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1

GPU implementation of non-local maximum likelihood estimation method for denoising magnetic resonance images

Upadhya, Adithya H. K., Talawar, Basavaraj, Rajan, Jeny

Journal:

Journal of Real-Time Image Processing

Year:

2017

Language:

english

File:

PDF, 2.08 MB

english, 2017

2

Speckle reduction in medical ultrasound images using an unbiased non-local means method

Sudeep, P.V., Palanisamy, P., Rajan, Jeny, Baradaran, Hediyeh, Saba, Luca, Gupta, Ajay, Suri, Jasjit S.

Journal:

Biomedical Signal Processing and Control

Year:

2016

Language:

english

File:

PDF, 3.58 MB

english, 2016

3

[IEEE TENCON 2018 - 2018 IEEE Region 10 Conference - Jeju, Korea (South) (2018.10.28-2018.10.31)] TENCON 2018 - 2018 IEEE Region 10 Conference - Reconstruction of Edges from Fan-Beam Projections

Narasimhadhan, A V, Sharma, Aman, Koolagudi, Shashidhar G., Naganjaneyulu, G V S S K R, Avinash, Sure, Peddireddy, Vinay, Kishan, N Bal, Rajan, Jeny

Year:

2018

Language:

english

File:

PDF, 511 KB

english, 2018

4

Automatic detection and localization of Focal Cortical Dysplasia lesions in MRI using fully convolutional neural network

Bijay Dev, K.M., Jogi, Pawan S., Niyas, S., Vinayagamani, S., Kesavadas, Chandrasekharan, Rajan, Jeny

Journal:

Biomedical Signal Processing and Control

Year:

2019

File:

PDF, 2.19 MB

2019

5

Multi-Res-Attention UNet : A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images

Thomas, Edwin, Pawan, S .J, Kumar, Shushant, Horo, Anmol, Niyas, S, Vinayagamani, S, Kesavadas, Chandrasekharan, Rajan, Jeny

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2020

File:

PDF, 1.89 MB

2020

6

Recent Advancements in Retinal Vessel Segmentation

L Srinidhi, Chetan, Aparna, P, Rajan, Jeny

Journal:

Journal of Medical Systems

Year:

2017

Language:

english

File:

PDF, 11.71 MB

english, 2017

7

Magnetic resonance image denoising using nonlocal maximum likelihood paradigm in DCT-framework

Kumar, P. Krishna, Darshan, P., Kumar, Sheethal, Ravindra, Rahul, Rajan, Jeny, Saba, Luca, Suri, Jasjit S.

Journal:

International Journal of Imaging Systems and Technology

Year:

2015

Language:

english

File:

PDF, 726 KB

english, 2015

8

Automated Method for Retinal Artery/Vein Separation via Graph Search Metaheuristic Approach

Srinidhi, Chetan L, P, Aparna, Rajan, Jeny

Journal:

IEEE Transactions on Image Processing

Year:

2019

Language:

english

File:

PDF, 28.94 MB

english, 2019

9

Ultrasound-Based Automated Carotid Lumen Diameter/Stenosis Measurement and its Validation System

Araki, Tadashi, Kumar, Asheed M., Krishna Kumar, P., Gupta, Ajay, Saba, Luca, Rajan, Jeny, Lavra, Francesco, Sharma, Aditya M., Shafique, Shoaib, Nicolaides, Andrew, Laird, John R., Suri, Jasjit S.

Journal:

Journal for Vascular Ultrasound

Year:

2016

Language:

english

File:

PDF, 3.68 MB

english, 2016

10

A nonlocal maximum likelihood estimation method for enhancing magnetic resonance phase maps

Sudeep, P. V., Palanisamy, P., Kesavadas, Chandrasekharan, Sijbers, Jan, den Dekker, Arnold J., Rajan, Jeny

Journal:

Signal, Image and Video Processing

Year:

2017

Language:

english

File:

PDF, 1.41 MB

english, 2017

11

Single Image Super Resolution from Compressive Samples Using Two Level Sparsity Based Reconstruction

Nath, Aneesh G., Nair, Madhu S., Rajan, Jeny

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 767 KB

english, 2015

12

Automatic detection of tuberculosis bacilli from microscopic sputum smear images using deep learning methods

Panicker, Rani Oomman, Kalmady, Kaushik S., Rajan, Jeny, Sabu, M.K.

Journal:

Biocybernetics and Biomedical Engineering

Year:

2018

Language:

english

File:

PDF, 2.98 MB

english, 2018

13

Carotid inter-adventitial diameter is more strongly related to plaque score than lumen diameter: An automated tool for stroke analysis

Saba, Luca, Araki, Tadashi, Krishna Kumar, P, Rajan, Jeny, Lavra, Francesco, Ikeda, Nobutaka, Sharma, Aditya M., Shafique, Shoaib, Nicolaides, Andrew, Laird, John R., Gupta, Ajay, Suri, Jasjit S.

Journal:

Journal of Clinical Ultrasound

Year:

2016

Language:

english

File:

PDF, 656 KB

english, 2016

14

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Automated segmentation of intra-retinal cysts from optical coherence tomography scans using marker controlled watershed transform

Girish, G N, Kothari, Abhishek R., Rajan, Jeny

Year:

2016

Language:

english

File:

PDF, 1009 KB

english, 2016

15

State-of-the-Art Review on Automated Lumen and Adventitial Border Delineation and its Measurements in Carotid Ultrasound

Kumar, P Krishna, Araki, Tadashi, Rajan, Jeny, Laird, John R, Nicolaides, Andrew, Suri, Jasjit S.

Journal:

Computer Methods and Programs in Biomedicine

Year:

2018

Language:

english

File:

PDF, 1.63 MB

english, 2018

16

Stack generalized deep ensemble learning for retinal layer segmentation in Optical Coherence Tomography images

Anoop, B.N., Pavan, Rakesh, Girish, G.N., Kothari, Abhishek R, Rajan, Jeny

Journal:

Biocybernetics and Biomedical Engineering

Year:

2020

File:

PDF, 3.58 MB

2020

17

Machine learning study of several classifiers trained with texture analysis features to differentiate benign from malignant soft-tissue tumors in T1-MRI images

Jaber Juntu, Jan Sijbers, Steve De Backer, Jeny Rajan, Dirk Van Dyck

Journal:

Journal of Magnetic Resonance Imaging

Year:

2010

Language:

english

File:

PDF, 301 KB

english, 2010

18

[IEEE 2016 IEEE Annual India Conference (INDICON) - Bangalore, India (2016.12.16-2016.12.18)] 2016 IEEE Annual India Conference (INDICON) - A semi-automatic method for carotid artery wall segmentation in MR images

Kumar, P Krishna, Kesavadas, Chandrasekharan, Rajan, Jeny

Year:

2016

Language:

english

File:

PDF, 285 KB

english, 2016

19

Nonlocal linear minimum mean square error methods for denoising MRI

Sudeep, P.V., Palanisamy, P., Kesavadas, Chandrasekharan, Rajan, Jeny

Journal:

Biomedical Signal Processing and Control

Year:

2015

Language:

english

File:

PDF, 2.58 MB

english, 2015

20

[IEEE 2009 13th International Machine Vision and Image Processing Conference - Dublin, Ireland (2009.09.2-2009.09.4)] 2009 13th International Machine Vision and Image Processing Conference - Denoising Magnetic Resonance Images Using Fourth Order Complex Diffusion

Rajan, Jeny, Jeurissen, Ben, Sijbers, Jan, Kannan, K.

Year:

2009

Language:

english

File:

PDF, 432 KB

english, 2009

21

Robust edge-directed interpolation of magnetic resonance images

Mai, Zhenhua, Rajan, Jeny, Verhoye, Marleen, Sijbers, Jan

Journal:

Physics in Medicine and Biology

Year:

2011

Language:

english

File:

PDF, 1.35 MB

english, 2011

22

Focal Cortical Dysplasia (FCD) lesion analysis with complex diffusion approach

Jeny Rajan, K. Kannan, C. Kesavadas, Bejoy Thomas

Journal:

Computerized Medical Imaging and Graphics

Year:

2009

Language:

english

File:

PDF, 1.13 MB

english, 2009

23

Comprehensive framework for accurate diffusion MRI parameter estimation

Veraart, Jelle, Rajan, Jeny, Peeters, Ronald R., Leemans, Alexander, Sunaert, Stefan, Sijbers, Jan

Journal:

Magnetic Resonance in Medicine

Year:

2013

Language:

english

File:

PDF, 16.33 MB

english, 2013

24

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - An adaptive non local maximum likelihood estimation method for denoising magnetic resonance images

Rajan, Jeny, Van Audekerke, Johan, Van der Linden, Annemie, Verhoye, Marleen, Sijbers, Jan

Year:

2012

Language:

english

File:

PDF, 325 KB

english, 2012

25

A Review on Carotid Ultrasound Atherosclerotic Tissue Characterization and Stroke Risk Stratification in Machine Learning Framework

Sharma, Aditya M., Gupta, Ajay, Kumar, P. Krishna, Rajan, Jeny, Saba, Luca, Nobutaka, Ikeda, Laird, John R., Nicolades, Andrew, Suri, Jasjit S.

Journal:

Current Atherosclerosis Reports

Year:

2015

Language:

english

File:

PDF, 5.54 MB

english, 2015

26

Two Automated Techniques for Carotid Lumen Diameter Measurement: Regional versus Boundary Approaches

Araki, Tadashi, Kumar, P. Krishna, Suri, Harman S., Ikeda, Nobutaka, Gupta, Ajay, Saba, Luca, Rajan, Jeny, Lavra, Francesco, Sharma, Aditya M., Shafique, Shoaib, Nicolaides, Andrew, Laird, John R., Su

Journal:

Journal of Medical Systems

Year:

2016

Language:

english

File:

PDF, 3.05 MB

english, 2016

27

[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Deep Learning Based Sub-Retinal Fluid Segmentation in Central Serous Chorioretinopathy Optical Coherence Tomography Scans

Narendra Rao, T J, Girish, G N, Kothari, Abhishek R., Rajan, Jeny

Year:

2019

File:

PDF, 1.84 MB

2019

28

Maximum likelihood estimation-based denoising of magnetic resonance images using restricted local neighborhoods

Rajan, Jeny, Jeurissen, Ben, Verhoye, Marleen, Van Audekerke, Johan, Sijbers, Jan

Journal:

Physics in Medicine and Biology

Year:

2011

Language:

english

File:

PDF, 915 KB

english, 2011

29

A new non-local maximum likelihood estimation method for Rician noise reduction in magnetic resonance images using the Kolmogorov–Smirnov test

Rajan, Jeny, den Dekker, Arnold J., Sijbers, Jan

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 1.73 MB

english, 2014

30

[IEEE 2009 Seventh International Conference on Advances in Pattern Recognition (ICAPR) - Kolkata, West Bengal, India (2009.02.4-2009.02.6)] 2009 Seventh International Conference on Advances in Pattern Recognition - Smoothening and Sharpening Effects of Theta in Complex Diffusion for Image Processing

Rajan, Jeny, Kannan, K., Kaimal, M.R.

Year:

2009

Language:

english

File:

PDF, 1.96 MB

english, 2009

31

A benchmark study of automated intra-retinal cyst segmentation algorithms using optical coherence tomography B-scans

Girish, GN, Anima, VA, Kothari, Abhishek R, Sudeep, PV, Roychowdhury, Sohini, Rajan, Jeny

Journal:

Computer Methods and Programs in Biomedicine

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

32

Enhancement and Bias Removal of Optical Coherence Tomography Images: an Iterative Approach with Adaptive Bilateral Filtering

Sudeep, PV, Niwas, S Issac, Palanisamy, P, Rajan, Jeny, Xiaojun, Y., Wang, X., Luo, Y., Liu, L.

Journal:

Computers in Biology and Medicine

Year:

2016

Language:

english

File:

PDF, 2.78 MB

english, 2016

33

[IEEE 2016 IEEE Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) - Mangalore, India (2016.8.13-2016.8.14)] 2016 IEEE Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) - A comparative study of different auto-focus methods for mycobacterium tuberculosis detection from brightfield microscopic images

Saini, Gagan, Panicker, Rani Oomman, Soman, Biju, Rajan, Jeny

Year:

2016

Language:

english

File:

PDF, 3.87 MB

english, 2016

34

A computationally efficient non-local maximum likelihood estimation approach for Rician noise reduction in MRI

Sujin Surendran, S., Rajan, Jeny, Nair, Madhu S.

Journal:

CSI Transactions on ICT

Year:

2017

Language:

english

File:

PDF, 2.30 MB

english, 2017

35

Segmentation of intima media complex from carotid ultrasound images using wind driven optimization technique

Nagaraj, Y., Madipalli, Pardhu, Rajan, Jeny, Kumar, P. Krishna, Narasimhadhan, A.V.

Journal:

Biomedical Signal Processing and Control

Year:

2017

Language:

english

File:

PDF, 2.31 MB

english, 2017

36

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Image Processing - A maximum likelihood estimation method for denoising magnitude MRI using restricted local neighborhood

Rajan, Jeny, Dawant, Benoit M., Haynor, David R., Verhoye, Marleen, Sijbers, Jan

Year:

2011

Language:

english

File:

PDF, 329 KB

english, 2011

37

An improved nonlocal maximum likelihood estimation method for denoising magnetic resonance images with spatially varying noise levels

Sudeep, P.V., Palanisamy, P., Kesavadas, Chandrasekharan, Rajan, Jeny

Journal:

Pattern Recognition Letters

Year:

2018

Language:

english

File:

PDF, 1.79 MB

english, 2018

38

[IEEE 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI) - Shanghai, China (2011.10.15-2011.10.17)] 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI) - Robust edge-directed interpolation of magnetic resonance images

Mai, Zhenhua, Rajan, Jeny, Verhoye, Marleen, Sijbers, Jan

Year:

2011

Language:

english

File:

PDF, 558 KB

english, 2011

39

[IEEE 2016 IEEE Students’ Technology Symposium (TechSym) - Kharagpur, West Bengal, India (2016.9.30-2016.10.2)] 2016 IEEE Students’ Technology Symposium (TechSym) - Study of malignancy associated changes in sputum images as an indicator of lung cancer

Sudheesh, Remya K, Rajan, Jeny, Veena, V S, Sujathan, K

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

40

[IEEE 2016 International Conference on Signal Processing and Communications (SPCOM) - Bangalore, India (2016.6.12-2016.6.15)] 2016 International Conference on Signal Processing and Communications (SPCOM) - Fourth order PDE based ultrasound despeckling using ENI classification

Soorajkumar, R, Kumar, P Krishna, Girish, D, Rajan, Jeny

Year:

2016

Language:

english

File:

PDF, 431 KB

english, 2016

41

Segmentation of Intra-Retinal Cysts from Optical Coherence Tomography Images using a Fully Convolutional Neural Network Model

Girish, G N., Thakur, Bibhash, Chowdhury, Sohini Roy, Kothari, Abhishek R., Rajan, Jeny

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2018

Language:

english

File:

PDF, 990 KB

english, 2018

42

[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Depthwise Separable Convolutional Neural Network Model for Intra-Retinal Cyst Segmentation

Girish, G.N., Saikumar, Banoth, Roychowdhury, Sohini, Kothari, Abhishek R., Rajan, Jeny

Year:

2019

File:

PDF, 1.79 MB

2019

43

An Improved Hybrid Model for Molecular Image Denoising

Jeny Rajan, K. Kannan, M. R. Kaimal

Journal:

Journal of Mathematical Imaging and Vision

Year:

2008

Language:

english

File:

PDF, 569 KB

english, 2008

44

Nonlocal maximum likelihood estimation method for denoising multiple-coil magnetic resonance images

Jeny Rajan, Jelle Veraart, Johan Van Audekerke, Marleen Verhoye, Jan Sijbers

Journal:

Magnetic Resonance Imaging

Year:

2012

Language:

english

File:

PDF, 1.10 MB

english, 2012

45

[IEEE 2013 2nd International Conference on Advanced Computing, Networking and Security (ADCONS) - Mangalore (2013.12.15-2013.12.17)] 2013 2nd International Conference on Advanced Computing, Networking and Security - A Hybrid Model for Rician Noise Reduction in MRI

Sudeep, P. V., Palanisamy, P., Rajan, Jeny

Year:

2013

File:

PDF, 4.79 MB

2013

46

Noise measurement from magnitude MRI using local estimates of variance and skewness

Rajan, Jeny, Poot, Dirk, Juntu, Jaber, Sijbers, Jan

Journal:

Physics in Medicine and Biology

Year:

2010

Language:

english

File:

PDF, 279 KB

english, 2010

47

Iterative bilateral filter for Rician noise reduction in MR images

Riji, R., Rajan, Jeny, Sijbers, Jan, Nair, Madhu S.

Journal:

Signal, Image and Video Processing

Year:

2015

Language:

english

File:

PDF, 475 KB

english, 2015

48

Noise measurement from magnitude MRI using local estimates of variance and skewness

Rajan, Jeny, Poot, Dirk, Junta, Jaber, Sijbers, Jan

Journal:

Physics in Medicine and Biology

Year:

2010

Language:

english

File:

PDF, 25 KB

english, 2010

49

A Review of Automatic Methods Based on Image Processing Techniques for Tuberculosis Detection from Microscopic Sputum Smear Images

Panicker, Rani Oomman, Soman, Biju, Saini, Gagan, Rajan, Jeny

Journal:

Journal of Medical Systems

Year:

2016

Language:

english

File:

PDF, 1.49 MB

english, 2016

50

Coupled PDE for Ultrasound Despeckling Using ENI Classification

Soorajkumar, R., Krishnakumar, P., Girish, D., Rajan, Jeny

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 472 KB

english, 2016

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