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Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images

Aug 07, 2020
Sohini Roychowdhury

* ICPR 2020 
* 8 pages, 8 figures, 4 tables 

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FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network

May 15, 2020
Francesco Piccoli, Rajarathnam Balakrishnan, Maria Jesus Perez, Moraldeepsingh Sachdeo, Carlos Nunez, Matthew Tang, Kajsa Andreasson, Kalle Bjurek, Ria Dass Raj, Ebba Davidsson, Colin Eriksson, Victor Hagman, Jonas Sjoberg, Ying Li, L. Srikar Muppirisetty, Sohini Roychowdhury

* 5 pages, 6 figures, 5 tables, IEEE Asilomar SSC 

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Range Adaptation for 3D Object Detection in LiDAR

Sep 26, 2019
Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu

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Computer Aided Detection of Anemia-like Pallor

Mar 17, 2017
Sohini Roychowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage, Humairat H. Rahman

* 4 pages,2 figures, 2 tables 

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Automated OCT Segmentation for Images with DME

Oct 24, 2016
Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach, Keshab K. Parhi

* 31 pages, 7 figures, CRC Press Book Chapter, 2016 

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Automated Selection of Uniform Regions for CT Image Quality Detection

Aug 19, 2016
Maitham D Naeemi, Adam M Alessio, Sohini Roychowdhury

* 5 pages, 8 figures, Asilomar Conference on Signals, Systems, and Computers 

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Blind Analysis of CT Image Noise Using Residual Denoised Images

May 24, 2016
Sohini Roychowdhury, Nathan Hollraft, Adam Alessio

* 4 pages, 6 figures, IEEE NSS/MIC 2015 

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Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework

Mar 26, 2016
Sohini Roychowdhury

* 4 pages, 6 figures, [Submitted], 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2016 

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A generalized flow for multi-class and binary classification tasks: An Azure ML approach

Mar 26, 2016
Matthew Bihis, Sohini Roychowdhury

* Big Data (Big Data), 2015 IEEE International Conference on, Santa Clara, CA, 2015, pp. 1728-1737 
* 10 pages, 7 figures, Conference 

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A Survey of the Trends in Facial and Expression Recognition Databases and Methods

Dec 05, 2015
Sohini Roychowdhury, Michelle Emmons

* International Journal of Computer Science & Engineering Survey, 2015, 6, 1-19 
* 16 pages, 4 figures, 3 tables, International Journal of Computer Science and Engineering Survey, October, 2015 

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Facial Expression Detection using Patch-based Eigen-face Isomap Networks

Nov 11, 2015
Sohini Roychowdhury

* 6 pages,7 figures, IJCAI-HINA 2015 

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