Dr. Jayaraj P B
Associate Professor, Department of Computer Science and Engineering
National Institute of Technology Calicut, Kerala, INDIA-673 601
(email)
Publications
Bio
Classes
Duties
Dr. Jayaraj P B
Artificial Intelligence
Embedded systems
HealthCareParallel Computing
Medical Device Development
B, JP.
2023.
Using Attention-UNet Models to Predict Protein Contact Maps
.
J. Comput. Biol. . 31(7):691-702.
B, JP.
2024.
Prior-guided generative adversarial network for mammogram synthesis.
.
Biomed. Signal Process. Control. 87:105456.
B, JP.
2023.
DeepBindPPI: Protein–Protein Binding Site Prediction Using Attention Based Graph Convolutional Network
.
The Protein Journal .
B, JP.
2024.
Cone beam computed tomography enhancement using feature-embedded variational autoencoder with a perceptual loss function
.
Int. J. Imaging Syst. Technol. 33(5):1767-1778.
B, JP.
2023.
An efficient spectral partitioning based static application mapping algorithm for 2D mesh NoCs
.
Concurr. Comput. Pract. Exp. . 35(26):e7838..
B, JP, et al.
2023.
Deep Cleaner-A Few Shot Image Dataset Cleaner using Supervised Contrastive Learning
.
IEEE Access . 11:18727-18738..
Francis, Seenia, JPB, et al.
2021.
Monte Carlo Simulation of Linear Accelerator for Dosimetry Analysis. .
, April 4.
In: 2021 6th International Conference for Convergence in Technology (I2CT). IEEE,. , Mumbai
Viswajit Vinod Nair, Jayaraj, et al.
2022.
Deep Sequence Models for Ligand-Based Virtual Screening
.
Journal of Computational Biophysics and Chemistry. :1-12.
SUNNY, Sharon; JAYARAJ, PB.
2021.
FPDock: Protein–protein docking using flower pollination algorithm
.
Computational Biology and Chemistry. 93:107518.
Antony, J. V., MYJPHPB.
2021.
Assigning secondary structure in proteins using AI
.
Journal of Molecular Modeling. 27(9):1-13.
JISNA, JAYARAJVA; PB.
2021.
Protein structure prediction: conventional and deep learning perspectives
.
The Protein Journal. 40(4):522-544.
Sunny, S., JPB.
2021.
Protein–Protein Docking: Past, Present, and Future
.
The protein journal. :1-26.
MB, B, Jayaraj PB.
2022.
Cervix type detection using a self‐supervision boosted object detection technique
.
International Journal of Imaging Systems and Technology. :1-10.
Jayaraj, PB, et al.
2022.
Ligand Based Virtual Screening Using Self-organizing Maps
.
The Protein Journal. :1-11.
Sunny, S, B JP.
2021.
A Geometric Complementarity-Based Tool for Protein–Protein Docking.
.
" Journal of Computational Biophysics and Chemistry . :2250003.
Francis, S, B JP.
2022.
ThoraxNet: a 3D U-Net based two-stage framework for OAR segmentation on thoracic CT images
.
Physical and Engineering Sciences inMedicine. :1-15.
A, JV, B JP.
2022.
An End-to-End Deep Learning Pipeline for Assigning Secondary Structure in Proteins
.
Journal of Computational Biophysics and Chemistry . :1-14.
Avinash kumar, J& PB, et al.
2018.
Early Detection of breast cancer using SVM with SMO algorithm
, December 22.
3rd International Conference on Advanced Computing and Intelligent Engineering, Springer. , Bubhaneswar, India
Jisna Antony, J& PB, et al.
2018.
Towards Building a Coordinate Clustered Library for Template-Based Modeling of Protein Structures
, Dec 8.
IEEE Recent Advances in Intelligent Computational Systems (RAICS).
M. B Bijoy, J& PB, et al.
2019.
Detecting Cervix Type Using Deep Learning and GPU
, Dec 9.
6th IEEE Region 10 Humanitarian Technology Conference 2018. , SriLanka
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National Institute of Technology Calicut, Kerala, INDIA-673 601
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