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Article
Automated detection of melanocytes related pigmented skin lesions: A clinical framework
Pathan, S., Gopalakrishna Prabhu, K. & Siddalingaswamy, P. C., 01-05-2019, In: Biomedical Signal Processing and Control. 51, p. 59-72 14 p.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
Automated detection of optic disc contours in fundus images using decision tree classifier
Pathan, S., Kumar, P., Pai, R. & Bhandary, S. V., 01-01-2020, In: Biocybernetics and Biomedical Engineering. 40, 1, p. 52-64 13 p.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
Automated detection of pathological and non-pathological myopia using retinal features and dynamic ensemble of classifiers
Pathan, S., Siddalingaswamy, P. C. & Dsouza, N., 2020, In: Telecommunications and Radio Engineering (English translation of Elektrosvyaz and Radiotekhnika). 79, 20, p. 1857-1867 11 p.Research output: Contribution to journal › Article › peer-review
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Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals
Acharya, U. R., Sudarshan, V. K., Rong, S. Q., Tan, Z., Lim, C. M., Koh, J. EW., Nayak, S. & Bhandary, S. V., 01-06-2017, In: Computers in Biology and Medicine. 85, p. 33-42 10 p.Research output: Contribution to journal › Article › peer-review
73 Citations (Scopus) -
Automated detection of retinal health using PHOG and SURF features extracted from fundus images
Koh, J. E. W., Ng, E. Y. K., Bhandary, S. V., Laude, A. & Acharya, U. R., 29-08-2018, In: Applied Intelligence. p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
23 Citations (Scopus) -
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index
Acharya, U. R., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K., Hagiwara, Y., Chua, C. K. & Laude, A., 01-05-2017, In: Computers in Biology and Medicine. 84, p. 59-68 10 p.Research output: Contribution to journal › Article › peer-review
59 Citations (Scopus) -
Automated Diagnosis and Assessment of Cardiac Structural Alteration in Hypertension Ultrasound Images
Raghavendra, U., En Wei, J. K., Gudigar, A., Shetty, A., Samanth, J., Paramasivam, G., Jagadish, S., Kadri, N. A., Karabatak, M., Yildirim, Ö., Arunkumar, N. & Ardakani, A. A., 2022, In: Contrast Media and Molecular Imaging. 2022, p. 5616939 5616939.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated diagnosis of autism: In search of a mathematical marker
Bhat, S., Acharya, U. R., Adeli, H., Bairy, G. M. & Adeli, A., 01-01-2014, In: Reviews in the Neurosciences. 25, 6, p. 851-861 11 p.Research output: Contribution to journal › Article › peer-review
58 Citations (Scopus) -
Automated diagnosis of depression electroencephalograph signals using linear prediction coding and higher order spectra features
Bairy, G. M., Lih, O. S., Hagiwara, Y., Puthankattil, S. D., Faust, O., Niranjan, U. C. & Acharya, U. R., 01-12-2017, In: Journal of Medical Imaging and Health Informatics. 7, 8, p. 1857-1862 6 p.Research output: Contribution to journal › Article › peer-review
29 Citations (Scopus) -
Automated diagnosis of glaucoma using digital fundus images
Nayak, J., Acharya U., R., Bhat, P. S., Shetty, N. & Lim, T. C., 01-10-2009, In: Journal of Medical Systems. 33, 5, p. 337-346 10 p.Research output: Contribution to journal › Article › peer-review
245 Citations (Scopus) -
Automated diagnosis of maculopathy stages using entropies and Hu's invariant moments
Noronha, K. & Nayak, K. P., 12-2013, In: Journal of Medical Imaging and Health Informatics. 3, 4, p. 494-501 8 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Automated fundus image quality assessment and segmentation of optic disc using convolutional neural networks
Bhatkalkar, B., Joshi, A., Prabhu, S. & Bhandary, S., 01-01-2020, In: International Journal of Electrical and Computer Engineering. 10, 1, p. 816-827 12 p.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
AUTOMATED GLAUCOMA DETECTION USING CENTER SLICE of HIGHER ORDER STATISTICS
Sharma, R., Sircar, P., Pachori, R. B., Bhandary, S. V. & Acharya, U. R., 01-02-2019, In: Journal of Mechanics in Medicine and Biology. 19, 1, 1940011.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus) -
Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques
Maheshwari, S., Kanhangad, V., Pachori, R. B., Bhandary, S. V. & Acharya, U. R., 01-02-2019, In: Computers in Biology and Medicine. 105, p. 72-80 9 p.Research output: Contribution to journal › Article › peer-review
28 Citations (Scopus) -
Automated identification of diabetic retinopathy stages using digital fundus images
Nayak, J., Bhat, P. S., Acharya U, R., Lim, C. M. & Kagathi, M., 01-04-2008, In: Journal of Medical Systems. 32, 2, p. 107-115 9 p.Research output: Contribution to journal › Article › peer-review
221 Citations (Scopus) -
Automated identification of epileptic and alcoholic EEG signals using recurrence quantification analysis
Ng, E. P., Lim, T. C., Chattopadhyay, S. & Bairy, M., 01-12-2012, In: Journal of Mechanics in Medicine and Biology. 12, 5, 1240028.Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
Acharya, U. R., Fujita, H., Oh, S. L., Raghavendra, U., Tan, J. H., Adam, M., Gertych, A. & Hagiwara, Y., 01-02-2018, In: Future Generation Computer Systems.Research output: Contribution to journal › Article › peer-review
177 Citations (Scopus) -
Automated Intracranial Hematoma Classification in Traumatic Brain Injury (TBI) Patients Using Meta-Heuristic Optimization Techniques
Vidhya, V., Raghavendra, U., Gudigar, A., Kasula, P., Chakole, Y., Hegde, A., Girish Menon, R., Ooi, C. P., Ciaccio, E. J. & Rajendra Acharya, U., 03-2022, In: Informatics. 9, 1, 4.Research output: Contribution to journal › Article › peer-review
Open Access -
AUTOMATED OPTIC DISC SEGMENTATION USING BASIS SPLINES-BASED ACTIVE CONTOUR
Gagan, J. H., Shirsat, H. S., Kamath, Y. S., Kuzhuppilly, N. I. R. & Harish Kumar, J. R., 2022, (Accepted/In press) In: IEEE Access. 10, p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques
Koh, J. E. W., Ng, E. Y. K., Bhandary, S. V., Hagiwara, Y., Laude, A. & Acharya, U. R., 01-01-2018, In: Computers in Biology and Medicine. 92, p. 204-209 6 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
Automated retraining of machine learning models
Kavikondala, A., Muppalla, V., Krishna Prakasha, K. & Acharya, V., 01-10-2019, In: International Journal of Innovative Technology and Exploring Engineering. 8, 12, p. 445-452 8 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images
Raghavendra, U., Acharya, U. R., Gudigar, A., Shetty, R., Krishnananda, N., Pai, U., Samanth, J. & Nayak, C., 01-10-2017, In: Neural Computing and Applications. 28, 10, p. 2869-2878 10 p.Research output: Contribution to journal › Article › peer-review
25 Citations (Scopus) -
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index
Acharya, U. R., Mookiah, M. R. K., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K., Fujita, H., Hagiwara, Y., Chua, C. K. & Laude, A., 01-08-2016, In: Computers in Biology and Medicine. 75, p. 54-62 9 p.Research output: Contribution to journal › Article › peer-review
60 Citations (Scopus) -
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features
Acharya, U. R., Hagiwara, Y., Koh, J. E. W., Tan, J. H., Bhandary, S. V., Rao, A. K. & Raghavendra, U., 01-05-2017, In: Journal of Computational Science. 20, p. 41-51 11 p.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Automated segmentation and classifcation of retinal features for glaucoma diagnosis
Pathan, S., Kumar, P., Pai, R. M. & Bhandary, S. V., 01-2021, In: Biomedical Signal Processing and Control. 63, 102244.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Automated Segmentation of Common Carotid Artery in Ultrasound Images
Gagan, J. H., Shirsat, H. S., Mathias, G. P., Mallya, B. V., Andrade, J., Rajagopal, K. V. & Kumar, J. R. H., 2022, In: IEEE Access. 10, p. 58419-58430 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network
Tan, J. H., Fujita, H., Sivaprasad, S., Bhandary, S. V., Rao, A. K., Chua, K. C. & Acharya, U. R., 01-12-2017, In: Information Sciences. 420, p. 66-76 11 p.Research output: Contribution to journal › Article › peer-review
176 Citations (Scopus) -
Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture
Tulsani, A., Kumar, P. & Pathan, S., 01-04-2021, In: Biocybernetics and Biomedical Engineering. 41, 2, p. 819-832 14 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
Automated sterile saline dispenser in lieu of an assistant for surgical bone cutting to remove impacted teeth
Uppal, N., 01-01-2008, In: Tropical Doctor. 38, 1, 1 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Automated system for the detection of thoracolumbar fractures using a CNN architecture
Raghavendra, U., Bhat, N. S., Gudigar, A. & Acharya, U. R., 01-08-2018, In: Future Generation Computer Systems. 85, p. 184-189 6 p.Research output: Contribution to journal › Article › peer-review
50 Citations (Scopus) -
Automated technique for coronary artery disease characterization and classification using DD-DTDWT in ultrasound images
Raghavendra, U., Fujita, H., Gudigar, A., Shetty, R., Nayak, K., Pai, U., Samanth, J. & Acharya, U. R., 01-02-2018, In: Biomedical Signal Processing and Control. 40, p. 324-334 11 p.Research output: Contribution to journal › Article › peer-review
42 Citations (Scopus) -
Automated User Authentication in Wireless Public Key Infrastructure for Mobile Devices Using Aadhar Card
Prakasha, K., Muniyal, B. & Acharya, V., 01-01-2019, In: IEEE Access. 7, p. 17981-18007 27 p., 8630929.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
Automatic analysis of normative retinal oximetry images
Kumar, J. R. H., Seelamantula, C. S., Mohan, A., Shetty, R., Berendschot, T. J. M. & Webers, C. A. B., 05-2020, In: PLoS One. 15, 5, e0231677.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Automatic and Adaptive Signal- And Background-ROIs with Analytic-Representation-Based Processing for Robust Webcam-Based Heart-Rate Estimation
John, J., Krishna, S. & Galigekere, R. R., 01-01-2020, In: IEEE Access. 8, p. 34728-34736 9 p., 8998210.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Automatic and Robust Estimation of Heart Rate in Zebrafish Larvae
Krishna, S., Chatti, K. & Galigekere, R. R., 12-07-2018, In: IEEE Transactions on Automation Science and Engineering.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Automatic detection and grading of severity level in exudative maculopathy
Siddalingaswamy, P. C., Prabhu, K. G. & Jain, V., 06-2011, In: Biomedical Engineering - Applications, Basis and Communications. 23, 3, p. 173-179 7 p.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Automatic detection of unbalanced sitting postures in wheelchairs using unlabeled sensor data
Kini, K. R., Harrou, F., Madakyaru, M., Kadri, F. & Sun, Y., 01-08-2022, In: IEEE Sensors Letters. 6, 8, p. 1-4 4 p., 6002704.Research output: Contribution to journal › Article › peer-review
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Automatic electronic cleansing in computed tomography colonography images using domain knowledge
Manjunath, K. N., Siddalingaswamy, P. C. & Prabhu, G. K., 2016, In: Asian Pacific Journal of Cancer Prevention. 16, 18, p. 8351-8358 8 p.Research output: Contribution to journal › Article › peer-review
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Automatic extraction of free-form surface features (FFSFs)
Gupta, R. K. & Gurumoorthy, B., 02-2012, In: CAD Computer Aided Design. 44, 2, p. 99-112 14 p.Research output: Contribution to journal › Article › peer-review
45 Citations (Scopus) -
Automatic extraction of vertebral endplates from scoliotic radiographs using customized filter
Anitha, H., Karunakar, A. K. & Dinesh, K. V. N., 2014, In: Biomedical Engineering Letters. 4, 2, p. 158-165 8 p.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Automatic Facial Expression Recognition Using DCNN
Mayya, V., Pai, R. M. & Manohara Pai, M. M., 2016, In: Procedia Computer Science. 93, p. 453-461 9 p.Research output: Contribution to journal › Article › peer-review
74 Citations (Scopus) -
Automatic generation of equilibrium and flexibility matrices for plate bending elements using integrated force method
Dhananjaya, H. R., Nagabhushanam, J. & Pandey, P. C., 10-11-2008, In: Structural Engineering and Mechanics. 30, 4, p. 387-402 16 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Automatic identification of cardiac health using modeling techniques: A comparative study
Acharya, U. R., Sankaranarayanan, M., Nayak, J., Xiang, C. & Tamura, T., 01-12-2008, In: Information Sciences. 178, 23, p. 4571-4582 12 p.Research output: Contribution to journal › Article › peer-review
87 Citations (Scopus) -
Automatic identification of diabetic maculopathy stages using fundus images
Nayak, J., Bhat, P. S. & Acharya, U. R., 01-02-2009, In: Journal of Medical Engineering and Technology. 33, 2, p. 119-129 11 p.Research output: Contribution to journal › Article › peer-review
42 Citations (Scopus) -
Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K-means clustering
Pattwakkar, V. N., Kamath, S., Kanabagatte Nanjundappa, M. & Kadavigere, R., 2022, (Accepted/In press) In: International Journal of Imaging Systems and Technology.Research output: Contribution to journal › Article › peer-review
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Automatic quantification of spinal curvature in scoliotic radiograph using image processing
Anitha, H. & Prabhu, G. K., 06-2012, In: Journal of Medical Systems. 36, 3, p. 1943-1951 9 p.Research output: Contribution to journal › Article › peer-review
39 Citations (Scopus) -
Automatic question-answer pairs generation and question similarity mechanism in question answering system
Aithal, S. G., Rao, A. B. & Singh, S., 2021, (Accepted/In press) In: Applied Intelligence.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (Scopus) -
Automatic segmentation of Phonocardiogram using the occurrence of the cardiac events
Shervegar, M. V. & Bhat, G. V., 01-01-2017, In: Informatics in Medicine Unlocked. 9, p. 6-10 5 p.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Automatic test data synthesis using UML sequence diagrams
Nayak, A. & Samanta, D., 01-03-2010, In: Journal of Object Technology. 9, 2, p. 75-104 30 p.Research output: Contribution to journal › Article › peer-review
30 Citations (Scopus) -
Automation of detection of cervical cancer using convolutional neural networks
Kudva, V., Prasad, K. & Guruvare, S., 01-01-2018, In: Critical Reviews in Biomedical Engineering. 46, 2, p. 135-145 11 p.Research output: Contribution to journal › Article › peer-review
23 Citations (Scopus)