Ministry of Education
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Dr Manaswini Jena

vidwan id: 360252
Female

Assistant Professor, Birla School of Applied Sciences
Birla Global University

Orchid Icon 0000-0002-2751-973X Google Scholar Icon 56941611100 Researcher Icon HRD-3521-2023 Google Scholar Icon m1sYc7YAAAAJ

Expertise

  • Computer Science Interdisciplinary SCI

Publications

Total Articles 8
Books 0
Proceedings 0

Publications

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Scopus

Citations 32
h-index 3

CrossRef

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Citations 18
h-index 3
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Professional Recognition

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Community & Membership

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Bio

Image Processing using deep Learning, ML

Personal Details

  • Female
  • Assistant Professor , Birla Global University
  • Birla School of Applied Sciences,Birla Global University
Ph.D
Other Institute 2022
Assistant Professor Oct 2022 – Present
Birla Global University | Birla School of Applied Sciences

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Scholarly Work

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Scholarly Publications

A Tailored Complex Medical Decision Analysis Model for Diabetic Retinopathy Classification Based on Optimized Un-Supervised Feature Learning Approach

Open Access
Article
Arabian Journal for Science and Engineering. Year: 2023. Volume: 48 , Issue: 2 , Pages: 2087-2099 .
Authors: Manaswini Jena ., Debahuti Mishra ., Smita Prava Mishra ., Pradeep Kumar Mallick .,
DOI 10.1007/s13369-022-07057-0
1

Exploring the Parametric Impact on a Deep Learning Model and Proposal of a 2-Branch CNN for Diabetic Retinopathy Classification with Case Study in IoT-Blockchain based Smart Healthcare System

Open Access
Article
Year: 2022. Volume: 46 , Issue: 2 , Pages: 205-221 .
Authors: Manaswini Jena ., Debahuti Mishra ., Smita Prava Mishra ., Pradeep Kumar Mallick ., Sachin Kumar .,
DOI 10.31449/inf.v46i2.3906
1 2

A fully convolutional neural network for recognition of diabetic retinopathy in fundus images

Open Access
Article
Recent Advances in Computer Science and Communications. Year: 2021. Volume: 14 , Issue: 2 , Pages: 395-408 .
Authors: Manaswini Jena ., Smita P. Mishra ., Debahuti Mishra .,
DOI 10.2174/2213275912666190628124008
1 3

Pragmatic Study of CNN Model and Different Parameters Impact on It for the Classification of Diabetic Retinopathy

Open Access
Conference Paper
Year: 2021. Volume: 194 , Pages: 711-718 .
Authors: Manaswini Jena ., Smita Prava Mishra ., Debahuti Mishra .,
DOI 10.1007/978-981-15-5971-6_74

Empirical analysis of activation functions and pooling layers in CNN for classification of diabetic retinopathy

Open Access
Conference Paper
Year: 2019. Pages: 34-39 .
Authors: Jena M.;Mishra S.P.;Mishra D.
DOI 10.1109/ICAML48257.2019.00014
3 5

Detection of Diabetic Retinopathy Images Using a Fully Convolutional Neural Network

Open Access
Conference Paper
Year: 2018. Pages: 523-527 .
Authors: Jena M.;Mishra S.P.;Mishra D.
DOI 10.1109/ICDSBA.2018.00103
7 10

Review of neural network techniques in the verge of image processing

Open Access
Conference Paper
Year: 2018. Volume: 628 , Pages: 345-361 .
Authors: Jena M.;Mishra S.
DOI 10.1007/978-981-10-5272-9_33
4 11

Biological data analysis using hybrid functional link artificial neural network

Open Access
Conference Paper
Year: 2015. Volume: 8947 , Pages: 88-97 .
Authors: Manaswini Jena ., Rasmita Dash ., Bijan Bihari Misra .,
DOI 10.1007/978-3-319-20294-5_8
1 1