domain affinity and biosynthetic pathway prediction tool for type I polyketide synthases. Bioinform. 36(3): 942-944 (2020)
2010 – 2019
- 2019
- [j5]Donnie Kim, Nicholas Wang, Viswesh Ravikumar, D. R. Raghuram, Jinju Li, Ankit Patel, Richard E. Wendt, Ganesh Rao, Arvind Rao:
Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging. Frontiers Comput. Neurosci. 13: 52 (2019) - 2017
- [c10]Fadi Alsaleem, Mehari Tesfay, Parthiban Arunasalam, Arvind Rao:
Adaptive-model predictive control of electronic expansion valves for evaporator superheat minimization. EIT 2017: 159-165 - [c9]Alok Singh, Arvind Rao, Shweta Purawat, Ilkay Altintas:
A machine learning approach for modular workflow performance prediction. WORKS@SC 2017: 7:1-7:11 - 2013
- [c8]Priyanka J. Raja, Justin Jacob, Byung-Jun Yoon, Geoffrey Bartholomeusz, Arvind Rao:
Automated image analysis and inference of gene function from high - Content screens. EUSIPCO 2013: 1-5 - [c7]Arvind Rao:
Exploring relationships between multivariate radiological phenotypes and genetic features: A case-study in Glioblastoma using the Cancer Genome Atlas. GlobalSIP 2013: 69-72 - 2012
- [c6]Arvind Rao, Alex R. Smith, Robert T. Schultz, Timothy P. L. Roberts, Ragini Verma:
Peak Geodesic Concentration: A measure of WM complexity in HARDI. MMBIA 2012: 233-238 - 2011
- [c5]Arvind Rao, Alfred O. Hero III:
Biological pathway inference using manifold embedding. ICASSP 2011: 5992-5995 - [c4]Arvind Rao, Robert F. Murphy:
Determination of protein location diversity via analysis of immunohistochemical images from the Human Protein Atlas. ISBI 2011: 1727-1729 - 2010
- [j4]Arvind Rao, David J. States, Alfred O. Hero III, James Douglas Engel:
Understanding Distal transcriptional Regulation from Sequence, Expression and interactome Perspectives. J. Bioinform. Comput. Biol. 8(2): 219-246 (2010)
2000 – 2009
- 2009
- [c3]Justin Newberg, Jieyue Li, Arvind Rao, Fredrik Ponten, Mathias Uhlen, Emma Lundberg, Robert F. Murphy:
Automated Analysis of Human Protein Atlas Immunofluorescence Images. ISBI 2009: 1023-1026 - 2008
- [j3]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Using Directed Information to Build Biologically Relevant Influence Networks. J. Bioinform. Comput. Biol. 6(3): 493-519 (2008) - 2007
- [j2]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Inferring Time-Varying Network Topologies from Gene Expression Data. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j1]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed Information. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - 2006
- [c2]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Probabilistic data integration and visualization for understanding transcriptional regulation. EUSIPCO 2006: 1-5 - [c1]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Inference of Biologically Relevant Gene Influence Networks Using the Directed Information Criterion. ICASSP (2) 2006: 1028-1031
Coauthor Index
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