Search Results - "Vásquez, Camilo"

Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach by Vasquez-Correa, Juan Camilo, Arias-Vergara, Tomas, Orozco-Arroyave, J. R., Eskofier, Bjorn, Klucken, Jochen, Noth, Elmar

“…Parkinson's disease is a neurodegenerative disorder characterized by a variety of motor symptoms. Particularly, difficulties to start/stop movements have been…”
Get full text

Novel Speech Recognition Systems Applied to Forensics within Child Exploitation: Wav2vec2.0 vs. Whisper by Vásquez-Correa, Juan Camilo, Álvarez Muniain, Aitor

“…The growth in online child exploitation material is a significant challenge for European Law Enforcement Agencies (LEAs). One of the most important sources of…”
Get full text

Temperature Measurement in Microwave-Induced Hyperthermia Treatments Using FBG Sensors by Ospina-Mendivelso, Nicolas, Triana, Andres, Cano-Vasquez, Camilo, Guarnizo, Hector F., Fonseca-Benitez, A. V., Perdomo, S. J., Varon-Duran, Margarita

“…This paper presents a temperature study of cellular spheroids of the line MCF-07 under a hyperthermia (HT) treatment. A 3D printed culture plate embedded with…”
Get full text

User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care by Perez-Toro, Paula Andrea, Vasquez-Correa, Juan Camilo, Bocklet, Tobias, Noth, Elmar, Orozco-Arroyave, Juan Rafael

“…The acoustic analysis helps to discriminate emotions according to non-verbal information, while linguistics aims to capture verbal information from written…”
Get full text

Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios by Psaltis, Athanasios, Zafeirouli, Kassiani, Leškovský, Peter, Bourou, Stavroula, Vásquez-Correa, Juan Camilo, García-Pablos, Aitor, Cerezo Sánchez, Santiago, Dimou, Anastasios, Patrikakis, Charalampos Z., Daras, Petros

“…The present study thoroughly evaluates the most common blocking challenges faced by the federated learning (FL) ecosystem and analyzes existing…”
Get full text

A hybrid expert system, clustering and ant colony optimization approach for scheduling and routing problem in courier services by López-Santana, Eduyn, Rodríguez-Vásquez, William Camilo, Méndez-Giraldo, Germán

“…This paper focuses on the problem of scheduling and routing workers in a courier service to deliver packages for a set of geographically distributed customers…”
Get full text

NeuroSpeech: An open-source software for Parkinson's speech analysis by Orozco-Arroyave, Juan Rafael, Vásquez-Correa, Juan Camilo, Vargas-Bonilla, Jesús Francisco, Arora, R., Dehak, N., Nidadavolu, P.S., Christensen, H., Rudzicz, F., Yancheva, M., Chinaei, H., Vann, A., Vogler, N., Bocklet, T., Cernak, M., Hannink, J., Nöth, Elmar

“…A new software for modeling pathological speech signals is presented in this paper. The software is called NeuroSpeech. This software enables the analysis of…”
Get full text

Depression assessment in people with Parkinson’s disease: The combination of acoustic features and natural language processing by Pérez-Toro, Paula Andrea, Arias-Vergara, Tomás, Klumpp, Philipp, Vásquez-Correa, Juan Camilo, Schuster, Maria, Nöth, Elmar, Orozco-Arroyave, Juan Rafael

“…Parkinson’s disease produces motor impairments such as bradykinesia, rigidity, and different speech impairments, as same as non-motor symptoms like cognitive…”
Get full text

Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia by Rueda, Alice, Vásquez-Correa, Juan Camilo, Orozco-Arroyave, Juan Rafael, Nöth, Elmar, Krishnan, Sridhar

“…Empirical Mode Decomposition (EMD) was designed to analyze nonlinear and non-stationary signals. EMD voice analysis had been applied to Parkinson’s sustained…”
Get full text

Automatic detection of hypernasal speech of children with cleft lip and palate from spanish vowels and words using classical measures and nonlinear analysis by Orozco-Arroyave, Juan Rafael, Vargas-Bonilla, Jesús Francisco, Vásquez-Correa, Juan Camilo, Castellanos-Domínguez, Cesar German, Nöth, Elmar

“…This paper presents a system for the automatic detection of hypernasal speech signals based on the combination of two different characterization approaches…”
Get full text

NeuroSpeech by Orozco-Arroyave, Juan Rafael, Vásquez-Correa, Juan Camilo, Vargas-Bonilla, Jesús Francisco, Arora, R., Dehak, N., Nidadavolu, P.S., Christensen, H., Rudzicz, F., Yancheva, M., Chinaei, H., Vann, A., Vogler, N., Bocklet, T., Cernak, M., Hannink, J., Nöth, Elmar

“…NeuroSpeech is a software for modeling pathological speech signals considering different speech dimensions: phonation, articulation, prosody, and…”
Get full text

The phonetic footprint of Parkinson’s disease by Klumpp, Philipp, Arias-Vergara, Tomás, Vásquez-Correa, Juan Camilo, Pérez-Toro, Paula Andrea, Orozco-Arroyave, Juan Rafael, Batliner, Anton, Nöth, Elmar

“…As one of the most prevalent neurodegenerative disorders, Parkinson’s disease (PD) has a significant impact on the fine motor skills of patients. The complex…”
Get full text

Differential Expression of IgM and IgD Discriminates Two Subpopulations of Human Circulating IgM + IgD + CD27 + B Cells That Differ Phenotypically, Functionally, and Genetically by Bautista, Diana, Vásquez, Camilo, Ayala-Ramírez, Paola, Téllez-Sosa, Juan, Godoy-Lozano, Ernestina, Martínez-Barnetche, Jesús, Franco, Manuel, Angel, Juana

“…The origin and function of blood IgM IgD CD27 B cells is controversial, and they are considered a heterogeneous population. Previous staining of circulating B…”
Get full text

Construcción experta del espacio vivido en Medellín. Caso Parques del Río by Vásquez González, Juan Camilo, Andrade-Rivas, Federico

“…Las transformaciones urbanas requieren de conocimientos que provienen de diferentes disciplinas, sin embargo, en la práctica, muchos de esos proyectos sólo…”
Get full text

Hernia paraduodenal congénita: reporte de un caso by Vásquez Maya, Camilo, Donado Jiménez, María José, Zapata Uribe, Pedro

“…La hernia paraduodenal es una anomalía congénita poco frecuente que surge de una alteración en la rotación del intestino medio durante la embriogénesis. En…”
Get full text

Rapid Proliferation and Differentiation of a Subset of Circulating IgM Memory B Cells to a CpG/Cytokine Stimulus In Vitro by Vásquez, Camilo, Franco, Manuel A, Angel, Juana

“…Circulating human IgM expressing memory B cells have been incompletely characterized. Here, we compared the phenotype and in vitro functional response…”
Get full text

New computer aided device for real time analysis of speech of people with Parkinson’s disease by Vásquez Correa, Juan Camilo, Orozco Arroyave, Juan Rafael, Arias-Londoño, Julián David, Vargas Bonilla, Jesús Francisco, Nöth, Elmar

“…Parkinson’s  disease  (PD)  is  a  neurodegenerative  disorder  that  affects  the  coordination of muscles and limbs, including those responsible of the…”
Get full text

Soft-Grasping With an Anthropomorphic Robotic Hand Using Spiking Neurons by Tieck, J. Camilo Vasquez, Secker, Katharina, Kaiser, Jacques, Roennau, Arne, Dillmann, Rudiger

“…Evolution gave humans advanced grasping capabilities combining an adaptive hand with efficient control. Grasping motions can quickly be adapted if the object…”
Get full text

Author Profiling in Informal and Formal Language Scenarios Via Transfer Learning by Orrozco Arroyave, Juan R, Vásquez Correa, Juan C, Escobar Grisales, Daniel

“…The interest in author profiling tasks has increased in the research community because computer applications have shown success in different sectors such as…”
Get full text

Connecting Artificial Brains to Robots in a Comprehensive Simulation Framework: The Neurorobotics Platform by Falotico, Egidio, Vannucci, Lorenzo, Ambrosano, Alessandro, Albanese, Ugo, Ulbrich, Stefan, Vasquez Tieck, Juan Camilo, Hinkel, Georg, Kaiser, Jacques, Peric, Igor, Denninger, Oliver, Cauli, Nino, Kirtay, Murat, Roennau, Arne, Klinker, Gudrun, Von Arnim, Axel, Guyot, Luc, Peppicelli, Daniel, Martínez-Cañada, Pablo, Ros, Eduardo, Maier, Patrick, Weber, Sandro, Huber, Manuel, Plecher, David, Röhrbein, Florian, Deser, Stefan, Roitberg, Alina, van der Smagt, Patrick, Dillman, Rüdiger, Levi, Paul, Laschi, Cecilia, Knoll, Alois C, Gewaltig, Marc-Oliver

“…Combined efforts in the fields of neuroscience, computer science, and biology allowed to design biologically realistic models of the brain based on spiking…”
Get full text