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Objective: The automatic discrimination between the coughing sounds produced by patients with tuberculosis (TB) and those produced by patients with other lung ailments.
Role of autonomic nervous system and the cough reflex in the increased responsiveness of airways in patients with obstructive airway disease, The Journal of Clinical Investigation
[] Simonsson, B., Jacobs, F. & Nadel, J. (1967) · 1967
Earlier work this paper cites.
Pattern Recognition: A statistical approach
[] Devijver, P. A. & Kittler, J. (1982) · 1982
Earlier work this paper cites.
Analysis of the cough sound: an overview, Pulmonary Pharmacology
[] Korpáš, J., Sadloňová, J. & Vrabec, M. (1996) · 1996
Earlier work this paper cites.
On the meaning and use of kurtosis., Psychological Methods
[] DeCarlo, L. T. (1997) · 1997
Earlier work this paper cites.
Face recognition: A convolutional neural-network approach, IEEE Transactions on Neural Networks
[] Lawrence, S., Giles, C. L., Tsoi, A. C. & Back, A. D. (1997) · 1997
Earlier work this paper cites.
Respiratory sounds: advances beyond the stethoscope, American Journal of Respiratory and Critical Care Medicine
[] Pasterkamp, H., Kraman, S. S. & Wodicka, G. R. (1997) · 1997
Earlier work this paper cites.
A high sensitivity polysilicon diaphragm condenser microphone, Proceedings MEMS 98. IEEE. Eleventh Annual International Workshop on Micro Electro Mechanical Systems. An Investigation of Micro Structures, Sensors, Actuators, Machines and Systems (Cat. No. 98CH36176
[] Hsu, P.-C., Mastrangelo, C. & Wise, K. (1998) · 1998
Earlier work this paper cites.
Comparing audio compression using wavelets with other audio compression schemes, Engineering Solutions for the Next Millennium. 1999 IEEE Canadian Conference on Electrical and Computer Engineering (Cat. No. 99TH8411)
[] Fgee, E.-B., Phillips, W. & Robertson, W. (1999) · 1999
Earlier work this paper cites.
Chronic cough and the cough reflex in common lung diseases, Pulmonary Pharmacology & Therapeutics
[] Higenbottam, T. (2002) · 2002
Earlier work this paper cites.
An interior point method with a primal-dual quadratic barrier penalty function for nonlinear optimization, SIAM Journal on Optimization
[] Yamashita, H. & Yabe, H. (2003) · 2003
Earlier work this paper cites.
Optimizing area under ROC curve with SVMs., 1st International Workshop on ROC Analysis in Artificial Intelligence (ROCAI)
[] Rakotomamonjy, A. (2004) · 2004
Earlier work this paper cites.
Using AUC and accuracy in evaluating learning algorithms, IEEE Transactions on knowledge and Data Engineering
[] Huang, J. & Ling, C. X. (2005) · 2005
Earlier work this paper cites.
Case–control and two-gate designs in diagnostic accuracy studies, Clinical Chemistry
[] Rutjes, A. W., Reitsma, J. B., Vandenbroucke, J. P., Glas, A. S. & Bossuyt, P. M. (2005) · 2005
Earlier work this paper cites.
Feasibility, acceptability, and cost of tuberculosis testing by whole-blood interferon-gamma assay, BMC Infectious Diseases
[] Dewan, P. K., Grinsdale, J., Liska, S., Wong, E., Fallstad, R. & Kawamura, L. M. (2006) · 2006
Earlier work this paper cites.
An introduction to ROC analysis, Pattern Recognition Letters
[] Fawcett, T. (2006) · 2006
Earlier work this paper cites.
An efficient MFCC extraction method in speech recognition, IEEE International Symposium on Circuits and Systems
[] Han, W., Chan, C.-F., Choy, C.-S. & Pun, K.-P. (2006) · 2006
Earlier work this paper cites.
Environmental sound classification using hybrid SVM/KNN classifier and MPEG-7 audio low-level descriptor, The 2006 IEEE International Joint Conference on Neural Network Proceedings
[] Wang, J.-C., Wang, J.-F., He, K. W. & Hsu, C.-S. (2006) · 2006
Earlier work this paper cites.
ELAN: a professional framework for multimodality research, 5th International Conference on Language Resources and Evaluation (LREC 2006)
[] Wittenburg, P., Brugman, H., Russel, A., Klassmann, A. & Sloetjes, H. (2006) · 2006
Earlier work this paper cites.
Chronic wet cough: protracted bronchitis, chronic suppurative lung disease and bronchiectasis, Pediatric Pulmonology
[] Chang, A., Redding, G. & Everard, M. (2008) · 2008
Earlier work this paper cites.
Prevalence, pathogenesis, and causes of chronic cough, The Lancet
[] Chung, K. F. & Pavord, I. D. (2008) · 2008
Earlier work this paper cites.
Wavelet analysis of voluntary cough sound in patients with respiratory diseases, Journal of Physiology and Pharmacology
[] Knocikova, J., Korpas, J., Vrabec, M. & Javorka, M. (2008) · 2008
Earlier work this paper cites.
Direct susceptibility testing for multi drug resistant tuberculosis: a meta-analysis, BMC Infectious Diseases
[] Bwanga, F., Hoffner, S., Haile, M. & Joloba, M. L. (2009) · 2009
Earlier work this paper cites.
Stochastic gradient descent training for l1-regularized log-linear models with cumulative penalty, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
[] Tsuruoka, Y., Tsujii, J. & Ananiadou, S. (2009) · 2009
Earlier work this paper cites.
Voiced/unvoiced decision for speech signals based on zero-crossing rate and energy, Advanced Techniques in Computing Sciences and Software Engineering
[] Bachu, R., Kopparthi, S., Adapa, B. & Barkana, B. D. (2010) · 2010
Cited alongside, same era.
Diagnostic tests: Testing for tuberculosis, Australian Prescriber
[] Konstantinos, A. (2010) · 2010
Cited alongside, same era.
Feature extraction for the differentiation of dry and wet cough sounds, IEEE International Symposium on Medical Measurements and Applications
[] Chatrzarrin, H., Arcelus, A., Goubran, R. & Knoefel, F. (2011) · 2011
Cited alongside, same era.
Telephone channel compensation in speaker verification using a polynomial approximation in the log-filter-bank energy domain, IEEE Transactions on Audio, Speech, and Language Processing
[] Garreton, C. & Yoma, N. B. (2011) · 2011
Cited alongside, same era.
Cough detection algorithm for monitoring patient recovery from pulmonary tuberculosis, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Tussiswatch: A smart-phone system to identify cough episodes as early symptoms of chronic obstructive pulmonary disease and congestive heart failure, IEEE Journal of Biomedical and Health Informatics
[] Windmon, A., Minakshi, M., Bharti, P., Chellappan, S., Johansson, M., Jenkins, B. A. & Athilingam, P. R. (2018) · 2018
Later among the works it cites.
Detecting Parkinson’s disease with sustained phonation and speech signals using machine learning techniques, Pattern Recognition Letters
[] Almeida, J. S., Rebouças Filho, P. P., Carneiro, T., Wei, W., Damaševičius, R., Maskeliūnas, R. & de Albuquerque, V. H. C. (2019) · 2019
Later among the works it cites.
Pre-processing and classification of cough sounds in noisy environment using SVM, 2019 4th International Conference on Information Systems and Computer Networks (ISCON)
[] Bhateja, V., Taquee, A. & Sharma, D. K. (2019) · 2019
Later among the works it cites.
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models, Journal of Clinical Epidemiology
[] Christodoulou, E., Ma, J., Collins, G. S., Steyerberg, E. W., Verbakel, J. Y. & Van Calster, B. (2019) · 2019
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[] Tracey, B. H., Comina, G., Larson, S., Bravard, M., López, J. W. & Gilman, R. H. (2011) · 2011
Cited alongside, same era.
A signal processing approach for the diagnosis of asthma from cough sounds, Journal of Medical Engineering & Technology
[] Al-khassaweneh, M. & Bani Abdelrahman, R. (2013) · 2013
Cited alongside, same era.
High priority target product profiles for new tuberculosis diagnostics: report of a consensus meeting, 28-29 april 2014, Geneva, Switzerland
[] WHO (2014) · 2014
Cited alongside, same era.
Multilayer graphene condenser microphone, 2D Materials
[] Todorović, D., Matković, A., Milićević, M., Jovanović, D., Gajić, R., Salom, I. & Spasenović, M. (2015) · 2015
Cited alongside, same era.
Tuberculosis in Cape Town: an age-structured transmission model, Epidemics
[] Blaser, N., Zahnd, C., Hermans, S., Salazar-Vizcaya, L., Estill, J., Morrow, C., Egger, M., Keiser, O. & Wood, R. (2016) · 2016
Cited alongside, same era.
Objective Cough Frequency, Airway Inflammation, and Disease Control in Asthma, Chest
[] Marsden, P. A., Satia, I., Ibrahim, B., Woodcock, A., Yates, L., Donnelly, I., Jolly, L., Thomson, N. C., Fowler, S. J. & Smith, J. A. (2016) · 2016
Cited alongside, same era.
A cough-based algorithm for automatic diagnosis of pertussis, PloS one
[] Pramono, R. X. A., Imtiaz, S. A. & Rodriguez-Villegas, E. (2016) · 2016
Cited alongside, same era.
Understanding of a convolutional neural network, 2017 International Conference on Engineering and Technology (ICET)
[] Albawi, S., Mohammed, T. A. & Al-Zawi, S. (2017) · 2017
Cited alongside, same era.
Later among the works it cites.
Parkinson’s disease classification based on vowel sound, Models and Analysis of Vocal Emissions for Biomedical Applications
[] Hemmerling, D. & Sztaho, D. (2019) · 2019
Later among the works it cites.
HIV prevalence and determinants of loss-to-follow-up in adolescents and young adults with tuberculosis in Cape Town, PLoS One
[] Mulongeni, P., Hermans, S., Caldwell, J., Bekker, L.-G., Wood, R. & Kaplan, R. (2019) · 2019
Later among the works it cites.
Guidance for Studies Evaluating the Accuracy of Tuberculosis Triage Tests, The Journal of Infectious Diseases
[] Nathavitharana, R. R., Yoon, C., Macpherson, P., Dowdy, D. W., Cattamanchi, A., Somoskovi, A., Broger, T., Ottenhoff, T. H. M., Arinaminpathy, N., Lonnroth, K., Reither, K., Cobelens, F., Gilpin, C., Denkinger, C. M. & Schumacher, S. G. (2019) · 2019
Later among the works it cites.
Automatic cough detection in acoustic signal using spectral features, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
[] Pramono, R. X. A., Imtiaz, S. A. & Rodriguez-Villegas, E. (2019) · 2019
Later among the works it cites.
Nocturnal cough and snore detection in noisy environments using smartphone-microphones, 2019 IEEE International Conference on Healthcare Informatics (ICHI)
[] Vhaduri, S., Van Kessel, T., Ko, B., Wood, D., Wang, S. & Brunschwiler, T. (2019) · 2019
Later among the works it cites.
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data, Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
[] Brown, C., Chauhan, J., Grammenos, A., Han, J., Hasthanasombat, A., Spathis, D., Xia, T., Cicuta, P. & Mascolo, C. (2020) · 2020
Later among the works it cites.
COVID-19 Detection System using Recurrent Neural Networks, 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)
[] Hassan, A., Shahin, I. & Alsabek, M. B. (2020) · 2020
Later among the works it cites.
Coding and Decoding Speech using a Biologically Inspired Coding System, 2020 IEEE Symposium Series on Computational Intelligence (SSCI)
[] Pahar, M. & Smith, L. S. (2020) · 2020
Later among the works it cites.
CoughGAN: Generating Synthetic Coughs that Improve Respiratory Disease Classification, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
[] Ramesh, V., Vatanparvar, K., Nemati, E., Nathan, V., Rahman, M. M. & Kuang, J. (2020) · 2020
Later among the works it cites.
Cough sound analysis and objective correlation with spirometry and clinical diagnosis, Informatics in Medicine Unlocked
[] Rudraraju, G., Palreddy, S., Mamidgi, B., Sripada, N. R., Sai, Y. P., Vodnala, N. K. & Haranath, S. P. (2020) · 2020
Later among the works it cites.
Coswara-A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis, Proceedings of Interspeech
[] Sharma, N., Krishnan, P., Kumar, R., Ramoji, S., Chetupalli, S. R., Nirmala, R., Ghosh, P. K. & Ganapathy, S. (2020) · 2020
Later among the works it cites.
Artificial intelligence empowers radiologists to differentiate pneumonia induced by COVID-19 versus influenza viruses, Acta Informatica Medica
[] Sotoudeh, H., Tabatabaei, M., Tasorian, B., Tavakol, K., Sotoudeh, E. & Moini, A. L. (2020) · 2020
Later among the works it cites.
GLI practical guide to TB laboratory strengthening
[] Global Health Initiative (2017) · 2021
Closest in time.
TB Statistics South Africa - National, Incidence, Provincial
[] Kanabus, A. (n.d.) · 2021
Closest in time.
Microbiologically confirmed tuberculosis 2004 -15
[] NICD (n.d.) · 2021
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Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
[] Pahar, M., Miranda, I., Diacon, A. & Niesler, T. (2021) · 2021
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Global Tuberculosis Report 2020
[] WHO (2020a) · 2021
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Tuberculosis; who is most at risk?
[] WHO (2020b) · 2021
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Signal-to-noise ratio, Scholarpedia
[] Johnson, D. H. (2006) · 2088
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