International Journals
Neetha George , Linu Shine , Ambily N, Bejoy Abraham, Sivakumar Ramachandran,"A two-stage CNN model for the Classification and Severity Analysis of Retinal and Choroidal Diseases in OCT Images", International Journal of Intelligent Networks, Elsevier. [in press] (SCOPUS Indexed, Cite Score=7.9)
Athena George, Bejoy Abraham, Neetha George, Lintu Shine, Sivakumar Ramachandran, "A Novel 3D CNN framework with Attention Mechanisms for Alzheimer’s Disease Classification ", Computer Systems Science and Engineering , Tech Science Press,(SCOPUS Indexed)
Bejoy Abraham, Jesna Mohan, Shinu Mathew John, Sivakumar Ramachandran, "Computer-Aided Detection of Tuberculosis from X-ray Images using CNN and PatternNet Classifier ", Journal of X-Ray Science and Technology , IOS Press, May 2023 (In Press) (SCI Indexed, Impact Factor=2.442)Link
Bejoy Abraham, Jesna Mohan, Lintu Shine, Sivakumar Ramachandran, "A Novel Light Weight CNN framework integrated with Marine Predator Optimization for the assessment of Tear film-Lipid layer patterns", Computer Modeling in Engineering & Sciences , Tech Science Press, Vol.136, No. 1, pp. 87-106, January 2023. (SCI Indexed, Impact Factor=2.1)
Gayatri JL, Bejoy Abraham, Sujarani M S, Madhu S. Nair " A Computer-Aided Diagnosis System for the Classification of COVID-19 and non-COVID-19 Pneumonia on Chest X-ray Images by Integrating CNN with Sparse Autoencoder and Feed Forward Neural Network", Computers in Biology and Medicine, Elsevier, Vol.141, Article No.105134, February 2022. (SCI Indexed, Impact Factor=4.589)
Jisha John, Aswathy Ravikumar, Bejoy Abraham, "Prostate Cancer prediction from Multiple Pretrained Computer Vision Models ", Health and Technology, Springer, August 2021 (ESCI, SCOPUS indexed)
Bejoy Abraham and Madhu S. Nair , "Computer-Aided Detection of COVID-19 from CT Scans using an Ensemble of CNNs and KSVM Classifier", Signal, Image and Video Processing, Springer, Vol.16, No.3, pp.587-594, April 2022. (SCI Indexed, Impact Factor=1.583 )
Bejoy Abraham and Madhu S. Nair, "Computer-Aided Diagnosis of COVID-19 from X-Ray Images using Multi-CNN and Bayesnet Classifier", Biocybernetics and Biomedical Engineering, Elsevier, Vol.40, No.4, pp.1436-1445, 2020. (SCI Indexed, Impact Factor=4.314 ) [link]
Bejoy Abraham and Madhu S. Nair, "Automated Grading of Prostate Cancer using Convolutional Neural Network and Ordinal Class Classifier", Informatics in Medicine Unlocked, Elsevier, Vol.17, Article No.100256, 2019. (SCOPUS Indexed) [link]
Bejoy Abraham and Madhu S. Nair, "Computer-Aided Grading of Prostate Cancer from MRI images using Convolutional Neural Networks", Journal of Intelligent and Fuzzy Systems, IOS Press, Vol.36, No.3, pp.2015-2024, March 2019. (SCI Indexed, Impact Factor=1.851) [link]
Bejoy Abraham and Madhu S. Nair, "Computer-Aided Classification of Prostate Cancer Grade Groups from MRI Images using Texture Features and Stacked Sparse Autoencoder", Computerized Medical Imaging and Graphics, Elsevier, Vol.69, pp.60-68, November 2018. (SCI Indexed, Impact Factor=4.79) [link]
Bejoy Abraham and Madhu S. Nair, "Computer-Aided Diagnosis of Clinically Significant Prostate Cancer from MRI Images using Sparse Autoencoder and Random Forest Classifier", Biocybernetics and Biomedical Engineering, Elsevier, Vol.38, No.3, pp.733-744, 2018. (SCI Indexed, Impact Factor=4.314) [link]