Abstract is missing.
- Requirements for Human-Centered Artificial Intelligence: A Heart Failure Study Across Europe and Latin AmericaXènia Puig-Bosch, Machteld J. Boonstra, Miriam Cabrita, Joan Perramon, Sara Munive, Andrea Guala 0002, Vladimír Kincl, Saskia Haitjema, Carina Dantas, Folkert W. Asselbergs, Karim Lekadir. 1-4 [doi]
- Automatic Glaucoma Classification and Justification Using a Large and Diverse DatasetKristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino, Mateus Oliveira Da Silva. 1-4 [doi]
- Machine and Deep Learning-Based Detection of the Stapedius Reflex for Automatic Cochlear Implant FittingCeline Desoyer, Johannes Proksch, Peter Berger, Christian Baumgartner. 1-4 [doi]
- Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease ClassificationTamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng 0001, Julio E. Villalon-Reina, Emily Laltoo, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John, Greg Ver Steeg, José Luis Ambite, Paul M. Thompson. 1-4 [doi]
- Personalized Phenotype Encoding and Prediction of Pathological Head Development from Cross-Sectional ImagesConnor Elkhill, Ines A. Cruz-Guerrero, Jiawei Liu, Marius George Linguraru, Allyson Alexander, Brooke French, Antonio R. Porras. 1-4 [doi]
- LF_Deface: An Automated Tool for Defacing Pediatric Brain Low-Field MRIRahimeh Rouhi, Jeffrey Tanedo, Austin Tapp, Shreyash Zanjal, Kirsty Donald, Victoria Nankabirwa, Sadia Parkar, Salman Osmani, Reda Tabassum, Sidra Kaleem Jafri, Sean C. L. Deoni, Marius George Linguraru, Natasha Leporé. 1-5 [doi]
- Automatic Classification of Macular Edema in Retinal Fundus Images based on Deep Belief NetworksRafael A. García-Ramírez, Ulises A. Gonzalez-Valadez, Iván Cruz-Aceves, Gloria P. Trujillo-Sánchez, Sergio E. Solorio-Meza, Martha Alicia Hernandez-Gonzalez. 1-4 [doi]
- Understanding Early-Life Stress Impact on Mental-Physical Comorbidity Using Machine LearningVien Ngoc Dang, Jerónimo Hernández-González, Karim Lekadir. 1-4 [doi]
- Training a Vision Transformer Model on Shape Signatures for Quality Control of MRI Corpus Callosum SegmentationsSuellen S. Silva, Joany S. Rodrigues, Paulo Rogério Julio, Simone Appenzeller, Letícia Rittner. 1-5 [doi]
- A Structural Equation Model Linking Early-Life Stress to Adult Mental and Cardiovascular DiseaseEsmeralda Ruiz Pujadas, Anna Cascarano, Vien Ngoc Dang, Marina Camacho, Angélica Maria Atehortúa Labrador, Karim Lekadir. 1-4 [doi]
- Evaluation of Super Resolution Models for Generating Synthetic 3T T1W Images from 1.5T T1W ScansSk Rahatul Jannat, Jeiran Choupan, Nasim Sheikh-Bahaei, Steven Y. Cen, Ketki Kinkar, Shubham Arun Gujar, Gaurav Pandey, Bino A. Varghese. 1-6 [doi]
- Neural Architecture Search Using Trajectory Metaheuristics to Classify Coronary StenosisErick Franco-Gaona, Maria Susana Avila Garcia, Iván Cruz-Aceves, Hiram-Efrain Orocio-Garcia, Andrés Escobedo-Gordillo, Jorge Brieva. 1-4 [doi]
- Machine Learning Models for Predicting the Length of ICU Stay Using Perioperative PatternsAlexander Marlon Paredes Arellano, Eduardo Andre Cuti Riveros, Moises Stevend Meza Rodriguez. 1-4 [doi]
- Enhancing Heart Failure Management: Integrating AI with Telemonitoring Systems for Advanced Alarm-Based SolutionsJoan Perramon Llussà, Júlia Altarriba Paracolls, Ricard Sanjosé Alemany, Marina Bataller, Núria Pastor Hernández, Unai Sánchez Luque, Karim Lekadir, Polyxeni Gkontra. 1-4 [doi]
- Revisiting JPEG2000 for Efficient and Adaptable Virtual MicroscopyMarcela Iregui, Fabián Cano, Bayron Ortiz, Charlems Álvarez Jimenez, Eduardo Romero 0001, Jorge Victorino. 1-4 [doi]
- A Portable Embedded System for Skin Lesions DetectionGiancarlo López Bustos, Xavier Alexis Murillo Sanchez, Edgar Eduardo Salazar-Flórez. 1-6 [doi]
- Trade-Offs in Deep Learning Model Loss and Configuration for Sparse Histological Segmentation: A Case Study in Pediatric Ileal HistologySixten Heekin, Oscar Lopez-Nunez, Julia Smith, Nicholas Denson, Lee Denson, Alexander Miethke, Jonathan R. Dillman, Emily Miraldi, J. Matthew Kofron, Jasbir Dhaliwal, Lauren Erdman. 1-8 [doi]
- A Domain Data-Driven Metric to Improve Traditional Visualization and Interaction with ECG Large DatabasesJean C. Polo, Juliana V. Castilla, Juan Camilo Torres, Alexander Cerón, Wilson J. Sarmiento, Angel Cruz-Roa, R. E. Gutiérrez-Carvajal, Eduardo Romero 0001. 1-4 [doi]
- Optimal Dataset Size for Fine-Tuning sEMG-Based Hand Gesture Recognition in Rehabilitation ProsthesisAndrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce, Erick Franco-Gaona, Iván Cruz-Aceves. 1-5 [doi]
- Is DL-based Reconstruction for Fiber Orientation Distribution (FOD) Comparable to MSMT-Based FOD for Fiber Bundle Analysis?Natalia Vidal, Mateus Oliveira Da Silva, Diedre Carmo, Sebastián Navarrete, Pamela Guevara, Letícia Rittner. 1-5 [doi]
- Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion ClassifiersRosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila. 1-5 [doi]
- Evidence-Based Case Recommendation System for Cardiac Health Diagnosis Using Non-Negative Factorization Data-Driven Similarity ApproachOscar Diaz-Celis, Juan Torres-Santamaria, Mauricio Caviedes, Marcela Iregui, R. E. Gutiérrez-Carvajal, Eduardo Romero 0001, Angel Cruz-Roa. 1-4 [doi]
- Evaluation of Dataset Distribution in Biomedical Image Classification Against Image Acquisition DistortionsSantiago Aguilera-González, Diego Renza, Ernesto Moya-Albor. 1-6 [doi]
- Effects of Target Images on Outputs of Style-Transfer Generative Models for Brain MRI HarmonizationSiddharth Narula, Shruti Prashant Gadewar, Elizabeth Haddad, Alyssa H. Zhu, Sunanda Somu, Iyad Ba Gari, Neda Jahanshad. 1-5 [doi]
- An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning TechniquesMedha Pappula, Syed Muhammed Anwar. 1-4 [doi]
- Fairness in Healthcare: Assessing Data Bias and Algorithmic FairnessFarzaneh Dehghani, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento. 1-6 [doi]
- Magnetic Resonance Imaging based Texture Analysis Predicts Conversion to Mild Cognitive Impairment and Alzheimer DiseaseBino A. Varghese, Shubham Arun Gujar, Steven Yong Cen, Xiaomeng Lei, Darryl H. Hwang, Giuseppe Barisano, Nasim Sheikh-Bahaei. 1-7 [doi]
- How Does Your Brain Process Words? EEG and ET Co-Registration in a Reading Task Among Chilean University StudentsMaria Troncoso-Seguel, Mabel Urrutia, Claudio Bustos, Pamela Guevara, Esteban J. Pino. 1-4 [doi]
- BundleAGE: Predicting White Matter Age using Along-Tract Microstructural Profiles from Diffusion MRIYixue Feng 0001, Julio E. Villalon-Reina, Talia M. Nir, Bramsh Qamar Chandio, Neda Jahanshad, Paul M. Thompson. 1-4 [doi]
- Tiny Lungs, Big Challenges: Pediatric and Premature Lung Segmentation using Deep LearningHareem Nisar, Abhijeet Parida, Syed Muhammad Anwar, Gustavo Nino, Maria C. Rujana, Marius George Linguraru. 1-5 [doi]
- Enhancing fMRS Data Quality and GABA Quantification Using SpectroViT: A Deep Learning Reconstruction ApproachWesna Simone B. Araujo, Ricardo Cesar G. Landim, Thiago Bulhões da Silva Costa, Elvis Lira da Silva, Gabriela Castellano, Letícia Rittner. 1-5 [doi]
- Evaluating Regions of Clinical Interest Generated by Deep Recurrent Attention Models in Histological ImagesJulián Orlando Rodriguez Villamizar, Daniel Felipe Rueda Mariño, David Romo-Bucheli. 1-4 [doi]
- Assessing MedSAM's Generalization to White Matter Hyperintensities in Magnetic Resonance ImagingJoany Rodrigues, Diedre Carmo, Letécia Rittner. 1-5 [doi]
- FLAIR Synthesis Including Ischemic Lesion-Aware Mechanisms from NCCT SequencesGustavo Garzón, Gysselis Vásquez, Santiago Gómez, Daniel Mantilla, Paúl Camacho, Fabio Martínez. 1-4 [doi]
- Exploring Complex Human-Prosthetic Interactions: Musculoskeletal Models for Biomechanical AnalysisAdan Domínguez-Ruiz, Edgar Omar López-Caudana, Oscar Loyola, Pedro Ponce Cruz. 1-6 [doi]
- Brain Symmetry Index Correlates with Time After Stroke and Lower Limb FunctionBruna M. Carlos, Lucas T. Menezes, Pedro Felipe Giarusso de Vazquez, Saulo S. Feitosa, Júlia D. Pereira, Larissa L. Pontes, Sara R. M. Almeida, Cassio V. Ruas, Gabriela Castellano. 1-4 [doi]
- SERAU-Net: Snapshot Ensemble-Aided Region-Aware Attention-Based U-Net for Skin Lesion SegmentationSujan Sarkar, Saptarshi Pani, Alexander S. Voznesensky, Dmitrij Kaplun, Ram Sarkar. 1-4 [doi]
- ViT-Based Automated Detection of Cervical Intraepithelial Neoplasia in Colposcopy ImagesCamilo A. Tenjo, Paula C. Moreno, Oscar J. Perdomo. 1-4 [doi]
- Skin Lesion Classification using a Decentralized Peer-to-Peer Federated Learning FrameworkSujan Sarkar, Siddhant Majumder, Diptarka Mandal, Vyacheslav Gulvanskii, Dmitrii Kaplun, Ram Sarkar. 1-4 [doi]
- AI-based Automatic Segmentation of Sinonasal Cavity in Cone-Beam Computed TomographyJ. Illescas, M. Pérez, Julio Fajardo, A. Lara, F. Reyna. 1-4 [doi]
- Comparative Analysis of Deep Neural Network Architectures for Heart Disease Classification in Electrocardiography SignalsAndrés Munõz, Juan Torres-Santamaria, Marcela Iregui, Eduardo Romero 0001, Angel Cruz-Roa. 1-4 [doi]
- Investigating the Effects of Computed Tomography Reconstruction Settings from Multiple Scanners on IBSI Compliant Radiomic FeaturesKatharine Sweetland, Vinay A. Duddalwar, Bino A. Varghese, Darryl H. Hwang. 1-21 [doi]
- Longitudinal Multi-Site Modeling of Brain Atrophy Trajectories Associated with Amyloid and TauSunanda Somu, Alyssa H. Zhu, Siddharth Narula, Neda Jahanshad, Talia M. Nir. 1-5 [doi]
- Optical Fiber Force Myography Sensor for Fatigue Estimation in Functional Electrostimulation-induced Rehabilitation SystemsJulio Fajardo, Andrea Lara, Eric Fujiwara, Eric Rohmer. 1-4 [doi]
- On the Interpretability of AI Cardiovascular Risk ModelsJean C. Polo, Marcela Iregui, Alexander Cerón, Wilson J. Sarmiento, Angel Cruz-Roa, Eduardo Romero 0001, R. E. Gutiérrez-Carvajal. 1-4 [doi]
- CEM Radiomics for Distinguishing Benign vs Malignant Lesions in Patients with Invasive Breast Cancer or Benign Breast LesionsJacquelyn Fields, Steven Y. Cen, Xiaomeng Lei, Matthew Chang, Ketki Kinkar, Shubham Arun Gujar, Sandy Lee, Linda H. Larsen, Mary Yamashita, Darryl H. Hwang, Mariam Thomas, Bino A. Varghese. 1-8 [doi]
- Domain Adaptation Strategies Based on Color Normalisation for Histological Image ClassificationJuan Camilo Bayona Quesada, Angie Julieth Fuentes Barragán, Gabriel Eduardo Perez, David Romo-Bucheli. 1-4 [doi]
- Systematic Approach to Identifying Sources of Variation in CT Radiomics: A Phantom StudyNeha Yadav, Andrew Turangan, Huawei Han, Xiaomeng Lei, Darryl H. Hwang, Steven Y. Cen, Joshua Levy, Kristin Jensen, David J. Goodenough, Bino A. Varghese. 1-4 [doi]
- Improving Prenatal Alcohol Exposure classification using Data Augmentation in 3D Convolutional Neural NetworksKauê T. N. Duarte, Anik Das, Catherine Lebel, Mariana P. Bento. 1-4 [doi]
- Fast White Matter Fiber Clustering Using Variational Autoencoder Latent SpaceSebastián Navarrete, Jean-François Mangin, Cecilia Hernández, Pamela Guevara. 1-5 [doi]
- Non-Contact Respiratory Rate Estimation in Newborns During Quiet Sleep Using Video Magnification Techniques and a 3D Convolutional Neural NetworkAndrés Escobedo-Gordillo, Orlando Yael Rivas-Scott, Jorge Brieva, Ernesto Moya-Albor, Sandie Cabon, Fabienne Porée, Patrick Pladys. 1-5 [doi]
- Automated Detection and Segmentation of Breast Lesions in Contrast-Enhanced MammogramsKetki Kinkar, Steven Y. Cen, Shubham Arun Gujar, Rahatul Jannat, Xiaomeng Lei, Jacquelyn Fields, Matthew Chang, Mariam Thomas, Mary Yamashita, Bino A. Varghese. 1-5 [doi]