IR @ Goa University

Browsing by Author "Sequeira, M."

Browsing by Author "Sequeira, M."

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  • Backpropagation neural network-based machine learning model for prediction of blood urea and glucose in CKD patients 
    Parab, J.S.; Sequeira, M.; Lanjewar, M.; Pinto, C.; Naik, G.M. (IEEE Journal of Translational Engineering in Health and Medicine. 9; 2021; ArticleID_4900608.)
    Diabetes mellitus and its complication such as heart disease, stroke, kidney failure, etc. is a serious concern all over the world. Hence, monitoring some important blood parameters non-invasively is of utmost importance, ...
  • CNN with machine learning approaches using ExtraTreesClassifier and MRMR feature selection techniques to detect liver diseases on cloud 
    Lanjewar, M.; Parab, J.S.; Shaikh, A.Y.; Sequeira, M. (Cluster Computing. 26(6); 2022; 3657-3672.)
    Liver disease is a significant global burden on health, with about a few hundred million people suffering from chronic liver disease (CLD), with approximately 2 million deaths each year. Liver diseases are tough to identify ...
  • Development of Altera NIOS II soft-core system to predict total Hemoglobin using multivariate analysis 
    Pinto, C.F.; Parab, J.S.; Sequeira, M.; Naik, G.M. (Journal of Physics: Conference Series. 1921; 2021; ArticleID_012039.)
    In Today's world, Hemoglobin is measured using an invasive method. This method leads to delayed diagnosis, painful experiences for patients, and a lot of biomedical waste. To overcome these problems, an Altera NIOS II ...
  • Estimation of glucose using fixed wavelength NIR light sources 
    Sequeira, M.; Parab, J.S.; Gad, R.S.; Naik, G.M. (Journal of Advanced Research in Dynamical and Control Systems. 10(3-Spl. issue); 2018; 119-126.)
    In recent times a lot of effort is put in finding new methods to prevent, diagnose and treat various diseases. This has directly translated to man living a happy and long life. A large portion of the society suffers from ...
  • Fixed wavelength light source estimation of glucose 
    Sequeira, M.; Naik, G.M. (Proc. Nat. Conf. Science Education & Research, Basaweswara College, Bangalore, 29-30 Jan 2016. 2016; 21-23.)
    The author proposes a design a soft core FPGA based hardware to estimate the glucose level in human blood. The instrumentation uses fixed wavelength NIR light sources to probe glucose which has good spectral signatures in ...
  • FoG and Cloud Computing with Jetson Nano (Chapter 5) 
    Parab, J.S.; Lanjewar, M.; Sequeira, M.; Naik, G.M.; Shaikh, A.Y. (Python Programming Recipes for IoT Applications, Part of the Transactions on Computer Systems and Networks book series (TCSN). 2023; 123-166.)
    FoG and cloud paradigms are helping the IoT devices to offload the computing in order to reduce power consumption and increase battery life. The Jetson Nano SBC is an exciting platform which can act as a FoG node and as ...
  • Glucose signal estimation using high performance ADC and lightprobes 
    Sequeira, M.; Parab, J.S.; Gad, R.S.; Naik, G.M. (International Journal of Researches in Biosciences, Agriculture and Technology . 5(3); 2017; 162-165.)
    A need is felt in recent times to depart from invasive methods of glucose estimation and to adopt noninvasive approaches which are basically harmless in nature. These techniques are more attractive as they surpass the ...
  • Improving hemoglobin estimation accuracy through standardizing of light-emitting diode power 
    Pinto, C.F.; Parab, J.S.; Sequeira, M.; Naik, G.M. (International Journal of Electrical and Computer Engineering. 12(1); 2022; 219-228.)
    Nowadays, hemoglobin monitoring is essential during surgeries, blood donations, and dialysis. Which are normally done using invasive methods. To monitor hemoglobin, a non-invasive hemoglobin meter was developed with five ...
  • Near infrared LEDs based estimation of Glucose 
    Sequeira, M.; Vernekar, S.R.; Naik, G.M. (Journal For Basic Sciences. 23(3); 2023; 854-860.)
    As all of us are aware that diabetes is a major cause of concern among affluent families, there is a need for an effective, non-invasive and portable method for glucose monitoring. The article describes a glucose sensing ...
  • Non-invasive estimation of glucose using fixed wavelength visible light sources 
    Sequeira, M.; Naik, G.M. (10. Nat. Symp. VLSI and Embedded System, 27-28 Apr 2017. Goa College of Engineering, Farmagudi, Goa. 2017; 3pp.)
    In view of aiding the frequent monitoring of glucose for people leaving diabetes we need to develop methods which are cheap, portable and less intimidating to the patient as compared to the traditional methods. We propose ...
  • Python Programming Recipes for IoT Applications 
    Parab, J.S.; Lanjewar, M.; Sequeira, M.; Naik, G.M.; Shaikh, A.Y. (Springer Nature. 2023; 192pp.)
  • Sign Language Recognition using sEMG and IMU 
    Sequeira, M.; Naik, G.M.; Parab, J.S.; Gad, R.S. (10. Nat. Symp. VLSI and Embedded System, 27-28 Apr 2017. Goa College of Engineering, Farmagudi, Goa. 2017; 4pp.)
    The voiceless community of our society use sign language to communicate their views to the general public. Sign Language is basically making gestures by combining arm and hand movement along various orientations with facial ...
  • Smart Glove 
    Sequeira, M.; Gaude, S.; Vishal, S.; Naik, G.M. (8 Ann. Nat. Symp. on VLSI and Embedded System, 8 Mar 2014. PCC, Verna, Goa. 2014; 95-101.)