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  AUTOMATED CLASSIFICATION OF DEPRESSION EEG SIGNALS USING WAVELET ENTROPIES AND ENERGIES

  Bairy, G. M., Niranjan, U. C. & Puthankattil, S. D., 01-05-2016, In: Journal of Mechanics in Medicine and Biology. 16, 3, 1650035.

  Research output: Contribution to journal › Article › peer-review
  10 Citations (Scopus)

• Automated classification of depression electroencephalographic signals using discrete cosine transform and nonlinear dynamics

  Muralidhar Bairy, G., Bhat, S., Eugene, L. W. J., Niranjan, U. C., Puthankattil, S. D. & Joseph, P. K., 01-01-2015, In: Journal of Medical Imaging and Health Informatics. 5, 3, p. 635-640 6 p.

  Research output: Contribution to journal › Article › peer-review
  15 Citations (Scopus)

• Automated classification of epileptic electroencephalogram signals using wavelet entropies and energies

  Bairy, G. M., Bhat, S. & Niranjan, U. C., 01-01-2014, In: Journal of Medical Imaging and Health Informatics. 4, 6, p. 868-873 6 p.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Automated classification of glaucoma stages using higher order cumulant features

  Noronha, K. P., Acharya, U. R., Nayak, K. P., Martis, R. J. & Bhandary, S. V., 2014, In: Biomedical Signal Processing and Control. 10, 1, p. 174-183 10 p.

  Research output: Contribution to journal › Article › peer-review
  108 Citations (Scopus)

• Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images

  Acharya, U. R., Sree, S. V., Muthu Rama Krishnan, M., Krishnananda, N., Ranjan, S., Umesh, P. & Suri, J. S., 01-12-2013, In: Computer Methods and Programs in Biomedicine. 112, 3, p. 624-632 9 p.

  Research output: Contribution to journal › Article › peer-review
  71 Citations (Scopus)

• Automated Decision Support System for Detection of Leukemia from Peripheral Blood Smear Images

  Hegde, R. B., Prasad, K., Hebbar, H., Singh, B. M. K. & Sandhya, I., 01-04-2020, In: Journal of Digital Imaging.

  Research output: Contribution to journal › Article › peer-review
  6 Citations (Scopus)

• Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features

  Acharya, U. R., Raghavendra, U., Koh, J. E. W., Meiburger, K. M., Ciaccio, E. J., Hagiwara, Y., Molinari, F., Leong, W. L., Vijayananthan, A., Yaakup, N. A., Fabell, M. K. B. M. & Yeong, C. H., 01-11-2018, In: Computer Methods and Programs in Biomedicine. 166, p. 91-98 8 p.

  Research output: Contribution to journal › Article › peer-review
  13 Citations (Scopus)

• Automated detection and screening of depression using continuous wavelet transform with electroencephalogram signals

  Raghavendra, U., Gudigar, A., Chakole, Y., Kasula, P., Subha, D. P., Kadri, N. A., Ciaccio, E. J. & Acharya, U. R., 2021, (Accepted/In press) In: Expert Systems.

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

• Automated detection of age-related macular degeneration using empirical mode decomposition

  Mookiah, M. R. K., Acharya, U. R., Fujita, H., Koh, J. E. W., Tan, J. H., Chua, C. K., Bhandary, S. V., Noronha, K., Laude, A. & Tong, L., 01-01-2015, In: Knowledge-Based Systems. 89, p. 654-668 15 p.

  Research output: Contribution to journal › Article › peer-review
  25 Citations (Scopus)

• Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images

  Gudigar, A., U, R., Samanth, J., Gangavarapu, M. R., Kudva, A., Paramasivam, G., Nayak, K., Tan, R. S., Molinari, F., Ciaccio, E. J. & Rajendra Acharya, U., 07-2021, In: Biomedical Signal Processing and Control. 68, 102733.

  Research output: Contribution to journal › Article › peer-review
  2 Citations (Scopus)

• Automated Detection of Covid-19 from Chest X-ray scans using an optimized CNN architecture

  Pathan, S., Siddalingaswamy, P. C. & Ali, T., 06-2021, In: Applied Soft Computing. 104, 107238.

  Research output: Contribution to journal › Article › peer-review
  12 Citations (Scopus)

• 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
  14 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
  14 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
  64 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
  16 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
  50 Citations (Scopus)

• 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
  48 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
  21 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
  229 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
  3 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
  12 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
  10 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
  18 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
  205 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
  151 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 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 Access
  2 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
  20 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
  49 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
  19 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
  11 Citations (Scopus)

• 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
  147 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
  4 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

• 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
  41 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
  35 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
  6 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 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 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
  19 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
  66 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
  84 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
  39 Citations (Scopus)