Abstract is missing.
- On the Link Between Model Performance and Causal Scoring of Medical Image ExplanationsDaniel Flores-Araiza, Armando Villegas-Jimenez, Francisco Javier Lopez-Tiro, Miguel González-Mendoza 0001, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul. 1-8 [doi]
- Estimating degree of coronary artery stenosis severity from non-contrast CT images using CNNTetsuya Asakawa, Hiroki Shinoda, Kazuki Shimizu, Kei Nomura, Masaki Aono. 9-14 [doi]
- Integrating YOLO and 3D U-Net for COVID-19 Diagnosis on Chest CT ScansJorge Valverde-Rebaza, Guilherme R. Andreis, Pedro Shiguihara, Sebastián Paucar, Leandro Y. Mano, Fabiana Góes, Julieta Noguez 0001, Nathalia C. da Silva. 15-20 [doi]
- Global Knowledge, Local Impact: Domain Adaptation and Classification for Obesity in the UAEMohsin Raza, Asad Masood Khattak, Wasim Abbas, Adil Khan. 21-26 [doi]
- Machine Learning Methods For Classification of Individuals With Coronary Artery CalcificationJakob Svane, Tomasz Wiktorski, Trygve Eftestøl, Stein Ørn. 27-32 [doi]
- Measuring Range of Motion and Knee Torque with a BraceIker Baruch Medina Anzaldo, Laura Alejandra Sanroman Santana, Rachele Vittoria, Marisol Constantini Islas, Ivo N. Ayala-Garcia, Alejandro Gonzalez. 33-36 [doi]
- Kinematic validation of a wrist training robotic deviceJorge German Perez Blanco, Marcos Josué Valenzuela Cruz, Leonel Vázquez Carrasco, Néstor Andrés Castellanos Velandia, Luis Carlos Félix-Herrán, Joel Carlos Huegel West. 37-42 [doi]
- GYMetricPose: A light-weight angle-based graph adaptation for action quality assessmentUlises Gallardo, Fernando Caro, Eluney Hernández, Ricardo Espinosa, Gilberto Ochoa-Ruiz. 43-50 [doi]
- Proposing an Effective Deep Learning Model for Vitamin D Deficiency DiagnosisAsad Khattak, Muhammad Junaid Asghar, Naila Tabassum, Hayat Ullah, Aurangzeb Khan, Zubair Asghar. 51-56 [doi]
- Predicting Fear of Breast Cancer Recurrence from Healthcare Reimbursement Data using Deep LearningMamoudou Koume, Lorène Seguin, Anne-Déborah Bouhnik, Raquel Ureña. 57-60 [doi]
- Multi-modal detection transformer with data engineering technique to stratify patients with Ulcerative ColitisAlexis Lopez, Flor Helena Valencia, Gilberto Ochoa-Ruiz, Sharib Ali. 61-68 [doi]
- Comparative Analysis of Deep Learning Methods for Schizophrenia Classification from fMRI ScansJuliet Polok Sarkar, András Hajdu. 69-74 [doi]
- Analysis and Detection of Melanoma through Collective Intelligence with AIEnrique Fernández-Morales, Carlos Luis Sánchez-Bocanegra, Rafael Pastor Vargas, José-Juan Pereyra-Rodriguez, Juan Mario Haut, José Alberto Benítez-Andrades. 75-80 [doi]
- A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifactsRicardo Espinosa, Javier Cerriteño, Saul Gonzalez-Dominguez, Gilberto Ochoa-Ruiz, Christian Daul. 81-88 [doi]
- Anonymized Identity Tracking: Privacy Preserving Facial EncodingManas Sanjay Pakalapati, Dmitry B. Goldgof, Lawrence O. Hall, Ghada Zamzmi. 89-93 [doi]
- Computer Vision for Brain Tumor Classification: A Novel Approach Based on Zernike MomentsCaio Marques Silva, Marcelo Colares da Silva, Suane Pires Pinheiro da Silva, Pedro Pedrosa Rebouças Filho, Navar Medeiros M. Nascimento. 94-99 [doi]
- HealthDBFinder: a question-answering task for health database discoveryJoão Rafael Almeida, Jorge Miguel Silva, Luís Carlos Afonso, Tiago Melo Almeida, Rui Antunes 0002, Richard AA Jonker, João António Reis, Dimitri Silva, Sérgio Matos, José Luís Oliveira. 100-105 [doi]
- Exploring Drug Repurposing Opportunities for Schizophrenia: A Network Medicine ApproachMaría Marín Tercero, Lucía Prieto Santamaría, Alejandro Rodríguez González. 106-111 [doi]
- Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing DataÓscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques. 112-119 [doi]
- Encoding breast cancer patients' medical pathways from reimbursement data using representation learning: a benchmark for clustering tasksMarie Guyomard, Anne-Déborah Bouhnik, Louis Tassy, Raquel Ureña. 120-125 [doi]
- Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognitionRuben Gonzalez-Perez, Francisco Javier Lopez-Tiro, Iván Reyes-Amezcua, Luis Eduardo Falcón-Morales, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul. 126-133 [doi]
- Multiclass classifiers for hand-gesture recognition of electromyographic signals from WyoFlex BandUlises Villela, Alessandra Grossi, Francesca Gasparini, Iván Salgado 0001, Mariana Ballesteros 0001. 134-139 [doi]
- External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular eventsGilson Yuuji Shimizu, Elen Almeida Romão, José Abrão Cardeal Da Costa, João Mazzoncini de Azevedo Marques, Sandro Scarpelini, Kátia Mitiko Firmino Suzuki, Hilton Vicente César, Paulo M. Azevedo-Marques. 140-145 [doi]
- Interpolating and Forecasting Wound Trajectory using Machine Learning ApproachesAtika Rahman Paddo, Shikhar Shukla, Shomita S. Steiner, Saptarshi Purkayastha, Chandan K. Sen. 146-152 [doi]
- Deep Learning Models to Predict Brain Cancer Grade Through MRI AnalysisPedro Vale, Jennifer Boer, Hélder P. Oliveira, Tânia Pereira 0001. 153-157 [doi]
- A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer AssessmentGuilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar. 158-163 [doi]
- A New Diabetic Retinopathy Classification Approach Based on Normalizer Free NetworkMarcelo Colares da Silva, Caio Marques Silva, Alexis Galeno Matos, Suane Pires Pinheiro da Silva, Róger Moura Sarmento, Pedro Pedrosa Rebouças Filho, Navar Medeiros M. Nascimento, Rhuan Victor Crescencio Santiago, Cilis Aragao Benevides, Caio Cesar Henrique Cunha. 164-169 [doi]
- DRAGON: Drug Repurposing via Graph Neural Networks with Drug and Protein Embeddings as FeaturesRafael Artiñano-Muñoz, Lucía Prieto Santamaría, Aurora Pérez-Pérez, Alejandro Rodríguez González. 170-175 [doi]
- A data-driven approach on COVID-19 restrictions and its effectiveness in Latin AmericaYusdivia Molina, Jorge G. Iglesias, Luis Montesinos. 176-181 [doi]
- NestNeuro: Leveraging Chatbots for Vocal ScreeningGuilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar. 182-185 [doi]
- Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMRMohith Surya Kiran Kasula, Sri Harsha Sudalagunta, Keerthika Sunchu, Saptarshi Purkayastha. 186-191 [doi]
- Optimal Control of Mechanical Ventilators with Learned Respiratory DynamicsIsaac R. Ward, Dylan M. Asmar, Mansur Arief, Jana Krystofova Mike, Mykel J. Kochenderfer. 192-198 [doi]
- Mental-Health Topic Classification employing D-vectors of Large Language ModelsCristina Luna Jiménez, Zoraida Callejas, David Griol. 199-204 [doi]
- Active Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy ImagesAbhiram Kandiyana, Peter R. Mouton, Lawrence O. Hall, Dmitry B. Goldgof. 205-212 [doi]
- Step-forward structuring disease phenotypic entities with LLMs for disease understandingAlvaro Garcia-Barragán, Alberto González Calatayud, Lucía Prieto Santamaría, Víctor Robles, Ernestina Menasalvas, Alejandro Rodríguez. 213-218 [doi]
- Enhancing Concept-Based Explanation with Vision-Language ModelsMd Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun 0004, Dmitry B. Goldgof. 219-224 [doi]
- AR-assisted navigation of a mobile robot controlled by an SSVEP-based BCILuis Humberto S. Vaca, Luis Fernando Román-Padilla, Omar Mendoza-Montoya, Javier Mauricio Antelis. 225-230 [doi]
- Augmented Sensory Feedback during Training of Upper Extremity Function in Virtual RealityYu Shi, Mingxiao Liu, Sophie Dewil, Noam Y. Harel, Sean Sanford, Raviraj Nataraj. 231-236 [doi]
- A Natural Interaction System for Medical Training through VR TechnologyMarco Raoul Marini, Alessio Mecca, Gian Luca Foresti, Luigi Cinque. 237-242 [doi]
- Exploring Alternative Data Augmentation Methods in Dysarthric Automatic Speech RecognitionRicardo Gracelli, Jurandy Almeida. 243-248 [doi]
- Distinguishing Clinical Sentiment in Intensive Care Unit Clinical NotesShahad Nagoor, Lucy Hederman, Kevin Koidl, Ignacio Martin-Loeches. 249-259 [doi]
- A symptom-based community-weighted similarity approach for inpatient health condition monitoringJean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez 0001, Caetano Traina, Agma J. M. Traina. 260-266 [doi]
- Towards Precision Diagnosis: Integrating Lexical Analysis and Deep Learning for Uncertainty Detection and Quantification in Clinical ReportsIftakhar Khandokar, Omar Farghaly, Anai N. Kothari, Priya Deshpande. 267-272 [doi]
- Named Entity Recognition in Mammography Radiology Reports using a Multilingual Transfer Learning ApproachEsteban Ricardo Salazar Cabrera, Alejandro Santos-Díaz, Ernestina Menasalvas, José Gerardo Tamez Pena, Victor Robles. 273-277 [doi]
- A Novel Segmentation Approach Utilizing Object Detection Techniques as Prompts for a Zero-Shot System in Hemorrhagic Stroke Segmentation in CT ImagesJoel Ramos Michaliszen, João Carlos N. Fernandes, Calleo Belo Barroso, Leandro Bezerra Marinho, Suane Pires Pinheiro da Silva, Pedro Pedrosa Rebouças Filho, Navar Medeiros M. Nascimento. 278-283 [doi]
- A comprehensive methodology for performing Continued Process VerificationRodrigo Carrillo, Carlos Minutti, Paulina Lagunes. 284-289 [doi]
- CNN-based Methods for Survival Prediction using CT images for Lung Cancer PatientsMaria Amaro, Hélder P. Oliveira, Tânia Pereira 0001. 290-296 [doi]
- Evaluating DenseNet121 Neural Network Performance for Cervical Pathology ClassificationOrlando Gonzalez-Ortiz, Luis Alberto Muñoz Ubando, Gonzalo Andrés Soto Fuenzalida, Gerardo Israel Magallanes Garza. 297-302 [doi]
- Machine Learning in Predicting the Success of Spine Surgery: A Multivariable StudyJosé Alberto Benítez-Andrades, Nicolás Ordás-Reyes, Antonio Serrano-García, Marta Esteban Blanco, Jesús Betegón Nicolás, José Viloria Gutiérrez, José Ángel Hernández Encinas, Ana Lozano Muñoz, Alicia Merayo Corcoba, Camino Prada-García. 303-308 [doi]
- Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrievalJoão Silva-Leite, Cristina A. P. Fontes, Alair S. Santos, Diogo G. Correa, Marcel Koenigkam-Santos, Paulo M. Azevedo-Marques, Daniel de Oliveira 0001, Aline Paes, Marcos V. N. Bedo. 309-314 [doi]
- Comparative Design and Analysis of Multimodal VR Simulations for IV Needle Insertion TrainingJarrett Woo, Jin-Woo Kim, Kwangtaek Kim, Jeremy Jarzembak, Ann James, Jennifer Biggs, Robert Clements, John Dunlosky. 315-319 [doi]
- Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation ResultsGreta Grillo, Tommaso Torda, Cecilia Voena, Andrea Ciardiello, Stefano Giagu. 320-325 [doi]
- MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICULena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou. 326-331 [doi]
- Enhancing Retinal OCT Scans via Metaheuristic-Driven Bayesian Speckle DenoisingOscar Ramos-Soto, Ángel Casas-Ordaz, Diego Oliva, Sandra E. Balderas-Mata, Saúl Zapotecas Martínez. 332-337 [doi]
- FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-RaysAyush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco J. Alvarez-Padilla, Ram Sarkar. 338-343 [doi]
- Cerviscan: Advancing Cervical Cancer Detection through Deep Learning InnovationsHariharan Ramesh, Abdulla Al-Serkal, Houssein Kanso, Noora Aljallaf, Jinane Mounsef. 344-349 [doi]
- Convolutional neural network architectures and aggregation information models for pulmonary X-ray segmentationAntonio Nadal-Martínez, Lidia Talavera-Martínez, Marc Munar, Manuel González Hidalgo. 350-357 [doi]
- Improving COVID-19 Recognition: A Study of Contrast Enhancement Techniques and Normalization in Chest X-Rays ImagesAngel Ernesto Picazo-Castillo, Lizbeth A. Náfate Lázaro, Dennis F. Ruiz Camera, Raquel Díaz-Hernández, Leopoldo Altamirano Robles, Saúl Zapotecas Martínez, Salvador Eugenio Ayala-Raggi. 358-363 [doi]
- Computer Vision-based Approach for Automated Recognition of Interference Patterns in Digital Inline Holography MicroscopyManoella Rockembach, Rodrigo Ferraz Souza, Aldo von Wangenheim, Antonio Carlos Sobieranski. 364-369 [doi]
- Computer Vision and Eyetracking Approach for Assessing Visual Disorders in Premature InfantsRodrigo Ferraz Souza, Manoella Rockembach, Bruna Samantha Marchi, Marcelo Fernandes Costa, Cristiane Aparecida Moran, Antonio Carlos Sobieranski. 370-375 [doi]
- Color-aware Exposure Correction for Endoscopic Imaging using a Lightweight Vision TransformerRicardo Espinosa, Eluney Hernández, Gilberto Ochoa-Ruiz, Christian Daul. 376-382 [doi]
- Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel ConsistencyMansoor Ali Teevno, Rafael Martinez Garcia Peña, Gilberto Ochoa-Ruiz, Sharib Ali. 383-390 [doi]
- Predicting User Engagement in mHealth Apps with Neighborhood-based ApproachesMiro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou. 391-397 [doi]
- Design and Development of a Serious Game to Prevent Substance Use in Mexican ScholarsJosé Mercado, Yahir Hernandez-Mella, Ismael Edrein Espinosa-Curiel, Juan Martínez-Miranda. 398-405 [doi]
- Assessing the feasibility of observational data sources for multicenter clinical studiesJoão Rafael Almeida, Peter R. Rijnbeek, Maxim Moinat, José Luís Oliveira. 406-411 [doi]
- Deep Ensemble Learning for Classification of Glaucoma from Smartphone Fundus ImagesSandeep Angara, Jongwoo Kim. 412-417 [doi]
- Exploring the differences between Multi-task and Single-task with the use of Explainable AI for lung nodule classificationLuís Fernandes, Tânia Pereira 0001, Hélder P. Oliveira. 418-423 [doi]
- Estimation of Bone Mineral Density using Machine Learning and SHapley Additive exPlanationsGabriel Maia Bezerra, Elene F. Ohata, Luiz Lannes Loureiro, Victor Z. Bittencourt, Valden Luis Matos Capistrano, Atslands R. da Rocha, Pedro Pedrosa Rebouças Filho. 424-429 [doi]
- Interpretable Caries Development Prediction with Event IntervalsZed Lee, Álfheidur Ástvaldsdóttir, Hans Sandberg, Panagiotis Papapetrou, Uno Fors. 430-435 [doi]
- RADAR-MIX: How to Uncover Adversarial Attacks in Medical Image Analysis through ExplainabilityErikson Júlio De Aguiar, Caetano Traina, Agma J. M. Traina. 436-441 [doi]
- Co-development of a tool to help clinicians decide upon the trustworthiness of Patient Generated Health DataAlfredo Ormazabal, Damon Berry, Lucy Hederman. 442-449 [doi]
- Rib Segmentation in Surgical Images for Video-Assisted Thoracoscopic SurgeryWiley Tam, Jean-Louis Dillenseger, Paul S. Babyn, Javad Alirezaie. 450-455 [doi]
- Computer Assisted Phase Recognition of Micro-Neurosurgical Intraoperative VideosPhani Sriram Vadali, Bhuvan Jayam, Pon Deepika, Madhav Rao, Vikas Vazhayil. 456-460 [doi]
- Multi-Strain Dynamics: Modeling Dengue Transmission in Brazilian Regions with SIR ModelsArthur Ricardo De Sousa Vitória, Adriel Lenner Vinhal Mori, Clarimar José Coelho, Arlindo Rodrigues Galvão Filho. 461-466 [doi]
- Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning TechniquesDaniela Herrera, Francisco Javier Lopez-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza 0001, Gilberto Ochoa-Ruiz. 467-472 [doi]
- Seadra : a fully customizable and user-friendly application for image annotation and segmentationJules Morata, David Bernard, Kévin Cortacero, Clément Eloire, Mehdi Ech-Chouini, Emmanuelle Vigarios, Steven Ceccarel, Delphine Comtesse-Maret, Thomas Filleron, Sandrine Mouysset, Sylvain Cussat-Blanc. 473-476 [doi]
- Ultrasound Image Segmentation and its Evaluation using Various Encoder ArchitecturesEdward Ellis, Andrew J. Bulpitt, Sharib Ali. 477-482 [doi]
- Segmenting Medical Images: From UNet to Res-UNet and nnUNetLina Huang, Alina Dana Miron, Kate Hone, Yongmin Li 0001. 483-489 [doi]
- Prediction of MRI-Induced Power Absorption in Patients with DBS LeadsYalcin Tur, Jasmine Vu, Selam Waktola, Alpay Medetalibeyoglu, Laleh Golestanirad, Ulas Bagci. 490-495 [doi]
- Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRIZixian Li, Yuming Zhong, Yi Wang 0031. 496-501 [doi]
- COMET: Constrained Counterfactual Explanations for Patient Glucose Multivariate ForecastingZhendong Wang, Isak Samsten, Ioanna Miliou, Panagiotis Papapetrou. 502-507 [doi]
- Ultralow Current Measurement Circuit with Active Closed-Loop Control for Hydrogen Peroxide Detection in Glucose Levels HealthcareFernando Sánchez Hernández, Esteban Martínez-Guerrero, Cuauhtémoc R. Aguilera-Galicia, José Luis Chávez-Hurtado, Jaime Ramírez-Angulo, Elsie Evelyn Araujo-Palomo, Patricia G. López-Cárdenas. 508-513 [doi]
- Scalable Segmentation of Diabetic Foot UlcersYanexis Pupo Toledo, Andre Luiz da S. Pereira, Alexis P. Quesada, Rogério Ferreira de Moraes, Silena Herold-García, Leandro A. F. Fernandes. 514-520 [doi]
- Calibration of the Double Digital Twin for the Hand Rehabilitation by the Virtual GloveAlessandro Di Matteo, Daniele Lozzi, Enrico Mattei, Filippo Mignosi, Sara Montagna, Matteo Polsinelli, Giuseppe Placidi. 521-526 [doi]
- Characterization of hippocampal local field potentials using fractal dimension analysisPedro Flores-Ortiz, Luis Montesinos, Arturo G. Isla, Alejandro Santos-Díaz, Luis Enrique Arroyo-Garcia. 527-532 [doi]
- BDU-Net: A New Application of U-Net to the Segmentation of Bile Ducts from Cholangio-MRI ImagesA. Essamlali, Aymeric Becq, Dm. Camus, L. Arrivé, M. Chartier, G. Salin, Jérôme Szewczyk, I. Claude. 533-536 [doi]
- Efficient Classification of Depression using EEG through Spectral Graph AnalysisLucas de Oliveira Santos, Iágson Carlos L. Silva, Matheus A. dos Santos, Aldísio G. Medeiros, Pedro Pedrosa Rebouças Filho. 537-542 [doi]
- An open-access database of lead-I ECG signals with practical variability scenariosJuan Carlos Bernal-Romero, Juan Manuel Ramírez-Cortés. 543-548 [doi]
- Deep Learning Architecture analysis for EEG-Based BCI Classification under Motor ExecutionEnrico Mattei, Daniele Lozzi, Alessandro Di Matteo, Matteo Polsinelli, Costanzo Manes, Filippo Mignosi, Giuseppe Placidi. 549-555 [doi]
- Dermatological imaging of skin lesions in different skin phototypes using style transferNohemí Sánchez-Medel, Víctor Romero Bautista, Raquel Díaz-Hernández, Leopoldo Altamirano Robles. 556-561 [doi]