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Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU (English)

In: Advances in computational intelligence ; Part 1   ;  2021

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The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

3
Deep Leaming for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound
Stoean, Ruxandra / Iliescu, Dominic / Stoean, Catalin / Ilie, Vlad / Patru, Ciprian / Hotoleanu, Mircea / Nagy, Rodica / Ruican, Dan / Trocan, Rares / Marcu, Andreea et al. | 2021
15
Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer’s Disease Stages Based on MRI Images
Rörup, Tim / Rojas, I. / Pomares, H. / Glösekötter, P. et al. | 2021
24
Detection of Tumor Morphology Mentions in Clinical Reports in Spanish Using Transformers
López-García, Guillermo / Jerez, José M. / Ribelles, Nuria / Alba, Emilio / Veredas, Francisco J. et al. | 2021
36
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
Zamora-Cárdenas, Willard / Mendez, Mauro / Calderon-Ramirez, Saul / Vargas, Martin / Monge, Gerardo / Quiros, Steve / Elizondo, David / Torrents-Barrena, Jordina / Molina-Cabello, Miguel A. et al. | 2021
49
A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU
Suárez-Díaz, Francisco J. / Navarro-Mesa, Juan L. / Ravelo-García, Antonio G. / Fernández-López, Pablo / Suárez-Araujo, Carmen Paz / Pérez-Acosta, Guillermo / Santana-Cabrera, Luciano et al. | 2021
61
Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU
Fernández-López, Pablo / Suárez-Araujo, Carmen Paz / García-Báez, Patricio / Suárez-Díaz, Francisco / Navarro-Mesa, Juan L. / Pérez-Acosta, Guillermo / Blanco-López, José et al. | 2021
77
Features Spaces with Reduced Variables Based on Nearest Neighbor Relations and Their Inheritances
Ishii, Naohiro / Iwata, Kazunori / Mukai, Naoto / Odagiri, Kazuya / Matsuo, Tokuro et al. | 2021
89
High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution
Shen, Yinghua / E, Hanyu / Chen, Tianhua / Xiao, Zhi / Liu, Bingsheng / Chen, Yuan et al. | 2021
101
Contrastive Explanations for Explaining Model Adaptations
Artelt, André / Hinder, Fabian / Vaquet, Valerie / Feldhans, Robert / Hammer, Barbara et al. | 2021
113
Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection?
Morán-Fernández, Laura / Bolón-Canedo, Verónica et al. | 2021
126
Classification in Non-stationary Environments Using Coresets over Sliding Windows
Heusinger, Moritz / Schleif, Frank-Michael et al. | 2021
138
Deep Reinforcement Learning in VizDoom via DQN and Actor-Critic Agents
Bakhanova, Maria / Makarov, Ilya et al. | 2021
151
Adaptive Ant Colony Optimization for Service Function Chaining in a Dynamic 5G Network
Moreno, Segundo / Mora, Antonio M. et al. | 2021
165
On the Use of Fuzzy Metrics for Robust Model Estimation: A RANSAC-Based Approach
Ortiz, Alberto / Ortiz, Esaú / Miñana, Juan José / Valero, Óscar et al. | 2021
178
A New Detector Based on Alpha Integration Decision Fusion
Salazar, Addisson / Safont, Gonzalo / Vargas, Nancy / Vergara, Luis et al. | 2021
190
A Safe and Effective Tuning Technique for Similarity-Based Fuzzy Logic Programs
Moreno, Ginés / Riaza, José A. et al. | 2021
202
Predictive Ability of Response Surface Methodology (RSM) and Artificial Neural Network (ANN) to Approximate Biogas Yield in a Modular Biodigester
Okwu, Modestus O. / Tartibu, Lagouge K. / Samuel, Olusegun D. / Omoregbee, Henry O. / Ivbanikaro, Anna E. et al. | 2021
219
Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection
García-Martínez, Beatriz / Fernández-Caballero, Antonio / Martínez-Rodrigo, Arturo / Novais, Paulo et al. | 2021
230
A Fine Dry-Electrode Selection to Characterize Event-Related Potentials in the Context of BCI
Changoluisa, Vinicio / Varona, Pablo / Rodriguez, Francisco B. et al. | 2021
242
Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure
García-Martínez, Beatriz / Fernández-Caballero, Antonio / Alcaraz, Raúl / Martínez-Rodrigo, Arturo et al. | 2021
253
P300 Characterization Through Granger Causal Connectivity in the Context of Brain-Computer Interface Technologies
Salazar, Vanessa / Changoluisa, Vinicio / Rodriguez, Francisco B. et al. | 2021
265
Feature and Time Series Extraction in Artificial Neural Networks for Arousal Detection from Electrodermal Activity
Sánchez-Reolid, Roberto / Rosa, Francisco López de la / Sánchez-Reolid, Daniel / López, María T. / Fernández-Caballero, Antonio et al. | 2021
279
Context-Aware Graph Convolutional Autoencoder
Sattar, Asma / Bacciu, Davide et al. | 2021
291
Development and Implementation of a Neural Network-Based Abnormal State Prediction System for a Piston Pump
Zuluaga, Mauricio Andrés Gómez / Ordikhani, Ahmad / Bauer, Christoph / Glösekötter, Peter et al. | 2021
303
Iterative Adaptation to Quantization Noise
Chudakov, Dmitry / Alyamkin, Sergey / Goncharenro, Alexander / Denisov, Andrey et al. | 2021
311
A BERT Based Approach for Arabic POS Tagging
Saidi, Rakia / Jarray, Fethi / Mansour, Mahmud et al. | 2021
322
Facial Expression Interpretation in ASD Using Deep Learning
Salgado, Pablo / Banos, Oresti / Villalonga, Claudia et al. | 2021
334
Voxel-Based Three-Dimensional Neural Style Transfer
Friedrich, Timo / Hammer, Barbara / Menzel, Stefan et al. | 2021
347
Rendering Scenes for Simulating Adverse Weather Conditions
Sen, Prithwish / Das, Anindita / Sahu, Nilkanta et al. | 2021
359
Automatic Fall Detection Using Long Short-Term Memory Network
Magalhães, Carlos / Ribeiro, João / Leite, Argentina / Pires, E. J. Solteiro / Pavão, João et al. | 2021
372
Deep Convolutional Neural Networks with Residual Blocks for Wafer Map Defect Pattern Recognition
Amogne, Zemenu Endalamaw / Wang, Fu-Kwun / Chou, Jia-Hong et al. | 2021
385
Enhanced Convolutional Neural Network for Age Estimation
Aruleba, Idowu / Viriri, Serestina et al. | 2021
395
Deep Interpretation with Sign Separated and Contribution Recognized Decomposition
Hui, Lucas Y. W. / Soh, De Wen et al. | 2021
407
Deep Learning for Age Estimation Using EfficientNet
Aruleba, Idowu / Viriri, Serestina et al. | 2021
420
Towards a Deep Reinforcement Approach for Crowd Flow Management.
Abdallah, Wejden / Kanzari, Dalel / Madani, Kurosh et al. | 2021
432
Classification of Images as Photographs or Paintings by Using Convolutional Neural Networks
López-Rubio, José Miguel / Molina-Cabello, Miguel A. / Ramos-Jiménez, Gonzalo / López-Rubio, Ezequiel et al. | 2021
443
Parallel Corpora Preparation for English-Amharic Machine Translation
Biadgligne, Yohanens / Smaïli, Kamel et al. | 2021
456
Fast Depth Reconstruction Using Deep Convolutional Neural Networks
Maslov, Dmitrii / Makarov, Ilya et al. | 2021
471
A Study of the Correlation of Metafeatures Used for Metalearning
Rivolli, Adriano / Garcia, Luis P. F. / Lorena, Ana C. / Carvalho, André C. P. L. F. de et al. | 2021
484
Learning Without Forgetting for 3D Point Cloud Objects
Chowdhury, Townim / Jalisha, Mahira / Cheraghian, Ali / Rahman, Shafin et al. | 2021
498
Patch-Wise Semantic Segmentation of Sedimentation from High-Resolution Satellite Images Using Deep Learning
Pranto, Tahmid Hasan / Noman, Abdulla All / Noor, Asaduzzaman / Deepty, Ummeh Habiba / Rahman, Rashedur M. et al. | 2021
510
Learning Image Segmentation from Few Annotations: A REPTILE Application
Satizábal, Héctor F. / Perez-Uribe, Andres et al. | 2021
525
Impacted Tooth Detection in Panoramic Radiographs
Faure, James / Engelbrecht, Andries et al. | 2021
537
Deep Learning for Diabetic Retinopathy Prediction
Rodriguez-Leon, Ciro / Arevalo, William / Banos, Oresti / Villalonga, Claudia et al. | 2021
547
Facial Image Augmentation from Sparse Line Features Using Small Training Data
Hung, Shih-Kai / Gan, John Q. et al. | 2021
559
Ensemble Models for Covid Prediction in X-Ray Images
Vega, Juan Carlos Morales / Carrillo-Perez, Francisco / Pavón, Jesús Toledano / Maldonado, Luis Javier Herrera / Ruiz, Ignacio Rojas et al. | 2021
570
Validation of a Nonintrusive Wearable Device for Distress Estimation During Robotic Roller Assisted Gait
Díaz-Boladeras, Marta / Llanas, Xavier / Musté, Marta / Pérez, Elsa / Pérez, Carlos / Barco, Alex / Català, Andreu et al. | 2021
583
Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals
Gelpud, John / Castillo, Silvia / Jojoa, Mario / Garcia-Zapirain, Begonya / Achicanoy, Wilson / Rodrigo, David et al. | 2021
597
Skin Disease Classification Using Machine Learning Techniques
Abir, Mohammad Ashraful Haque / Anik, Golam Kibria / Riam, Shazid Hasan / Karim, Mohammed Ariful / Tareq, Azizul Hakim / Rahman, Rashedur M. et al. | 2021
609
Construction of Suitable DNN-HMM for Classification Between Normal and Abnormal Respiration
Yamashita, Masaru et al. | 2021

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Alternative Version
Electronic version available

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