GiBiome

Research output

Research output per year 1997 2020 2021 2023

• 479 Citations
• 10 h-index
• 45 Article
• 29 Conference contribution
• 11 Chapter (peer-reviewed)
• 10 Chapter
• 33 More
  • 6 Paper
  • 5 Book
  • 5 Conference article
  • 4 Working paper
  • 3 Poster
  • 3 Review article
  • 3 Other contribution
  • 1 Other report
  • 1 Abstract
  • 1 Editorial
  • 1 Industrial Design

Research output per year

Research output per year

Search results

• 2022

  Bioactivity Predictors for the Inhibition of Staphylococcus Aureus Quinolone Resistance Protein

  Campos, M. S. R., López, D. A. G., Rivera, J. A. C., Rodriguez, D. C., Perdomo, O. J. & Orjuela-Cañon, A. D., 2022, Applied Computer Sciences in Engineering - 9th Workshop on Engineering Applications, WEA 2022, Proceedings. Figueroa-García, J. C., Franco, C., Díaz-Gutierrez, Y. & Hernández-Pérez, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 31-40 10 p. (Communications in Computer and Information Science; vol. 1685 CCIS).

  Research output: Chapter in Book/Report › Conference contribution

  • Staphylococcus aureus 100%
  • Antibiotics 91%
  • Bioactivity 84%
  • Resistance 66%
  • Protein 65%
  1 Scopus citations
• 2021

  Automated Machine Learning Strategies to Damage Identification of Neurofibromatosis Mutations

  Orjuela-Canon, A. D., Figueroa-Garcia, J. C. & Neruda, R., Jan 25 2021, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1341-1344 4 p. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

  Research output: Chapter in Book/Report › Conference contribution

  • Neurofibromatoses 100%
  • Machine Learning 88%
  • Machine learning 57%
  • Proteins 47%
  • Mutation 43%
  2 Scopus citations

• Brain and heart physiological networks analysis employing neural networks granger causality

  Jaimes-Albarracin, A. D., Orjuela-Canon, A. D., Jutinico, A. L., Bazurto, M. A. & Duenas, E., May 4 2021, 2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021. IEEE Computer Society, p. 469-472 4 p. 9441375. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2021-May).

  Research output: Chapter in Book/Report › Conference contribution

  • Electric network analysis 100%
  • Brain 81%
  • Neural networks 59%
  • Pediatrics 33%
  • Nonlinear analysis 27%
  1 Scopus citations

• Characterization and Classification Algorithm for Mammography Images by means of the BIRADS Assessment Categories

  Marquez-Sosa, M. M., Orjuela-Canon, A. D., Lopez, J. M. L. & Cancino, S. L., Nov 2021, 2021 IEEE URUCON, URUCON 2021. 2021 ed. Institute of Electrical and Electronics Engineers Inc., p. 237-241 5 p. (2021 IEEE URUCON, URUCON 2021).

  Research output: Chapter in Book/Report › Conference contribution

  • Mammography 100%
  • Imaging techniques 59%
  • Multilayer neural networks 39%
  • Image segmentation 36%
  • Muscle 36%
  1 Scopus citations

• Preliminary Text Analysis from Medical Records for TB Diagnosis Support

  Romero Gomez, A. F., Orjuela-Canon, A. D., Jutinico, A. L., Awad, C., Vergara, E. & Palencia, A., Nov 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. 2021 ed. Institute of Electrical and Electronics Engineers Inc., p. 2468-2471 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report › Conference contribution

  • Artificial Intelligence 100%
  • Text processing 93%
  • Natural Language Processing 74%
  • Artificial intelligence 65%
  • Medical Records 62%
• 2020

  Device Validation to Monitor Speed in High Performance Roller Skaters Through the Internet of Things (IoT)

  Wilches-Castellanos, P. A., Quiroga-Torres, D. A., Aya-Parra, P. A. & Sarmiento-Rojas, J., Jan 1 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1320-1325 6 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Hall Effect 100%
  • Instrumentation 67%
  • Internet of things 58%
  • Velocity 58%
  • Error 52%
  2 Scopus citations

• Granger Causality Analysis based on Neural Networks Architectures for bivariate cases

  Orjuela-Canon, A. D., Freund, J. A., Jutinico, A. & Cerquera, A., Jul 24 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206977. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Report › Conference contribution

  • Network architecture 100%
  • Time series 92%
  • Neural networks 64%
  1 Scopus citations

• How to Improve Learning in Biomedical Engineering Students from an Integrated and Formative Evaluation

  Rodríguez Dueñas, W. R., 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1472-1477 6 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Biomedical engineering 100%
  • Students 56%
  • Biophysics 40%
  • Engineering education 29%
  • Feedback 15%

• Machine learning techniques for detecting motor imagery in upper limbs

  Archila, J. S. R. & Orjuela-Canon, A. D., Aug 7 2020, 2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. 9247869. (2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings).

  Research output: Chapter in Book/Report › Conference contribution

  • Feature Extraction 100%
  • Imagery 94%
  • Machine Learning 84%
  • Frequency Domain 54%
  • Feature extraction 49%

• Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

  Cadena, O. P., Preciado, C. G., Cruz, A. N., Hernández, N. P. C., Beltran, A., Sarmiento-Rojas, J., Quiroga-Torres, D. A., Perdomo Charry, O. J. & Aya-Parra, P. A., Jan 1 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1326-1332 7 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Tomography 100%
  • Communication 94%
  • Internet of things 87%
  • Imaging techniques 79%
  • Biomedical equipment 75%
  1 Scopus citations

• Nadir Frequency Estimation in Low-Inertia Power Systems

  Chamorro, H. R., Orjuela-Canon, A. D., Ganger, D., Persson, M., Gonzalez-Longatt, F., Sood, V. K. & Martinez, W., Jun 19 2020, 2020 IEEE 29th International Symposium on Industrial Electronics, ISIE 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 918-922 5 p. 9152296. (IEEE International Symposium on Industrial Electronics; vol. 2020-June).

  Research output: Chapter in Book/Report › Conference contribution

  • Frequency estimation 100%
  • Predictive control systems 60%
  • Electric power systems 34%
  • Neural networks 24%
  15 Scopus citations

• Neural Network Prediction and Decision Making System for Investment Assets

  Valencia N, C., Sanabria, A., González A, H., Arizmendi P, C. & Orjuela C, D., Aug 11 2020, AETA 2019 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. Cortes Tobar, D. F., Hoang Duy, V. & Trong Dao, T. (eds.). 2020 ed. Springer, Vol. 685. p. 262-272 11 p. (Lecture Notes in Electrical Engineering; vol. 685 LNEE).

  Research output: Chapter in Book/Report › Conference contribution

  • Time series 100%
  • Decision making 83%
  • Neural networks 70%
  • Gold 62%
  • Statistical Models 52%

• Neural Networks Identification of Eleven Types of Faults in High Voltage Transmission Lines

  Bautista F, L., Valencia N, C., Portilla F, G., Sanabria, A., Pinto, C., González A, H., Arizmendi P, C. & Orjuela C, D., Aug 11 2020, AETA 2019 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. Cortes Tobar, D. F., Hoang Duy, V. & Trong Dao, T. (eds.). Springer, Vol. 685. p. 175-184 10 p. (Lecture Notes in Electrical Engineering; vol. 685 LNEE).

  Research output: Chapter in Book/Report › Conference contribution

  • Power transmission 100%
  • Electric lines 86%
  • Neural networks 62%
  • Electric potential 53%
  • Multilayer neural networks 53%

• Sistema de monitoreo del proceso de lavado de manos en personal de salud para el ingreso a áreas clínicas bajo el paradigma de internet de las cosas (IoT)

  Quiroga Torres, D. A., Aya Parra, P. A. & Sarmiento Rojas, J. S., Aug 22 2020, Encuentro Internacional de Educación en Ingeniería ACOFI 2020: La formación de ingenieros: un compromiso para el desarrollo y la sostenibilidad. Cartagena de Indias

  Research output: Chapter in Book/Report › Conference contribution

  Open Access

  File
  49 Downloads (Pure)

• Sistema de monitoreo remoto de variables medioambientales en salas de cirugía de una clínica de cuarto nivel de complejidad mediante el uso de internet de las cosas (IoT)

  Aya Parra, P. A., Sarmiento Rojas, J. S. & Quiroga Torres, D. A., Aug 22 2020, Encuentro Internacional de Educación en Ingeniería ACOFI 2020: La formación de ingenieros: un compromiso para el desarrollo y la sostenibilidad. Cartagena de Indias

  Research output: Chapter in Book/Report › Conference contribution

  Open Access

  File
  22 Downloads (Pure)

• System for Monitoring Environmental Variables in a Pharmacy Area Using an Alternative IoT Architecture (a Pilot Study)

  Sarmiento-Rojas, J., Sanchez-González, J. S., Aya-Parra, P. A. & Quiroga-Torres, D. A., Jan 1 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1284-1291 8 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Communication 100%
  • Humidity 98%
  • Internet of things 91%
  • Clouds 69%
  • Monitoring 61%
• 2019

  A Biomechanical Analysis of Free Squat Exercise Employing Self-Organizing Maps

  Blanco Diaz, C. F., Katerine Quitian González, A., Isaza, S. J. & Orjuela-Cañón, A. D., Jun 2019, 2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., 8781991. (2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings).

  Research output: Chapter in Book/Report › Conference contribution

  • Self organizing maps 100%
  • Visualization 68%
  • Cameras 31%
  1 Scopus citations

• Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting

  Rivero, C. R., Pucheta, J., Patiño, D., Puglisi, J. L., Otaño, P., Franco, L., Juarez, G., Gorrostieta, E. & Orjuela-Cañón, A. D., Dec 5 2019, Applications of Computational Intelligence - 2nd IEEE Colombian Conference, ColCACI 2019, Revised Selected Papers. Orjuela-Cañón, A. D., Figueroa-García, J. C. & Arias-Londoño, J. D. (eds.). Springer, p. 197-208 12 p. (Communications in Computer and Information Science; vol. 1096 CCIS).

  Research output: Chapter in Book/Report › Conference contribution

  • Time Series Forecasting 100%
  • Chaotic Time Series 95%
  • Memory Model 89%
  • Long short-term memory 73%
  • Bayesian inference 67%
  1 Scopus citations

• Implementando el marco educativo CDIO utilizando la metodología EBPr, en la asignatura "Internet de las cosas: aplicaciones en salud"

  Quiroga Torres, D. A., Aya Parra, P. A., Sarmiento Rojas, J. S. & Miguel Cruz, A., Sep 12 2019, Retos en la formación de ingenieros en la era digital. p. 1 9 p.

  Research output: Chapter in Book/Report › Conference contribution

  File
  6139 Downloads (Pure)

• On the boundaries of the centroid of a class of fuzzy numbers

  Figueroangarcia, J. C., Orjuelancanon, A. D. & Neruda, R., Nov 2019, 2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 258. p. 130 9037055. (2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019).

  Research output: Chapter in Book/Report › Conference contribution
  2 Scopus citations

• Sistema basado en internet de las cosas (IoT) para la monitorización en tiempo real de variables de temperatura y humedad en un equipo de refrigeración de área de farmacia de un hospital de cuarto nivel

  Quiroga Torres, D. A., Baquero Soto, A. B., Ballesteros Coral, D. S., Aya Parra, P. A., Bernal Muñoz, H. A., Sarmiento Rojas, J. S., Córdoba-Hernández, N. P., Beltran, A., Cruz, A. N. & Perdomo Charry, O. J., Sep 10 2019, Retos en la formación de ingenieros en la era digital. p. 1-9 9 p.

  Research output: Chapter in Book/Report › Conference contribution

  File
  622 Downloads (Pure)

• Time Series Forecasting using Recurrent Neural Networks modified by Bayesian Inference in the Learning Process

  Rivero, C. R., Pucheta, J., Otaño, P., Orjuela-Cañon, A. D., Patiño, D., Franco, L., Gorrostieta, E., Puglisi, J. L. & Juarez, G., Jun 2019, 2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings. Orjuela-Canon, A. D. (ed.). Barranquilla: Institute of Electrical and Electronics Engineers Inc., 8781984. (2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings).

  Research output: Chapter in Book/Report › Conference contribution

  • Recurrent neural networks 100%
  • Time series 83%
  • Uncertainty 30%
  • Data storage equipment 14%
  • Neural networks 14%
  3 Scopus citations
• 2018

  Diseño e implementación de un sistema para el seguimiento de los fallos en dispositivos médicos utilizando Internet de las cosas (IoT)

  Quiroga Torres, D. A., Amador Arevalo, D. A., Aya Parra, P. A., Sarmiento Rojas, J. S., Bernal Muñoz, H. A. & Miguel Cruz, A., Sep 18 2018, Gestión, calidad y desarrollo en las facultades de ingeniería. p. 1-9 9 p.

  Research output: Chapter in Book/Report › Conference contribution

  File
  201 Downloads (Pure)
• 2017

  Does the project-based-learning (PBL) strategy change first-year students' perceptions of the engineering profession?

  Miguel-Cruz, A., Rodríguez-Dueñas, W. R., Flórez-Luna, N. & Quiroga-Torres, D. A., Jul 8 2017, 2017 Research in Engineering Education Symposium, REES 2017. 2 ed. Curran Associates, Inc., Vol. 2. p. 478-488 10 p.

  Research output: Chapter in Book/Report › Conference contribution

  • first-year student 100%
  • learning strategy 89%
  • Students 72%
  • profession 66%
  • engineering 58%

• Estimation of the optimal maintenance frequency of medical devices: A monte carlo simulation approach

  Cruz, A. M. & Dueñas, W. R. R., 2017, 7th Latin American Congress on Biomedical Engineering, CLAIB 2016. Springer, Vol. 60. p. 9-12 4 p.

  Research output: Chapter in Book/Report › Conference contribution

  • Biomedical equipment 100%
  • Monte Carlo Method 97%
  • Preventive maintenance 53%
  • Pump 44%
  • Time 33%
  1 Scopus citations

• How do our students learn clinical engineering? A pilot study

  Cruz, A. M., Torres, D. A. Q., Presiga, A. M. & Luna, N. F., Apr 7 2017, 7th Latin American Congress on Biomedical Engineering, CLAIB 2016. Springer, Vol. 60. p. 22-25 4 p.

  Research output: Chapter in Book/Report › Conference contribution

  • Students 100%
  • Statistics 16%

• Medición del rendimiento un estudio piloto: ¿Qué dicen los estudiantes, los empleadores, las notas, y las pruebas estatales sobre los resultados de aprendizaje de los estudiantes?

  Quiroga Torres, D. A., Miguel Cruz, A., Rodriguez Duenas, W. R. & Rios Rincon, A. M., Sep 26 2017, Las facultades de ingeniería y su compromiso con la sociedad. p. 1-9 9 p.

  Research output: Chapter in Book/Report › Conference contribution

  File
  25 Downloads (Pure)

• Teaching maintenance of medical devices in simulation centers: A pilot study

  Torres, D. A. Q., Cruz, A. M., Presiga, A. M. & Luna, N. F., Apr 7 2017, 7th Latin American Congress on Biomedical Engineering, CLAIB 2016. Springer, Vol. 60. p. 30-33 4 p.

  Research output: Chapter in Book/Report › Conference contribution

  • Biomedical equipment 100%
  • Teaching 80%
  • Students 68%
  • Simulation 58%
  • Biomedical engineering 20%
• 1997

  Introduction and development of ergonomics in a semi-industrial ountry; example of a colombian's region

  JUAN, CASTILLO., Jul 4 1997, Proceedings of the 13th Triennial congress of the International Ergonomics Association. Finnish Institute of Occupational Health

  Research output: Chapter in Book/Report › Conference contribution