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• Article

  Automated and Optimized Regression Model for UWB Antenna Design

  Pathan, S., Kumar, P., Ali, T. & Kumar, P., 04-2023, In: Journal of Sensor and Actuator Networks. 12, 2, 23.

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

  Open Access

• Automated blast cell detection for Acute Lymphoblastic Leukemia diagnosis

  Khandekar, R., Shastry, P., Jaishankar, S., Faust, O. & Sampathila, N., 07-2021, In: Biomedical Signal Processing and Control. 68, 102690.

  Research output: Contribution to journal › Article › peer-review
  29 Citations (SciVal)

• Automated categorization of multi-class brain abnormalities using decomposition techniques with MRI images: A comparative study

  Gudigar, A., Raghavendra, U., Ciaccio, E. J., Arunkumar, N., Abdulhay, E. & Acharya, U. R., 01-01-2019, In: IEEE Access. 7, p. 28498-28509 12 p., 8649639.

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

  Open Access
  42 Citations (Scopus)

• Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images

  Acharya, U. R., Raghavendra, U., Fujita, H., Hagiwara, Y., Koh, J. EW., Jen Hong, T., Sudarshan, V. K., Vijayananthan, A., Yeong, C. H., Gudigar, A. & Ng, K. H., 01-12-2016, In: Computers in Biology and Medicine. 79, p. 250-258 9 p.

  Research output: Contribution to journal › Article › peer-review
  86 Citations (SciVal)

• 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
  17 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
  19 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
  5 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
  123 Citations (SciVal)

• 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
  77 Citations (Scopus)

• Automated COVID-19 diagnosis and classification using convolutional neural network with fusion based feature extraction model

  Shankar, K., Mohanty, S. N., Yadav, K., Gopalakrishnan, T. & Elmisery, A. M., 2021, (Accepted/In press) In: Cognitive Neurodynamics.

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

  Open Access
  8 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
  15 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
  15 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
  1 Citation (Scopus)

• 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
  29 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
  3 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
  23 Citations (SciVal)

• 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
  24 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
  22 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
  1 Citation (Scopus)

• 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
  77 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
  26 Citations (Scopus)

• Automated detection of scaphoid fractures using deep neural networks in radiographs

  Singh, A., Ardakani, A. A., Loh, H. W., Anamika, P. V., Acharya, U. R., Kamath, S. & Bhat, A. K., 06-2023, In: Engineering Applications of Artificial Intelligence. 122, 106165.

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

• 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 (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
  250 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
  19 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
  35 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
  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 (SciVal)

• 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
  185 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
  13 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 (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
  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
  23 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
  1 Citation (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
  190 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
  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
  52 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
  45 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)