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1

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Non-deep CNN for multi-modal image classification and feature learning: An Azure-based model

Roychowdhury, Sohini, Ren, Johnny

Year:

2016

Language:

english

File:

PDF, 1.77 MB

english, 2016

2

[IEEE 2015 IEEE International Conference on Big Data (Big Data) - Santa Clara, CA, USA (2015.10.29-2015.11.1)] 2015 IEEE International Conference on Big Data (Big Data) - A generalized flow for multi-class and binary classification tasks: An Azure ML approach

Bihis, Matthew, Roychowdhury, Sohini

Year:

2015

Language:

english

File:

PDF, 489 KB

english, 2015

3

AG-MIC: Azure-Based Generalized Flow for Medical Image Classification

Roychowdhury, Sohini, Bihis, Matthew

Journal:

Year:

2016

Language:

english

File:

PDF, 25.11 MB

english, 2016

4

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Topic modeling for management sciences: A network-based approach

Menenberg, Max, Pathak, Surya, Udyapuram, Hari P., Gavirneni, Srinagesh, Roychowdhury, Sohini

Year:

2016

Language:

english

File:

PDF, 918 KB

english, 2016

5

Promoting healthy spacing between pregnancies in India: Need for differential education campaigns

Mary Philip Sebastian, M.E. Khan, Sohini Roychowdhury

Journal:

Patient Education and Counseling

Year:

2010

Language:

english

File:

PDF, 185 KB

english, 2010

6

DREAM: Diabetic Retinopathy Analysis Using Machine Learning

Roychowdhury, Sohini, Koozekanani, Dara D., Parhi, Keshab K.

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2014

Language:

english

File:

PDF, 3.18 MB

english, 2014

7

Blood Vessel Segmentation of Fundus Images by Major Vessel Extraction and Sub-Image Classification

Roychowdhury, Sohini, Koozekanani, Dara, Parhi, Keshab

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2014

Language:

english

File:

PDF, 2.79 MB

english, 2014

8

[IEEE 2013 Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2013.11.3-2013.11.6)] 2013 Asilomar Conference on Signals, Systems and Computers - Automated denoising and segmentation of optical coherence tomography images

Roychowdhury, Sohini, Koozekanani, Dara D., Parhi, Keshab K.

Year:

2013

Language:

english

File:

PDF, 1.52 MB

english, 2013

9

[IEEE 2012 46th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2012.11.4-2012.11.7)] 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - Screening fundus images for diabetic retinopathy

Roychowdhury, Sohini, Koozekanani, Dara D., Parhi, Keshab K.

Year:

2012

Language:

english

File:

PDF, 2.56 MB

english, 2012

10

[IEEE 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Osaka (2013.7.3-2013.7.7)] 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Automated localization of cysts in diabetic macular edema using optical coherence tomography images

Roychowdhury, Sohini, Koozekanani, Dara D., Radwan, Salma, Parhi, Keshab K.

Year:

2013

Language:

english

File:

PDF, 1.03 MB

english, 2013

11

Iterative Vessel Segmentation of Fundus Images

Roychowdhury, Sohini, Koozekanani, Dara D., Parhi, Keshab K.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 3.46 MB

english, 2015

12

Optic Disc Boundary and Vessel Origin Segmentation of Fundus Images

Roychowdhury, Sohini, Koozekanani, Dara, Kuchinka, Sam, Parhi, Keshab

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

File:

PDF, 3.72 MB

2015

13

Optic Disc Boundary and Vessel Origin Segmentation of Fundus Images

Roychowdhury, Sohini, Koozekanani, Dara, Kuchinka, Sam, Parhi, Keshab

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 3.72 MB

english, 2015

14

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - 3-D localization of Diabetic Macular Edema using OCT thickness maps

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

Year:

2015

Language:

english

File:

PDF, 1.45 MB

english, 2015

15

[IEEE 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN) - Noida, Delhi NCR, India (2016.2.11-2016.2.12)] 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN) - Fast localization of the optic disc in fundus images using region-based segmentation

Sengar, Namita, Dutta, Malay Kishore, Parthasarathi, M., Roychowdhury, Sohini, Burget, Radim

Year:

2016

Language:

english

File:

PDF, 283 KB

english, 2016

16

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Classification of large-scale fundus image data sets: A cloud-computing framework

Roychowdhury, Sohini

Year:

2016

Language:

english

File:

PDF, 1.37 MB

english, 2016

17

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Automated detection of neovascularization for proliferative diabetic retinopathy screening

Roychowdhury, Sohini, Koozekanani, Dara D., Parhi, Keshab K.

Year:

2016

Language:

english

File:

PDF, 1.39 MB

english, 2016

18

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Artery/vein classification of retinal blood vessels using feature selection

Vijayakumar, Vishal, Koozekanani, Dara D., White, Robert, Kohler, James, Roychowdhury, Sohini, Parhi, Keshab K.

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

19

[IEEE 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) - San Diego, CA, USA (2015.10.31-2015.11.7)] 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) - Blind analysis of CT image noise using residual denoised images

Roychowdhury, Sohini, Hollcraft, Nathan, Alessio, Adam M.

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

20

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Application of big data analytics for automated estimation of CT image quality

Naeemi, Maitham D, Ren, Johnny, Hollcroft, Nathan, Alessio, Adam M, Roychowdhury, Sohini

Year:

2016

Language:

english

File:

PDF, 1.30 MB

english, 2016

21

[IEEE 2016 50th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2016.11.6-2016.11.9)] 2016 50th Asilomar Conference on Signals, Systems and Computers - Automated selection of uniform regions for CT image quality detection

Naeemi, Maitham D, Alessio, Adam M, Roychowdhury, Sohini

Year:

2016

Language:

english

File:

PDF, 649 KB

english, 2016

22

[IEEE 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Orland, FL, USA (2017.2.16-2017.2.19)] 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Computer aided detection of anemia-like pallor

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

Year:

2017

Language:

english

File:

PDF, 230 KB

english, 2017

23

A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography B-scans

Girish, GN, Anima, VA, Kothari, Abhishek R, Sudeep, PV, Roychowdhury, Sohini, Rajan, Jeny

Journal:

Computer Methods and Programs in Biomedicine

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

24

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - Machine Learning Models for Road Surface and Friction Estimation using Front-Camera Images

Roychowdhury, Sohini, Zhao, Minming, Wallin, Andreas, Ohlsson, Niklas, Jonasson, Mats

Year:

2018

Language:

english

File:

PDF, 2.62 MB

english, 2018

25

[IEEE 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Orlando, FL (2018.12.17-2018.12.20)] 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Fast Proposals for Image and Video Annotation Using Modified Echo State Networks

Roychowdhury, Sohini, Muppirisetty, L. Srikar

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

26

Assessment of the effect of urban pollution on surface water-groundwater system of Adi Ganga, a historical outlet of river Ganga

Ghosh, Soma, Majumder, Sohini, Roychowdhury, Tarit

Journal:

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

27

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

Roychowdhury, Sohini, Emmons, Michelle

Journal:

International Journal of Computer Science & Engineering Survey

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

28

[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation

Girish, G.N., Saikumar, Banoth, Roychowdhury, Sohini, Kothari, Abhishek R., Rajan, Jeny

Year:

2019

File:

PDF, 1.79 MB

2019

29

[IEEE 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Seoul, Korea (South) (2019.10.27-2019.10.28)] 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Range Adaptation for 3D Object Detection in LiDAR

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

Year:

2019

File:

PDF, 1.58 MB

2019

30

Azure-Based Smart Monitoring System for Anemia-Like Pallor

Roychowdhury, Sohini, Hage, Paul, Vasquez, Joseph

Journal:

Future Internet

Year:

2017

File:

PDF, 3.24 MB

2017

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