Jeny Rajan

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Topics

Convolutional Neural Network

Maximum Likelihood

Optical Coherence Tomography

Top Venues

Biomed. Signal Process. Control.

Eng. Appl. Artif. Intell.

Publications

Rishi Raj, Dayananda Pruthviraja, Ayush Gupta, Jimson Mathew, Santhosh Kumar Kannath, Adity Prakash, Jeny Rajan
Multilevel Multimodal Framework for Automatic Collateral Scoring in Brain Stroke. IEEE Access 12 (2024)
Bhavesh Varma, Naik Nitesh Navnath, K. Chandrasekaran, M. Venkatesan, Jeny Rajan
Forecasting Land-Use and Land-Cover Change Using Hybrid CNN-LSTM Model. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Rajath C. Aralikatti, S. J. Pawan, Jeny Rajan
A Dual-Stage Semi-Supervised Pre-Training Approach for Medical Image Segmentation. IEEE Trans. Artif. Intell. 5 (2) (2024)
A. S. Neethi, Santhosh Kumar Kannath, Adarsh Anil Kumar, Jimson Mathew, Jeny Rajan
A comprehensive review and experimental comparison of deep learning methods for automated hemorrhage detection. Eng. Appl. Artif. Intell. 133 (2024)
Siva Bonthada, Sankar Pariserum Perumal, Poornanand Purushottam Naik, Mahesh A. Padukudru, Jeny Rajan
An automated deep learning pipeline for detecting user errors in spirometry test. Biomed. Signal Process. Control. 90 (2024)
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
Attention-effective multiple instance learning on weakly stem cell colony segmentation. Intell. Syst. Appl. 17 (2023)
S. J. Pawan, Rishi Sharma, Hemanth Sai Ram Reddy, M. Vani, Jeny Rajan
WideCaps: a wide attention-based capsule network for image classification. Mach. Vis. Appl. 34 (4) (2023)
R. C. Radha, B. S. Raghavendra, B. V. Subhash, Jeny Rajan, A. V. Narasimhadhan
Machine learning techniques for periodontitis and dental caries detection: A narrative review. Int. J. Medical Informatics 178 (2023)
Rishi Raj, Jimson Mathew, Santhosh Kumar Kannath, Jeny Rajan
StrokeViT with AutoML for brain stroke classification. Eng. Appl. Artif. Intell. 119 (2023)
Tojo Mathew, C. I. Johnpaul, B. Ajith, Jyoti R. Kini, Jeny Rajan
A deep learning based classifier framework for automated nuclear atypia scoring of breast carcinoma. Eng. Appl. Artif. Intell. 120 (2023)
Sanjana J, Poornanand Purushottam Naik, Mahesh A. Padukudru, Shashidhar G. Koolagudi, Jeny Rajan
Attention-Based CRNN Models for Identification of Respiratory Diseases from Lung Sounds. ICCCNT (2023)
Mohammad Rahil, B. N. Anoop, G. N. Girish, Abhishek R. Kothari, Shashidhar G. Koolagudi, Jeny Rajan
A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images. IEEE Access 11 (2023)
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
Medical image segmentation with 3D convolutional neural networks: A survey. Neurocomputing 493 (2022)
A. S. Neethi, S. Niyas, Santhosh Kumar Kannath, Jimson Mathew, Ajimi Mol Anzar, Jeny Rajan
Stroke classification from computed tomography scans using 3D convolutional neural network. Biomed. Signal Process. Control. 76 (2022)
Rishi Raj, Jimson Mathew, Santhosh Kumar Kannath, Jeny Rajan
Crossover based technique for data augmentation. Comput. Methods Programs Biomed. 218 (2022)
Tojo Mathew, B. Ajith, Jyoti R. Kini, Jeny Rajan
Deep learning-based automated mitosis detection in histopathology images for breast cancer grading. Int. J. Imaging Syst. Technol. 32 (4) (2022)
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
Attention-effective multiple instance learning on weakly stem cell colony segmentation. CoRR (2022)
S. Niyas, Shraddha Priya, Reena Oswal, Tojo Mathew, Jyoti R. Kini, Jeny Rajan
Automated Molecular Subtyping of Breast Cancer Through Immunohistochemistry Image Analysis. CVMI (2022)
S. J. Pawan, Jeny Rajan
Capsule networks for image classification: A review. Neurocomputing 509 (2022)
Govind Jeevan, S. J. Pawan, Jeny Rajan
Cross Task Temporal Consistency for Semi-supervised Medical Image Segmentation. MLMI@MICCAI (2022)
Govind Jeevan, Geevar C. Zacharias, Madhu S. Nair, Jeny Rajan
An empirical study of the impact of masks on face recognition. Pattern Recognit. 122 (2022)
Dheeraj Kumar Srivastava, S. J. Pawan, Jeny Rajan
An Automated Approach for Screening COVID-19 from Thermal Images Using Convolutional Neural Network. AIIIMA/MIABID@MICCAI (2022)
Tojo Mathew, S. Niyas, C. I. Johnpaul, Jyoti R. Kini, Jeny Rajan
A novel deep classifier framework for automated molecular subtyping of breast carcinoma using immunohistochemistry image analysis. Biomed. Signal Process. Control. 76 (2022)
S. Niyas, S. Chethana Vaisali, Iwrin Show, T. G. Chandrika, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan
Segmentation of focal cortical dysplasia lesions from magnetic resonance images using 3D convolutional neural networks. Biomed. Signal Process. Control. 70 (2021)
Pawan S. Jogi, Rahul Sankar, Anubhav Jain, Mahir Jain, D. V. Darshan, B. N. Anoop, Abhishek R. Kothari, M. Venkatesan, Jeny Rajan
Capsule Network-based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy. Medical Biol. Eng. Comput. 59 (6) (2021)
B. N. Anoop, Saswat Parida, B. Ajith, G. N. Girish, Abhishek R. Kothari, Muthu Subash Kavitha, Jeny Rajan
Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images. PReMI (2021)
Edwin Thomas, Pawan S. Jogi, Shushant Kumar, Anmol Horo, S. Niyas, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images. IEEE J. Biomed. Health Informatics 25 (5) (2021)
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
Medical Image Segmentation using 3D Convolutional Neural Networks: A Review. CoRR (2021)
S. J. Pawan, Rahul Sankar, Amithash M. Prabhudev, P. A. Mahesh, K. Prakashini, Sudha Kiran Das, Jeny Rajan
MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images. CoRR (2021)
B. N. Anoop, Kaushik S. Kalmady, Akhil Udathu, V. Siddharth, G. N. Girish, Abhishek R. Kothari, Jeny Rajan
A cascaded convolutional neural network architecture for despeckling OCT images. Biomed. Signal Process. Control. 66 (2021)
Pawan S. Jogi, Rishi Sharma, Hemanth Sai Ram Reddy, M. Vani, Jeny Rajan
WideCaps: A Wide Attention based Capsule Network for Image Classification. CoRR (2021)
P. V. Sudeep, Palanisamy Ponnusamy, Chandrasekharan Kesavadas, Jeny Rajan
An improved nonlocal maximum likelihood estimation method for denoising magnetic resonance images with spatially varying noise levels. Pattern Recognit. Lett. 139 (2020)
G. N. Girish, Abhishek R. Kothari, Jeny Rajan
Marker controlled watershed transform for intra-retinal cysts segmentation from optical coherence tomography B-scans. Pattern Recognit. Lett. 139 (2020)
K. M. Bijay Dev, Pawan S. Jogi, S. Niyas, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan
Automatic detection and localization of Focal Cortical Dysplasia lesions in MRI using fully convolutional neural network. Biomed. Signal Process. Control. 52 (2019)
G. N. Girish, Banoth Saikumar, Sohini Roychowdhury, Abhishek R. Kothari, Jeny Rajan
Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation. EMBC (2019)
T. J. Narendra Rao, G. N. Girish, Abhishek R. Kothari, Jeny Rajan
Deep Learning Based Sub-Retinal Fluid Segmentation in Central Serous Chorioretinopathy Optical Coherence Tomography Scans. EMBC (2019)
G. N. Girish, Bibhash Thakur, Sohini Roychowdhury, Abhishek R. Kothari, Jeny Rajan
Segmentation of Intra-Retinal Cysts From Optical Coherence Tomography Images Using a Fully Convolutional Neural Network Model. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Chetan L. Srinidhi, P. Aparna, Jeny Rajan
Automated Method for Retinal Artery/Vein Separation via Graph Search Metaheuristic Approach. IEEE Trans. Image Process. 28 (6) (2019)
Y. Nagaraj, Pardhu Madipalli, Jeny Rajan, P. Krishna Kumar, Adapa Venkata Narasimhadhan
Segmentation of intima media complex from carotid ultrasound images using wind driven optimization technique. Biomed. Signal Process. Control. 40 (2018)
Sandeep N. Menon, V. B. Vineeth Reddy, A. Yeshwanth, B. N. Anoop, Jeny Rajan
A Novel Deep Learning Approach for the Removal of Speckle Noise from Optical Coherence Tomography Images Using Gated Convolution-Deconvolution Structure. CVIP (2) (2018)
Wadageri Yamanappa, P. V. Sudeep, M. K. Sabu, Jeny Rajan
Non-Local Means Image Denoising Using Shapiro-Wilk Similarity Measure. IEEE Access 6 (2018)
T. Guru Pradeep Reddy, Kandiraju Sai Ashritha, T. M. Prajwala, G. N. Girish, Abhishek R. Kothari, Shashidhar G. Koolagudi, Jeny Rajan
Retinal-Layer Segmentation Using Dilated Convolutions. CVIP (1) (2018)
P. Krishna Kumar, Tadashi Araki, Jeny Rajan, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
State-of-the-art review on automated lumen and adventitial border delineation and its measurements in carotid ultrasound. Comput. Methods Programs Biomed. 163 (2018)
G. N. Girish, V. A. Anima, Abhishek R. Kothari, P. V. Sudeep, Sohini Roychowdhury, Jeny Rajan
A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography B-scans. Comput. Methods Programs Biomed. 153 (2018)
Chetan L. Srinidhi, P. Aparna, Jeny Rajan
A visual attention guided unsupervised feature learning for robust vessel delineation in retinal images. Biomed. Signal Process. Control. 44 (2018)
A. V. Narasimhadhan, Aman Sharma, Shashidhar G. Koolagudi, G. V. S. S. K. R. Naganjaneyulu, Sure Avinash, Vinay Peddireddy, N. Bal Kishan, Jeny Rajan
Reconstruction of Edges from Fan-Beam Projections. TENCON (2018)
P. V. Sudeep, Palanisamy Ponnusamy, Chandrasekharan Kesavadas, Jan Sijbers, Arnold Jan den Dekker, Jeny Rajan
A nonlocal maximum likelihood estimation method for enhancing magnetic resonance phase maps. Signal Image Video Process. 11 (5) (2017)
P. Krishna Kumar, Tadashi Araki, Jeny Rajan, Luca Saba, Francesco Lavra, Nobutaka Ikeda, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Ajay Gupta, Jasjit S. Suri
Accurate lumen diameter measurement in curved vessels in carotid ultrasound: an iterative scale-space and spatial transformation approach. Medical Biol. Eng. Comput. 55 (8) (2017)
Chetan L. Srinidhi, P. Aparna, Jeny Rajan
Recent Advancements in Retinal Vessel Segmentation. J. Medical Syst. 41 (4) (2017)
Adithya H. K. Upadhya, Basavaraj Talawar, Jeny Rajan
GPU implementation of non-local maximum likelihood estimation method for denoising magnetic resonance images. J. Real Time Image Process. 13 (1) (2017)
Jithin Gokul, Madhu S. Nair, Jeny Rajan
Guided SAR image despeckling with probabilistic non local weights. Comput. Geosci. 109 (2017)
P. V. Sudeep, S. Issac Niwas, Palanisamy Ponnusamy, Jeny Rajan, Yu Xiaojun, Xianghong Wang, Yuemei Luo, Linbo Liu
Enhancement and bias removal of optical coherence tomography images: An iterative approach with adaptive bilateral filtering. Comput. Biol. Medicine 71 (2016)
P. V. Sudeep, Palanisamy Ponnusamy, Jeny Rajan, Hediyeh Baradaran, Luca Saba, Ajay Gupta, Jasjit S. Suri
Speckle reduction in medical ultrasound images using an unbiased non-local means method. Biomed. Signal Process. Control. 28 (2016)
Rani Oomman Panicker, Biju Soman, Gagan Saini, Jeny Rajan
A Review of Automatic Methods Based on Image Processing Techniques for Tuberculosis Detection from Microscopic Sputum Smear Images. J. Medical Syst. 40 (1) (2016)
G. N. Girish, Abhishek R. Kothari, Jeny Rajan
Automated segmentation of intra-retinal cysts from optical coherence tomography scans using marker controlled watershed transform. EMBC (2016)
T. J. Narendra Rao, G. N. Girish, Jeny Rajan
An Improved Contextual Information Based Approach for Anomaly Detection via Adaptive Inference for Surveillance Application. CVIP (1) (2016)
Tadashi Araki, P. Krishna Kumar, Harman S. Suri, Nobutaka Ikeda, Ajay Gupta, Luca Saba, Jeny Rajan, Francesco Lavra, Aditya M. Sharma, Shoaib Shafique, Andrew Nicolaides, John R. Laird, Jasjit S. Suri
Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches. J. Medical Syst. 40 (7) (2016)
P. V. Sudeep, Palanisamy Ponnusamy, Chandrasekharan Kesavadas, Jeny Rajan
Nonlocal linear minimum mean square error methods for denoising MRI. Biomed. Signal Process. Control. 20 (2015)
R. Riji, Jeny Rajan, Jan Sijbers, Madhu S. Nair
Iterative bilateral filter for Rician noise reduction in MR images. Signal Image Video Process. 9 (7) (2015)
P. Krishna Kumar, P. Darshan, Sheethal Kumar, Rahul Ravindra, Jeny Rajan, Luca Saba, Jasjit S. Suri
Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework. Int. J. Imaging Syst. Technol. 25 (3) (2015)
Jeny Rajan, Arnold Jan den Dekker, Jan Sijbers
A new non-local maximum likelihood estimation method for Rician noise reduction in magnetic resonance images using the Kolmogorov-Smirnov test. Signal Process. 103 (2014)
P. V. Sudeep, Palanisamy Ponnusamy, Jeny Rajan
A Hybrid Model for Rician Noise Reduction in MRI. ADCONS (2013)
Jeny Rajan, Arnold Jan den Dekker, Jaber Juntu, Jan Sijbers
A New Nonlocal Maximum Likelihood Estimation Method for Denoising Magnetic Resonance Images. PReMI (2013)
Jeny Rajan, Johan Van Audekerke, Annemie van der Linden, Marleen Verhoye, Jan Sijbers
An adaptive non local maximum likelihood estimation method for denoising magnetic resonance images. ISBI (2012)
Jeny Rajan, Marleen Verhoye, Jan Sijbers
A maximum likelihood estimation method for denoising magnitude MRI using restricted local neighborhood. Medical Imaging: Image Processing (2011)
Zhenhua Mai, Jeny Rajan, Marleen Verhoye, Jan Sijbers
Robust edge-directed interpolation of magnetic resonance images. BMEI (2011)
Jeny Rajan, Dirk H. J. Poot, Jaber Juntu, Jan Sijbers
Segmentation Based Noise Variance Estimation from Background MRI Data. ICIAR (1) (2010)
Jeny Rajan, K. Kannan, Chandrasekharan Kesavadas, Bejoy Thomas
Focal Cortical Dysplasia (FCD) lesion analysis with complex diffusion approach. Comput. Medical Imaging Graph. 33 (7) (2009)
Jeny Rajan, K. Kannan, M. R. Kaimal
Smoothening and Sharpening Effects of Theta in Complex Diffusion for Image Processing. ICAPR (2009)
Jeny Rajan, Ben Jeurissen, Jan Sijbers, K. Kannan
Denoising Magnetic Resonance Images Using Fourth Order Complex Diffusion. IMVIP (2009)
Jeny Rajan, K. Kannan, M. R. Kaimal
An Improved Hybrid Model for Molecular Image Denoising. J. Math. Imaging Vis. 31 (1) (2008)
Jeny Rajan, M. R. Kaimal
Speckle Reduction in Images with WEAD and WECD. ICVGIP (2006)