Table of Contents

• Comparative Skull Stripping Techniques on Pediatric Magnetic Resonance ImagingAnik Das, Kauê T. N. Duarte, Shannon Wong, Youssef Mamoun, Mariana Pinheiro Bento. 1-4 [doi]
• A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer imagesJohan Albarracin, Fabián Cano, Eduardo Romero 0001, Angel Cruz-Roa. 1-5 [doi]
• Characterizing International Biomarker Standardization Initiative Image Features using Brodatz TexturesKatharine Sweetland, Karen Chu, Xiaomeng Lei, Steven Y. Cen, Vinay A. Duddalwar, Darryl H. Hwang, Bino A. Varghese. 1-5 [doi]
• Automated Segmentation of the Hippocampus in Pediatric ImagingRahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin D. Nelson, Sean C. L. Deoni, Yalin Wang 0001, Marius George Linguraru, Natasha Leporé. 1-5 [doi]
• A Photoplethysmography Signal Encryption Approach Based on the Modular Derivative and Langton's AntAndrés Romero-Arellano, Ernesto Moya-Albor, Alexia E. Pérez-Echeverría, Sandra L. Gomez Coronel, Jorge Brieva. 1-5 [doi]
• Comparison of interpolation techniques for 3D freehand ultrasound: A phantom experimentDanitza Bermejo, Piero G. Latorre-Quevedo, Carlos Zegarra, Ana Paula Alejos G, Stefano E. Romero, Benjamín Castañeda. 1-4 [doi]
• A Hermite Transform based Method for Physiological Signal WatermarkingSandra L. Gomez Coronel, Ernesto Moya-Albor, Jorge Brieva, Miguel-Angel Gil-Rios, Iván Cruz-Aceves, Claire Chalopin. 1-6 [doi]
• A non-contact oxygen saturation estimation using Video Magnification and a Deep Learning methodAndrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce. 1-6 [doi]
• Identification of Digestive Tract Abnormalities on Endoscopic ImagesL. M. Torres, O. N. Pessoa, I. V. Correa, E. M. S. Soares, Anne de Souza Oliveira, Marly G. F. Costa, Cicero F. F. Costa Filho. 1-4 [doi]
• Magnetic Resonance Spectroscopy Fitting through Spectrogram and Vision TransformersMárcio Vinícius De Jesus Almeida, Gabriel Santos Martins Dias, Mateus Oliveira Da Silva, Letícia Rittner. 1-5 [doi]
• Predicting Decline in Clinical Assessments of Alzheimer's Disease With Machine Learning and 3D Brain MRINikita Goel, Sophia I. Thomopoulos, Paul M. Thompson. 1-4 [doi]
• Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy ProceduresMaría Jaramillo, Josué Ruano, Diego Bravo, Sebastian Medina, Martín-Gómez, Fabio A. González 0001, Eduardo Romero 0001. 1-5 [doi]
• A Transfer Learning Applied for Malaria Disease Detection on Blood Smear ImagesFelix Martinez-Rios, Luis Alejandro Guillen Alvarez. 1-7 [doi]
• A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical FindingsDiego Mellado, Marvin Querales, Julio Sotelo, Eduardo Godoy, Fabian Pardo, Scarlett Lever, Stéren Chabert, Rodrigo Salas 0001. 1-5 [doi]
• Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound imagesAndrés Felipe Carrera-Pinzón, Leonard Toro-Quitian, Marcela Iregui Guerrero, Angel Cruz-Roa, R. E. Gutiérrez-Carvajal, Eduardo Romero 0001. 1-4 [doi]
• Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age predictionDheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu-Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson. 1-5 [doi]
• Exploring ADHD anatomic patterns by a multiresolution curvelet analysisJully González Huertas, Jonnathan Tarquino Gonzalez, Eduardo Romero 0001. 1-5 [doi]
• Moment-alignment domain adaptation in the few-shot and low-resource contextLauren Erdman, Mandy Rickard, Kyla N. Velear, Daniel Alvarez, Kunj Sheth, Armando J. Lorenzo, Bo Wang, Anna Goldenberg. 1-6 [doi]
• In Vivo Human Vertebra Image Reconstruction and Mechanical SimulationAlfredo Gonzalez-Ruiz, Armando Ortiz-Prado, Ismeli Alfonso-Lopez, Roberto Gonzalez-Ojeda. 1-6 [doi]
• Comparison of Convolutional Neural Network Performances in Pain Facial Expression RecognitionLeonardo Lima, Pedro Santos, Bruno Ribeiro, Wallace Magalhães, Mikaela Kalline M. Serrão, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho. 1-4 [doi]
• Evaluating Radiologic Metrics of Sarcopenia and Body Fat in Parastomal Hernia Development After Cystectomy and Ileal Conduit Urinary DiversionJonathan L. Le, Sean S. Kumar, Alireza Ghoreifi, Farshad S. Moghaddam, Hooman Djaladat, Darryl H. Hwang, Vinay A. Duddalwar. 1-6 [doi]
• Default Mode Network Segregation Decreases in Healthy Brain AgingAbhijot S. Sidhu, Talal H. Shahid, Kauê T. N. Duarte, Rachel J. Sharkey, Cheryl R. McCreary, Bradley G. Goodyear, Richard Frayne. 1-4 [doi]
• Study of hyperparameters in the semantic segmentation of heart soundsChristian Escobar Arce, Patricio De La Cuadra Banderas. 1-7 [doi]
• Pectoral Muscle Segmentation from Digital Mammograms Using a Transformative ApproachDhanush Jain Mahaveera, Shubham Arun Gujar, Steven Y. Cen, Xiaomeng Lei, Darryl H. Hwang, Bino A. Varghese. 1-5 [doi]
• Finding the best channel for tissue segmentation in whole-slide imagesAdrien Foucart, Arthur Elskens, Olivier Debeir, Christine Decaestecker. 1-4 [doi]
• White Matter Bundles Linked to Cognitive Impairment in Alzheimer's Patients and Intermediate StagesClaudio Román, Fernando Henríquez, Andrea Slachevsky, Patricia Lillo, Patricio Riquelme, Pamela Guevara, Wael El-Deredy. 1-5 [doi]
• Near-Infrared Spectroscopy Driven Human-Machine Interface based on Convolutional Neural NetworksA. González, J. Illescas, D. González, M. Pérez, J. Fajardo, A. Lara. 1-4 [doi]
• Automatic Region of Interest Detection as a Complement for Reverberant Shear Wave Elastography Assessment in FootStefano E. Romero, Emilio J. Ochoa, Benjamín Castañeda. 1-4 [doi]
• DTI-based Corpus Callosum parcellation using the Tensorial Morphological Gradient and Self-Organizing MapsCaio Santana, Thays Abreu, Joany Rodrigues, Paulo Rogério Julio, Simone Appenzeller, Letícia Rittner. 1-5 [doi]
• Machine learning-based classification of children affected by malnutrition using multimodal sMRI and DTI brain imagesDaniel Colin Garnica, Ramon Cota-Aguiar, Israel Vaca-Palomares, Juan Fernández-Ruiz, Nidiyare Hevia Montiel, Jorge Pérez-Gonzalez. 1-4 [doi]
• Improving FLIM Resolution with Mean-Shift Super-Resolution Microscopy, an analytical approachMario González-Gutiérrez, Esley Torres-García, Adán Guerrero. 1-6 [doi]
• Estimation of the Survival Time of Ovarian Serous Carcinoma by approximating a Tumor MicroenvironmentEileen Montoya Rodríguez, Jennifer Salguero López, David Becerra, Edgar Eduardo Romero Castro. 1-4 [doi]
• Assessing Local Descriptors for Feature-Based Registration of Whole-Slide ImagesArthur Elskens, Adrien Foucart, Egor Zindy, Olivier Debeir, Christine Decaestecker. 1-4 [doi]
• Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI TractometryLeila Nabulsi, Bramsh Qamar Chandio, Genevieve McPhilemy, Fiona M. Martyn, Gloria M. P. Roberts, Brian Hallahan, Udo Dannlowski, Tilo Kircher, Benno Haarman, Philip B. Mitchell, Colm McDonald, Dara M. Cannon, Ole A. Andreassen, Christopher R. K. Ching, Paul M. Thompson. 1-5 [doi]
• Epileptic Seizure Classification using Multidimensional EEG SpectrogramsJohn Mutersbaugh, Van Lam, Marius George Linguraur, Syed Muhammad Anwar. 1-4 [doi]
• Classification of Coronary Stenosis using a Support Vector Machine with Automatic Parameter TuningMiguel-Angel Gil-Rios, Iván Cruz-Aceves, Claire Chalopin, Jorge Brieva, Sandra L. Gomez Coronel, Ernesto Moya-Albor. 1-4 [doi]
• Exploring anatomical brain heterogeneity in subjects with mild cognitive impairmentGerman A. Pabon Ochoa, Diana L. Giraldo, Eduardo Romero 0001. 1-5 [doi]
• Hybrid Swin Deformable Attention U-Net for Medical Image SegmentationLichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang 0006. 1-5 [doi]
• sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methodsAndrés Escobedo-Gordillo, Miguel Sepúlveda, Jesús Villa, Ximena Villanueva, Sebastián García-Casas, Fernando Díaz, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce. 1-5 [doi]
• Inner speech classification using inter-trial coherence framework for feature extractionDiego Lopez-Bernal, David Balderas, Pedro Ponce, Arturo Molina 0001. 1-6 [doi]
• Along-Tract Parameterization of White Matter Microstructure using Medial Tractography Analysis (MeTA)Iyad Ba Gari, Shayan Javid, Alyssa H. Zhu, Shruti Prashant Gadewar, Siddharth Narula, Abhinaav Ramesh, Sophia I. Thomopoulos, Lachlan T. Strike, Greig I. de Zubicaray, Katie L. McMahon, Margaret J. Wright, Paul M. Thompson, Talia M. Nir, Neda Jahanshad. 1-5 [doi]
• Comparison between U-Net and DeepLabV3 for Crawling Waves Sonoelastography approachAlexys Caytano, Sebastian Merino, Hans Trujillo, Benjamín Castañeda, Stefano E. Romero. 1-4 [doi]
• Effects of Reconstruction Filter Kernels in Computed Tomography on Radiomic Image FeaturesKatharine Sweetland, Karen Chu, Xiaomeng Lei, Steven Y. Cen, Vinay A. Duddalwar, Bino A. Varghese, Darryl H. Hwang. 1-5 [doi]
• Gaussian Processes Spectral Kernels Recover Brain Metastable Oscillatory ModesYunier Prieur-Coloma, Felipe Torres, Pamela Guevara, Javier E. Contreras-Reyes, Wael El-Deredy. 1-4 [doi]
• Image Perturbation Analysis to Study the Effect of Noise on Radiomics Metrics: Phantom StudyHesam Setayesh, Kunyu Li, Shubham Arun Gujar, Xiaomeng Lei, Vinay A. Duddalwar, Steven Y. Cen, Darryl H. Hwang, Bino A. Varghese. 1-5 [doi]
• Detection of Malaria Parasites in Thick Blood Smear Images using Shallow Neural Networks and Digital Image Processing TechniquesM. S. Nascimento, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho. 1-4 [doi]
• Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution SegmentationLichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu 0001, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang 0006. 1-5 [doi]
• Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use CaseYousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Amir Salimi, Abram Hindle, Padma Kaul, Russell Greiner. 1-7 [doi]
• An Ultrasound Transducer Tracking System Enhanced by Artificial Intelligence: A Camera-Based ApproachEsteban Avilés, Stefano E. Romero, Benjamín Castañeda. 1-4 [doi]
• Discriminant Radiomic Feature Selection for PD-L1 Prediction in Clear Cell Renal Cell CarcinomaYixing Wu, Alexander Shieh, Steven Y. Cen, Bino A. Varghese, Darryl H. Hwang, William Wallace, C. C. Jay Kuo, Vinay A. Duddalwar. 1-5 [doi]
• Can Structural MRIs be used to Detect Amyloid Positivity using Deep Learning?Tamoghna Chattopadhyay, Dheeraj Komandur, Jayati Naik, Ketaki Buwa, Saket Ozarkar, Sophia I. Thomopoulos, Paul M. Thompson. 1-4 [doi]
• Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial AnalysisDiego Bravo, Sebastian Medina, Josué Ruano, María Jaramillo, Martín-Gómez, Fabio A. González 0001, Eduardo Romero 0001. 1-5 [doi]
• An automatic classification of metaplasia in gastric histopathology imagesMauricio Caviedes, Fabián Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero 0001. 1-4 [doi]
• Generating synthetic endoscopy videos following a systematic screening protocolJosué Ruano, Diego Bravo, María Jaramillo, Martín-Gómez, Javier Pascau, Fabio A. González 0001, Eduardo Romero 0001. 1-5 [doi]
• Comparing White Matter Fiber Bundle Segmentation Methods for Autism PredictionNatalia Vidal, Sebastián Navarrete, Claudio Román, Josselin Houenou, Jean-François Mangin, Cecilia Hernández, Pamela Guevara. 1-5 [doi]
• UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid noduleJonathan Tarquino, Angela Duque, Gina Sanchez, Andres Siabatto, Jose Miguel Quijano, David Becerra, Alejandro Vega, Eduardo Romero 0001. 1-5 [doi]
• High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway SegmentationShiyi Wang, Yang Nan 0002, Simon Walsh, Guang Yang 0006. 1-5 [doi]
• Self-calibrated convolution towards glioma segmentationFelipe C. R. Salvagnini, Gerson O. Barbosa, Alexandre X. Falcão, Cid A. N. Santos. 1-4 [doi]
• Modified Continuous Wavelet Transform Estimator for Crawling Waves Sonoelastography Using Normal PropagationHans Trujillo, Sebastian Merino, Alexys Caytano, Benjamín Castañeda, Stefano E. Romero. 1-4 [doi]
• Multiscale cortical parcellation based on geodesic distance and hierarchical clusteringYarelis Prieto, Joaquín Molina, Mónica Otero, Jean-François Mangin, Cecilia Hernández, Wael El-Deredy, Pamela Guevara. 1-5 [doi]
• Large-scale Normative Modeling of Brain MicrostructureJulio E. Villalon-Reina, Alyssa H. Zhu, Talia M. Nir, Sophia I. Thomopoulos, Emily Laltoo, Leila Kushan, Carrie E. Bearden, Neda Jahanshad, Paul M. Thompson. 1-5 [doi]
• Breast Lesion Classification using Radiomics-derived Regions of Interest on MammogramsShubham Arun Gujar, Xiaomeng Lei, Steven Y. Cen, Darryl H. Hwang, Bino A. Varghese. 1-5 [doi]
• Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural networkLeonard Toro-Quitian, Juan Camilo Torres, Andrés Felipe Carrera-Pinzón, R. E. Gutiérrez-Carvajal, Marcela Iregui Guerrero, Angel Cruz-Roa, Carlos Órtiz Davila, Eduardo Romero 0001. 1-5 [doi]
• Plasmodium Life Cycle-Stage Classification on Thick Blood Smear Microscopy Images using Deep Learning: A Contribution to Malaria DiagnosisF. A. S. Araujo, N. D. Colares, U. P. Carvalho, Cicero F. F. Costa Filho, Marly G. F. Costa. 1-4 [doi]