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19th SIPAIM 2023: Mexico City, Mexico
- 19th International Symposium on Medical Information Processing and Analysis, SIPAIM 2023, Mexico City, Mexico, November 15-17, 2023. IEEE 2023, ISBN 979-8-3503-2523-2
- Márcio Vinícius De Jesus Almeida, Gabriel Santos Martins Dias, Mateus Oliveira Da Silva, Letícia Rittner:
Magnetic Resonance Spectroscopy Fitting through Spectrogram and Vision Transformers. 1-5 - Adrien Foucart
, Arthur Elskens, Olivier Debeir, Christine Decaestecker:
Finding the best channel for tissue segmentation in whole-slide images. 1-4 - Josué Ruano, Diego Bravo, María Jaramillo, Martín Gómez, Javier Pascau, Fabio A. González, Eduardo Romero:
Generating synthetic endoscopy videos following a systematic screening protocol. 1-5 - Mauricio Caviedes, Fabián Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero:
An automatic classification of metaplasia in gastric histopathology images. 1-4 - Yarelis Prieto, Joaquín Molina, Mónica Otero, Jean-François Mangin, Cecilia Hernández, Wael El-Deredy, Pamela Guevara
Multiscale cortical parcellation based on geodesic distance and hierarchical clustering. 1-5 - F. A. S. Araujo, Nathalia D. Colares, U. P. Carvalho, Cicero F. F. Costa Filho, Marly G. F. Costa:
Plasmodium Life Cycle-Stage Classification on Thick Blood Smear Microscopy Images using Deep Learning: A Contribution to Malaria Diagnosis. 1-4 - John Mutersbaugh, Van Lam, Marius George Linguraur, Syed Muhammad Anwar:
Epileptic Seizure Classification using Multidimensional EEG Spectrograms. 1-4 - Claudio Román, Fernando Henríquez, Andrea Slachevsky, Patricia Lillo, Patricio Riquelme, Pamela Guevara
White Matter Bundles Linked to Cognitive Impairment in Alzheimer's Patients and Intermediate Stages. 1-5 - Esteban Avilés, Stefano E. Romero, Benjamín Castañeda:
An Ultrasound Transducer Tracking System Enhanced by Artificial Intelligence: A Camera-Based Approach. 1-4 - A. González, J. Illescas, D. González, M. Pérez, Julio Fajardo
Near-Infrared Spectroscopy Driven Human-Machine Interface based on Convolutional Neural Networks. 1-4 - Andrés Escobedo-Gordillo, Miguel Sepúlveda, Jesús Villa, Ximena Villanueva, Sebastián García-Casas, Fernando Díaz, Jorge Brieva, Ernesto Moya-Albor
sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methods. 1-5 - Caio Pinheiro Santana
DTI-based Corpus Callosum parcellation using the Tensorial Morphological Gradient and Self-Organizing Maps. 1-5 - Nikita Goel, Sophia I. Thomopoulos, Paul M. Thompson
Predicting Decline in Clinical Assessments of Alzheimer's Disease With Machine Learning and 3D Brain MRI. 1-4 - Anik Das, Kauê T. N. Duarte, Shannon Wong, Youssef Mamoun, Mariana Pinheiro Bento:
Comparative Skull Stripping Techniques on Pediatric Magnetic Resonance Imaging. 1-4 - Alexys Caytano, Sebastian Merino, Hans Trujillo, Benjamín Castañeda, Stefano E. Romero:
Comparison between U-Net and DeepLabV3 for Crawling Waves Sonoelastography approach. 1-4 - Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang:
High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. 1-5 - Diego Lopez-Bernal, David Balderas, Pedro Ponce, Arturo Molina:
Inner speech classification using inter-trial coherence framework for feature extraction. 1-6 - Dhanush Jain Mahaveera, Shubham Arun Gujar, Steven Y. Cen, Xiaomeng Lei, Darryl H. Hwang, Bino A. Varghese:
Pectoral Muscle Segmentation from Digital Mammograms Using a Transformative Approach. 1-5 - Julio E. Villalon-Reina, Alyssa H. Zhu, Talia M. Nir
Large-scale Normative Modeling of Brain Microstructure. 1-5 - German A. Pabon Ochoa, Diana L. Giraldo, Eduardo Romero:
Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment. 1-5 - Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang:
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation. 1-5 - Hans Trujillo, Sebastian Merino, Alexys Caytano, Benjamín Castañeda, Stefano E. Romero:
Modified Continuous Wavelet Transform Estimator for Crawling Waves Sonoelastography Using Normal Propagation. 1-4 - Katharine Sweetland, Karen Chu, Xiaomeng Lei, Steven Y. Cen, Vinay A. Duddalwar, Darryl H. Hwang, Bino A. Varghese:
Characterizing International Biomarker Standardization Initiative Image Features using Brodatz Textures. 1-5 - M. S. Nascimento, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
Detection of Malaria Parasites in Thick Blood Smear Images using Shallow Neural Networks and Digital Image Processing Techniques. 1-4 - Hesam Setayesh, Kunyu Li, Shubham Arun Gujar, Xiaomeng Lei, Vinay A. Duddalwar, Steven Y. Cen, Darryl H. Hwang, Bino A. Varghese:
Image Perturbation Analysis to Study the Effect of Noise on Radiomics Metrics: Phantom Study. 1-5 - Natalia Vidal, Sebastián Navarrete, Claudio Román, Josselin Houenou, Jean-François Mangin, Cecilia Hernández, Pamela Guevara
Comparing White Matter Fiber Bundle Segmentation Methods for Autism Prediction. 1-5 - Jonathan L. Le, Sean S. Kumar, Alireza Ghoreifi, Farshad S. Moghaddam, Hooman Djaladat, Darryl H. Hwang, Vinay A. Duddalwar:
Evaluating Radiologic Metrics of Sarcopenia and Body Fat in Parastomal Hernia Development After Cystectomy and Ileal Conduit Urinary Diversion. 1-6 - Shubham Arun Gujar, Xiaomeng Lei, Steven Y. Cen, Darryl H. Hwang, Bino A. Varghese:
Breast Lesion Classification using Radiomics-derived Regions of Interest on Mammograms. 1-5 - Yixing Wu, Alexander Shieh, Steven Y. Cen, Bino A. Varghese, Darryl H. Hwang, William Wallace, C.-C. Jay Kuo, Vinay A. Duddalwar:
Discriminant Radiomic Feature Selection for PD-L1 Prediction in Clear Cell Renal Cell Carcinoma. 1-5 - Johan Albarracin, Fabián Cano, Eduardo Romero, Angel Cruz-Roa:
A comparative analysis between two convolutional networks architectures for semantic segmentation of histopathology breast cancer images. 1-5 - Yousef Nademi, Sunil Vasu Kalmady, Weijie Sun, Amir Salimi, Abram Hindle, Padma Kaul, Russell Greiner:
Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case. 1-7 - Sandra L. Gomez Coronel
A Hermite Transform based Method for Physiological Signal Watermarking. 1-6 - Felix Martinez-Rios
A Transfer Learning Applied for Malaria Disease Detection on Blood Smear Images. 1-7 - María Jaramillo, Josué Ruano, Diego Bravo, Sebastian Medina
Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures. 1-5 - Lucas M. Torres, Otavio N. Pessoa, I. V. Correa, E. M. S. Soares, Anne de Souza Oliveira, Marly G. F. Costa, Cicero F. F. Costa Filho:
Identification of Digestive Tract Abnormalities on Endoscopic Images. 1-4 - Christian Escobar Arce, Patricio De La Cuadra Banderas:
Study of hyperparameters in the semantic segmentation of heart sounds. 1-7 - Daniel Colin Garnica, Ramon Cota-Aguiar, Israel Vaca-Palomares, Juan Fernández-Ruiz
Machine learning-based classification of children affected by malnutrition using multimodal sMRI and DTI brain images. 1-4 - Leila Nabulsi, Bramsh Qamar Chandio, Genevieve McPhilemy, Fiona M. Martyn, Gloria M. P. Roberts
Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI Tractometry. 1-5 - Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin D. Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé:
Automated Segmentation of the Hippocampus in Pediatric Imaging. 1-5 - Eileen Montoya Rodríguez, Jennifer Salguero López, David Becerra, Edgar Eduardo Romero Castro:
Estimation of the Survival Time of Ovarian Serous Carcinoma by approximating a Tumor Microenvironment. 1-4 - Dheeraj Komandur, Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu-Chiuan Chen, Dan Beavers, Greg Ver Steeg, Paul M. Thompson
Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction. 1-5 - Katharine Sweetland, Karen Chu, Xiaomeng Lei, Steven Y. Cen, Vinay A. Duddalwar, Bino A. Varghese, Darryl H. Hwang:
Effects of Reconstruction Filter Kernels in Computed Tomography on Radiomic Image Features. 1-5 - Mario González-Gutiérrez, Esley Torres-García, Adán Guerrero
Improving FLIM Resolution with Mean-Shift Super-Resolution Microscopy, an analytical approach. 1-6 - Tamoghna Chattopadhyay, Dheeraj Komandur, Jayati Naik, Ketaki Buwa, Saket Ozarkar, Sophia I. Thomopoulos, Paul M. Thompson
Can Structural MRIs be used to Detect Amyloid Positivity using Deep Learning? 1-4 - Diego Mellado
A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings. 1-5 - Andrés Romero-Arellano, Ernesto Moya-Albor
A Photoplethysmography Signal Encryption Approach Based on the Modular Derivative and Langton's Ant. 1-5 - Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang:
Hybrid Swin Deformable Attention U-Net for Medical Image Segmentation. 1-5 - Arthur Elskens, Adrien Foucart, Egor Zindy, Olivier Debeir, Christine Decaestecker:
Assessing Local Descriptors for Feature-Based Registration of Whole-Slide Images. 1-4 - Leonardo Lima, Pedro Santos, Bruno Ribeiro, Wallace Magalhães, Mikaela Kalline M. Serrão, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
Comparison of Convolutional Neural Network Performances in Pain Facial Expression Recognition. 1-4 - Felipe C. R. Salvagnini, Gerson O. Barbosa, Alexandre X. Falcão, Cid A. N. Santos:
Self-calibrated convolution towards glioma segmentation. 1-4 - Andrés Escobedo-Gordillo, Jorge Brieva, Ernesto Moya-Albor
A non-contact oxygen saturation estimation using Video Magnification and a Deep Learning method. 1-6 - Lauren Erdman, Mandy Rickard, Kyla N. Velear, Daniel Alvarez, Kunj Sheth, Armando J. Lorenzo, Bo Wang, Anna Goldenberg:
Moment-alignment domain adaptation in the few-shot and low-resource context. 1-6 - Jonathan Tarquino
UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid nodule. 1-5 - Danitza Bermejo, Piero G. Latorre-Quevedo
Comparison of interpolation techniques for 3D freehand ultrasound: A phantom experiment. 1-4 - Jully González Huertas, Jonnathan Tarquino Gonzalez
Exploring ADHD anatomic patterns by a multiresolution curvelet analysis. 1-5 - Diego Bravo, Sebastian Medina
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis. 1-5 - Yunier Prieur-Coloma, Felipe Torres, Pamela Guevara
Gaussian Processes Spectral Kernels Recover Brain Metastable Oscillatory Modes. 1-4 - 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
Along-Tract Parameterization of White Matter Microstructure using Medial Tractography Analysis (MeTA). 1-5 - Andrés Felipe Carrera-Pinzón, Leonard Toro-Quitian, Marcela Iregui Guerrero, Angel Cruz-Roa, R. E. Gutiérrez-Carvajal, Eduardo Romero:
Correlation of intraventricular blood patterns with the Ejection Fraction in ultrasound images. 1-4 - Leonard Toro-Quitian, Juan Camilo Torres, Andrés Felipe Carrera-Pinzón, R. E. Gutiérrez-Carvajal, Marcela Iregui Guerrero, Angel Cruz-Roa, Carlos Órtiz Davila, Eduardo Romero:
Automatic estimation of the ejection fraction from diastole and systole ultrasound images by a simplified end-to-end U-Net neural network. 1-5 - Abhijot S. Sidhu, Talal H. Shahid, Kauê T. N. Duarte, Rachel J. Sharkey, Cheryl R. McCreary, Bradley G. Goodyear, Richard Frayne:
Default Mode Network Segregation Decreases in Healthy Brain Aging. 1-4 - Stefano E. Romero, Emilio J. Ochoa, Benjamín Castañeda:
Automatic Region of Interest Detection as a Complement for Reverberant Shear Wave Elastography Assessment in Foot. 1-4 - Miguel-Angel Gil-Rios
Classification of Coronary Stenosis using a Support Vector Machine with Automatic Parameter Tuning. 1-4 - Alfredo Gonzalez-Ruiz, Armando Ortiz-Prado, Ismeli Alfonso-Lopez, Roberto Gonzalez-Ojeda:
In Vivo Human Vertebra Image Reconstruction and Mechanical Simulation. 1-6
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