Ministry of Education
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Dr PRADNYA Siddhivinayak KULKARNI

vidwan id: 593782

Associate Professor, Department of Computer Engineering and Technology
Dr. Vishwanath Karad Mit World Peace University

Orchid Icon 0000-0003-0674-9285 Google Scholar Icon 54402960000 Researcher Icon AAR-7424-2020 Google Scholar Icon 9nJS9uUAAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 12
Books 0
Proceedings 0

Publications

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Scopus

Citations 93
h-index 5

CrossRef

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Citations 76
h-index 4
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Professional Recognition

2018

Honorary Research Fellow

Federation University, Australia
2016

Best Presentation Award

International Conference on Signal and Image Processing, Beijing, China
2013

Most Outstanding Full Paper Award

UB Annual Research Conference

Community & Membership

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Golden Key International Honour Society

2018
member

IEEE SIGHT

2018
member

Computer Society of India

2018
member

Bio

AI applied to healthcare applications

Personal Details

  • Associate Professor , Dr. Vishwanath Karad Mit World Peace University
  • Kothrud
PhD
Other Institute 2017
Graduate diploma in IT
Other Institute 2008
BE
Other Institute 1999
Associate Professor Dec 2023 – Present
Dr. Vishwanath Karad Mit World Peace University | Department of Computer Engineering and Technology
Assistant Professor Jun 2017 – Nov 2023
Dr. Vishwanath Karad Mit World Peace University | Department of Computer Engineering and Technology

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Co-Authors (1)

Siddhivinayak

Dr Siddhivinayak Kulkarni

Dr. Vishwanath Karad Mit World Peace University

Scholarly Work

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Pixel N-gram Image Representation System for Mammographic Image Classification

Pradnya S. Kulkarni
Engineering and Technology Patent No. : 2021106657 Filed : 07-09-2021
Published : 17-11-2021 Granted

Scholarly Publications

Diabetic retinopathy classification using a combination of EfficientNets

Open Access
Conference Paper
Year: 2021. Pages: 68-72 .
Authors: Karki S.S.;Kulkarni P.
DOI 10.1109/ESCI50559.2021.9397035
16 21

Melanoma classification using EfficientNets and Ensemble of models with different input resolution

Open Access
Conference Paper
Year: 2021.
Authors: Karki S.;Kulkarni P.;Stranieri A.
DOI 10.1145/3437378.3437396
10 9

Pixel N-Grams Representation for Medical Image Classification

Open Access
Book Chapter
Year: 2020. Volume: 841 , Pages: 21-40 .
Authors: Kulkarni P.;Stranieri A.
DOI 10.1007/978-981-13-8930-6_2
2 2

Diabetic Retinopathy Detection: Methods and Challenges

Open Access
Conference Paper
Year: 2019.
Authors: Patil S.;Kulkarni P.
DOI 10.1109/PuneCon46936.2019.9105856
1 1

Conversational AI: An overview of methodologies, applications future scope

Open Access
Conference Paper
Year: 2019.
Authors: Kulkarni P.;Mahabaleshwarkar A.;Kulkarni M.;Sirsikar N.;Gadgil K.
DOI 10.1109/ICCUBEA47591.2019.9129347
29 39

Comparing Pixel N-grams and Bag of Visual Word Features for the Classification of Diabetic Retinopathy

Open Access
Conference Paper
Year: 2019.
Authors: Kulkarni P.;Stranieri A.;Jeline H.
DOI 10.1145/3290688.3290726

Comparison of Pixel N-Grams with Histogram, Haralick's features and Bag-of-Visual-Words for Texture Image Classification

Open Access
Conference Paper
Year: 2018.
Authors: Kulkarni P.;Stranieri A.
DOI 10.1109/I2CT.2018.8529815
1 2

Analysis of Classifiers for Prediction of Type II Diabetes Mellitus

Open Access
Conference Paper
Year: 2018.
Authors: Barhate R.;Kulkarni P.
DOI 10.1109/ICCUBEA.2018.8697856
13 10