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• Article

  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
  20 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

• 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
  74 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
  60 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
  60 Citations (SciVal)

• 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
  31 Citations (SciVal)

• 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
  247 Citations (SciVal)

• 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
  18 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
  31 Citations (SciVal)

• 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
  223 Citations (SciVal)

• 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
  182 Citations (SciVal)

• 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 Molecular Subtyping of Breast Carcinoma using Deep Learning Techniques

  Niyas, S., Bygari, R., Naik, R., Viswanath, B., Ugwekar, D., Mathew, T., Kavya, J., Kini, J. R. & Rajan, J., 2023, In: IEEE Journal of Translational Engineering in Health and Medicine. 11, p. 161-169

  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, In: IEEE Access. 10, p. 88152 - 88163

  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
  12 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 Access
  3 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
  27 Citations (SciVal)

• 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
  62 Citations (SciVal)

• 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
  22 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
  22 Citations (SciVal)

• 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
  182 Citations (SciVal)

• 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
  12 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
  51 Citations (SciVal)

• 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
  44 Citations (SciVal)

• 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 Access
  1 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 Access
  2 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

• 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

• 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
  76 Citations (SciVal)

• 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
  88 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., 03-2023, In: International Journal of Imaging Systems and Technology. 33, 2, p. 729-745 17 p.

  Research output: Contribution to journal › Article › peer-review

• 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., 11-2021, In: Applied Intelligence. 51, 11, p. 8484-8497

  Research output: Contribution to journal › Article › peer-review

  Open Access
  11 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
  24 Citations (Scopus)