Research output per year
Research output per year
- 1 - 50 out of 53 results
Search results
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2024
Acute chest syndrome from sickle cell disease successfully supported with veno-venous extracorporeal membrane oxygenation
Grotberg, J. C., Sullivan, M., McDonald, R. K., Despotovic, V., Witt, C. A., Reynolds, D., Lee, J. S., Kotkar, K., Masood, M. F., Kraft, B. D. & Pawale, A., Jul 2024, In: Artificial Organs. 48, 7, p. 789-793Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Audio- and Video-Based Human Activity Recognition Systems in Healthcare
Cristina, S., Despotovic, V., Perez-Rodriguez, R. & Aleksic, S., 11 Jan 2024, In: IEEE Access. 12, p. 8230-8245Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
Digital Vocal Biomarker of Smoking Status Using Ecological Audio Recordings: Results from the Colive Voice Study
Ayadi, H., Elbéji, A., Despotovic, V. & Fagherazzi, G., 28 Aug 2024, In: Digital Biomarkers. p. 159-170 12 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Digital voice-based biomarker for monitoring respiratory quality of life: findings from the colive voice study
Despotovic, V., Elbéji, A., Fünfgeld, K., Pizzimenti, M., Ayadi, H., Nazarov, P. V. & Fagherazzi, G., Oct 2024, In: Biomedical Signal Processing and Control. 96, Part A, 106555.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
Despotovic, V., Kim, S. Y., Hau, A. C., Kakoichankava, A., Klamminger, G. G., Borgmann, F. B. K., Frauenknecht, K. B. M., Mittelbronn, M. & Nazarov, P. V., 15 Mar 2024, In: Heliyon. 10, 5, e27515.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Quantitative SARS-CoV-2 RT-PCR and Bronchoalveolar Cytokine Concentrations Redefine the COVID-19 Phenotypes in Critically Ill Patients
Vazquez Guillamet, M. C., Vazquez Guillamet, R., Rjob, A., Reynolds, D., Parikh, B., Despotovic, V., Byers, D. E., Ellebedy, A. H., Kollef, M. H. & Mudd, P. A., Jun 2024, In: Journal of Intensive Care Medicine. 39, 6, p. 525-533 9 p., 8850666231217707.Research output: Contribution to journal › Article › Research › peer-review
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2023
A multi-fidelity wind surface pressure assessment via machine learning: A high-rise building case
Glumac, A. Š., Jadhav, O., Despotović, V., Blocken, B. & Bordas, S. P. A., 15 Apr 2023, In: Building and Environment. 234, 110135.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus) -
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
Despotovic, V., Kim, S.-Y., Hau, A.-C., Kakoichankava, A., Klamminger, G. G., Borgmann, F. B. K., Frauenknecht, K. B. M., Mittelbronn, M. & Nazarov, P. V., 29 Sept 2023, (arXirV preprint).Research output: Working paper › Preprint
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Telemedicine Critical Care-Mediated Mortality Reductions in Lower-Performing Patient Diagnosis Groups: A Prospective, Before and After Study
Boyle, W. A., Palmer, C. M., Konzen, L., Fritz, B. A., White, J., Simkins, M., Dieffenderfer, B., Iqbal, A., Bertrand, J., Meyer, S., Kerby, P., Buckman, S., Despotovic, V., Kozlowski, J., Crimmins Reda, P., Zwir, I., Gu, C. C. & Ofoma, U. R., Oct 2023, In: Critical care explorations. 5, 10, e0979.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Use of Inhaled Epoprostenol in Patients With COVID-19 Receiving Humidified, High-Flow Nasal Oxygen Is Associated With Progressive Respiratory Failure
Michelson, A. P., Lyons, P. G., Nguyen, N. M., Reynolds, D., McDonald, R., McEvoy, C. A., Despotovic, V., Brody, S. L., Kollef, M. H. & Kraft, B. D., Dec 2023, In: CHEST critical care. 1, 3Research output: Contribution to journal › Article › Research › peer-review
Open Access -
2022
Audio-based Active and Assisted Living: A review of selected applications and future trends
Despotovic, V., Pocta, P. & Zgank, A., Oct 2022, In: Computers in Biology and Medicine. 149, 106027.Research output: Contribution to journal › Review article › peer-review
Open Access4 Citations (Scopus) -
A voice-based biomarker for monitoring symptom resolution in adults with COVID-19: Findings from the prospective Predi-COVID cohort study
Fagherazzi, G., Zhang, L., Elbéji, A., Higa, E., Despotovic, V., Ollert, M., Aguayo, G. A., Nazarov, P. V. & Fischer, A., 20 Oct 2022, In: PLOS digital health. 1, 10, e0000112.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
State of the Art of Audio- and Video-Based Solutions for AAL
Aleksic, S., Atanasov, M., Agius, J. C., Camilleri, K., Cartolovni, A., Climent-Peerez, P., Colantonio, S., Cristina, S., Despotovic, V., Ekenel, H. K., Erakin, E., Florez-Revuelta, F., Germanese, D., Grech, N., Sigurðardóttir, S. G., Emirzeoglu, M., Iliev, I., Jovanovic, M., Kampel, M. & Kearns, W. & 19 others, , 26 Jun 2022.Research output: Working paper › Preprint
Open AccessFile130 Downloads (Pure) -
Vocal biomarker predicts fatigue in people with COVID-19: results from the prospective Predi-COVID cohort study
Elbéji, A., Zhang, L., Higa, E., Fischer, A., Despotovic, V., Nazarov, P. V., Aguayo, G. & Fagherazzi, G., 22 Nov 2022, In: BMJ Open. 12, 11, e062463.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
2021
Algorithm based on 2-bit adaptive delta modulation and fractional linear prediction for Gaussian source coding
Peric, Z., Denic, B. & Despotovic, V., Aug 2021, In: IET Signal Processing. 15, 6, p. 410-423 14 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Construction cost estimation of reinforced and prestressed concrete bridges using machine learning
Kovacevic, M., Ivaniševic, N., Petronijevic, P. & Despotovic, V., 2021, Gradevinar, 73, 1, p. 1-13 13 p.Research output: Contribution to specialist publication › Article
Open Access24 Citations (Scopus) -
Design of a 2-bit neural network quantizer for laplacian source
Perić, Z., Savić, M., Simić, N., Denić, B. & Despotović, V., Aug 2021, In: Entropy. 23, 8, 933.Research output: Contribution to journal › Article › Research › peer-review
Open Access9 Citations (Scopus) -
Detection of COVID-19 from voice, cough and breathing patterns: Dataset and preliminary results
Despotovic, V., Ismael, M., Cornil, M., Call, R. M. & Fagherazzi, G., Nov 2021, In: Computers in Biology and Medicine. 138, p. 104944 104944.Research output: Contribution to journal › Article › Research › peer-review
Open Access43 Citations (Scopus) -
Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice
Fagherazzi, G., Fischer, A., Ismael, M. & Despotovic, V., 1 Jun 2021, In: Digital Biomarkers. 5, 1, p. 78-88 11 p.Research output: Contribution to journal › Review article › peer-review
Open Access80 Citations (Scopus) -
2020
Design and analysis of binary scalar quantizer of laplacian source with applications
Peric, Z., Denic, B., Savic, M. & Despotovic, V., Nov 2020, In: Information (Switzerland). 11, 11, p. 1-18 18 p., 501.Research output: Contribution to journal › Article › Research › peer-review
Open Access13 Citations (Scopus) -
Fractional Linear Prediction Toolbox for MATLAB
Despotovic, V. & Skovranek, T., 27 Oct 2020, Proceedings of the 2020 21st International Carpathian Control Conference, ICCC 2020. Petras, I. & Kacur, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 9257227. (Proceedings of the 2020 21st International Carpathian Control Conference, ICCC 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Gaussian source coding based on variance-mismatched three-level scalar quantisation using Q-function approximations
Peric, Z., Denic, B. & Despotovic, V., 3 Mar 2020, In: IET Communications. 14, 4, p. 594-602 9 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Gaussian Source Coding using a Simple Switched Quantization Algorithm and Variable Length Codewords
Peric, Z., Petkovic, G., Denic, B., Stanimirovic, A., Despotovic, V. & Stoimenov, L., 2020, In: Advances in Electrical and Computer Engineering. 20, 4, p. 11-18 8 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Speech Based Estimation of Parkinson's Disease Using Gaussian Processes and Automatic Relevance Determination
Despotovic, V., Skovranek, T. & Schommer, C., 11 Aug 2020, In: Neurocomputing. 401, p. 173-181 9 p.Research output: Contribution to journal › Article › Research › peer-review
50 Citations (Scopus) -
2019
An efficient two-digit adaptive delta modulation for Laplacian source coding
Peric, Z., Denic, B. & Despotovic, V., 3 Jul 2019, In: International Journal of Electronics. 106, 7, p. 1085-1100 16 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Audio signal processing using fractional linear prediction
Skovranek, T. & Despotovic, V., 1 Jul 2019, In: Mathematics. 7, 7, 580.Research output: Contribution to journal › Article › Research › peer-review
Open Access4 Citations (Scopus) -
Forward adaptive dual-mode quantizer based on the first-degree spline approximation and embedded G.711 codec
Peric, Z., Nikolic, J., Denic, B. & Despotovic, V., 1 Dec 2019, In: Radioengineering. 28, 4, p. 729-739 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Novel two-bit adaptive delta modulation algorithms
Peric, Z., Denic, B. & Despotovic, V., 2019, In: Informatica. 30, 1, p. 117-134 18 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
Optimal fractional linear prediction with restricted memory
Skovranek, T., Despotovic, V. & Peric, Z., May 2019, In: IEEE Signal Processing Letters. 26, 5, p. 760-764 5 p., 8676355.Research output: Contribution to journal › Article › Research › peer-review
11 Citations (Scopus) -
Signal prediction using fractional derivative models
Skovranek, T. & Despotovic, V., 1 Jan 2019, Applications in Engineering, Life and Social Sciences, Part B. de Gruyter, p. 179-205 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
2 Citations (Scopus) -
Simple speech transform coding scheme using forward adaptive quantization for discrete input signal
Perić, Z., Tančić, M., Simić, N. & Despotović, V., 2019, In: Information Technology and Control. 48, 3, p. 454-463 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Two-dimensional fractional linear prediction
Skovranek, T., Despotovic, V. & Peric, Z., Jul 2019, In: Computers and Electrical Engineering. 77, p. 37-46 10 p.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus) -
2018
Delta Modulation with Embeded G.711 Codec
Peric, Z., Denic, B., Despotovic, V. & Simic, N., 2018, 2018 26th Telecommunications Forum, TELFOR 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8611807. (2018 26th Telecommunications Forum, TELFOR 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dual-mode quasi-logarithmic quantizer with embedded G.711 codec
Denić, B., Perić, Z., Despotović, V., Vučić, N. & Petrović, P., 1 Jan 2018, In: Journal of Electrical Engineering. 69, 1, p. 46-51 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Forward adaptive Laplacian source coding based on restricted quantization
Denic, B., Peric, Z., Vucic, N. & Despotovic, V., 2018, In: Information Technology and Control. 47, 2, p. 209-219 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Machine learning techniques for semantic analysis of dysarthric speech: An experimental study
Despotovic, V., Walter, O. & Haeb-Umbach, R., May 2018, In: Speech Communication. 99, p. 242-251 10 p.Research output: Contribution to journal › Article › Research › peer-review
13 Citations (Scopus) -
Multilevel delta modulation with switched first-order prediction for wideband speech coding
Peric, Z., Denic, B. & Despotovic, V., 2018, In: Elektronika ir Elektrotechnika. 24, 1, p. 46-51 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access4 Citations (Scopus) -
One-parameter fractional linear prediction
Despotovic, V., Skovranek, T. & Peric, Z., Jul 2018, In: Computers and Electrical Engineering. 69, p. 158-170 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access13 Citations (Scopus) -
Three-level delta modulation with second- order prediction for Gaussian source coding
Peric, Z., Denic, B. & Despotovic, V., 1 Aug 2018, In: Advances in Electrical and Computer Engineering. 18, 3, p. 125-130 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
2017
Sentiment analysis of microblogs using multilayer feed-forward artificial neural networks
Despotovic, V. & Tanikic, D., 2017, In: Computing and Informatics. 36, 5, p. 1127-1142 16 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access7 Citations (Scopus) -
Three-level delta modulation for laplacian source coding
Denic, B., Peric, Z. & Despotovic, V., 2017, In: Advances in Electrical and Computer Engineering. 17, 1, p. 95-102 8 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access6 Citations (Scopus) -
2015
Semantic analysis of spoken input using Markov logic networks
Despotovic, V., Walter, O. & Haeb-Umbach, R., 2015, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2015-January, p. 1859-1863 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Citation (Scopus) -
2014
An evaluation of unsupervised acoustic model training for a dysarthric speech interface
Walter, O., Despotovic, V., Haeb-Umbach, R., Gemmeke, J. F., Ons, B. & Van Hamme, H., 2014, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 1013-1017 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access11 Citations (Scopus) -
2013
Design of nonlinear predictors for adaptive predictive coding of speech signals
Despotovic, V. & Peric, Z., 2013, 2013 21st Telecommunications Forum Telfor, TELFOR 2013 - Proceedings of Papers. p. 490-497 8 p. 6716274. (2013 21st Telecommunications Forum Telfor, TELFOR 2013 - Proceedings of Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
2012
Half a century of computing in the serbian copper mining and metallurgy industry
Milivojevic, D. R., Pavlov, M., Despotovic, V. & Tasic, V., 2012, In: IEEE Annals of the History of Computing. 34, 3, p. 34-43 10 p., 6143905.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus) -
Improved non-linear long-term predictors based on Volterra filters
Despotović, V., Görtz, N. & Perić, Z., 2012, Proceedings ELMAR-2012 - 54th International Symposium ELMAR-2012. p. 231-234 4 p. 6338513. (Proceedings Elmar - International Symposium Electronics in Marine).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
Low-order volterra long-term predictors
Despotovic, V., Görtz, N. & Peric, Z., 2012, Proceedings of 10th ITG Symposium on Speech Communication. Institute of Electrical and Electronics Engineers Inc., p. 27-30 4 p. 6309571. (Proceedings of 10th ITG Symposium on Speech Communication).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Nonlinear long-term prediction of speech based on truncated Volterra series
Despotovic, V., Goertz, N. & Peric, Z., 2012, In: IEEE Transactions on Audio, Speech and Language Processing. 20, 3, p. 1069-1073 5 p., 2169788.Research output: Contribution to journal › Article › Research › peer-review
17 Citations (Scopus) -
2011
ADPCM using a second-order switched predictor and adaptive quantizer
Despotovic, V. & Peric, Z., Aug 2011, In: Advances in Electrical and Computer Engineering. 11, 3, p. 61-64 4 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Switched adaptive quantiser for speech compression based on optimal companding and correlation
Despotovic, V., Peric, Z., Velimirovic, L. & Delic, V., Oct 2011, In: IET Signal Processing. 5, 7, p. 701-707 7 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus)