SIPAIM

Publications

2023

Nikita Goel, Sophia I. Thomopoulos, Paul M. Thompson
Predicting Decline in Clinical Assessments of Alzheimer's Disease With Machine Learning and 3D Brain MRI. SIPAIM (2023)
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. SIPAIM (2023)
Jonathan Tarquino, Angela Duque, Gina Sanchez, Andres Siabatto, Jose Miguel Quijano, David Becerra, Alejandro Vega, Eduardo Romero
UltraCytomic: A cross-scale exploration to improve risk estimation of the malignant thyroid nodule. SIPAIM (2023)
Esteban Avilés, Stefano E. Romero, Benjamín Castañeda
An Ultrasound Transducer Tracking System Enhanced by Artificial Intelligence: A Camera-Based Approach. SIPAIM (2023)
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. SIPAIM (2023)
Alexys Caytano, Sebastian Merino, Hans Trujillo, Benjamín Castañeda, Stefano E. Romero
Comparison between U-Net and DeepLabV3 for Crawling Waves Sonoelastography approach. SIPAIM (2023)
Diego Mellado, Marvin Querales, Julio Sotelo, Eduardo Godoy, Fabian Pardo, Scarlett Lever, Stéren Chabert, Rodrigo Salas
A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings. SIPAIM (2023)
Adrien Foucart, Arthur Elskens, Olivier Debeir, Christine Decaestecker
Finding the best channel for tissue segmentation in whole-slide images. SIPAIM (2023)
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. SIPAIM (2023)
Diego Lopez-Bernal, David Balderas, Pedro Ponce, Arturo Molina
Inner speech classification using inter-trial coherence framework for feature extraction. SIPAIM (2023)
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. SIPAIM (2023)
Caio Santana, Thays Abreu, Joany Rodrigues, Paulo Rogério Julio, Simone Appenzeller, Letícia Rittner
DTI-based Corpus Callosum parcellation using the Tensorial Morphological Gradient and Self-Organizing Maps. SIPAIM (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang
Hybrid Swin Deformable Attention U-Net for Medical Image Segmentation. SIPAIM (2023)
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. SIPAIM (2023)
Felipe C. R. Salvagnini, Gerson O. Barbosa, Alexandre X. Falcão, Cid A. N. Santos
Self-calibrated convolution towards glioma segmentation. SIPAIM (2023)
Hesam Setayesh, Kunyu Li, Shubham 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. SIPAIM (2023)
Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé
Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM (2023)
Hans Trujillo, Sebastian Merino, Alexys Caytano, Benjamín Castañeda, Stefano E. Romero
Modified Continuous Wavelet Transform Estimator for Crawling Waves Sonoelastography Using Normal Propagation. SIPAIM (2023)
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. SIPAIM (2023)
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. SIPAIM (2023)
A. González, J. Illescas, D. González, M. Pérez, J. Fajardo, A. Lara
Near-Infrared Spectroscopy Driven Human-Machine Interface based on Convolutional Neural Networks. SIPAIM (2023)
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? SIPAIM (2023)
Leila Nabulsi, Bramsh Qamar Chandio, Genevieve McPhilemy, Fiona M. Martyn, Gloria 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
Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI Tractometry. SIPAIM (2023)
Jully González Huertas, Jonnathan Tarquino Gonzalez, Eduardo Romero
Exploring ADHD anatomic patterns by a multiresolution curvelet analysis. SIPAIM (2023)
Julio E. Villalon-Reina, Alyssa H. Zhu, Talia M. Nir, Sophia I. Thomopoulos, Emily Laltoo, Leila Kushan, Carrie E. Bearden, Neda Jahanshad, Paul M. Thompson
Large-scale Normative Modeling of Brain Microstructure. SIPAIM (2023)
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. SIPAIM (2023)
John Mutersbaugh, Van Lam, Marius George Linguraur, Syed Muhammad Anwar
Epileptic Seizure Classification using Multidimensional EEG Spectrograms. SIPAIM (2023)
19th International Symposium on Medical Information Processing and Analysis, SIPAIM 2023, Mexico City, Mexico, November 15-17, 2023 SIPAIM (2023)
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. SIPAIM (2023)
Arthur Elskens, Adrien Foucart, Egor Zindy, Olivier Debeir, Christine Decaestecker
Assessing Local Descriptors for Feature-Based Registration of Whole-Slide Images. SIPAIM (2023)
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. SIPAIM (2023)
F. A. S. Araujo, N. 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. SIPAIM (2023)
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
Along-Tract Parameterization of White Matter Microstructure using Medial Tractography Analysis (MeTA). SIPAIM (2023)
Márcio Vinícius De Jesus Almeida, Gabriel Santos Martins Dias, Mateus Oliveira Da Silva, Letícia Rittner
Magnetic Resonance Spectroscopy Fitting through Spectrogram and Vision Transformers. SIPAIM (2023)
L. 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
Identification of Digestive Tract Abnormalities on Endoscopic Images. SIPAIM (2023)
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. SIPAIM (2023)
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. SIPAIM (2023)
Mauricio Caviedes, Fabian Cano, David Becerra, Angel Cruz-Roa, Eduardo Romero
An automatic classification of metaplasia in gastric histopathology images. SIPAIM (2023)
Claudio Román, Fernando Henríquez, Andrea Slachevsky, Patricia Lillo, Patricio Riquelme, Pamela Guevara, Wael El-Deredy
White Matter Bundles Linked to Cognitive Impairment in Alzheimer's Patients and Intermediate Stages. SIPAIM (2023)
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. SIPAIM (2023)
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. SIPAIM (2023)
Diego Bravo, Sebastian Medina, Josué Ruano, María Jaramillo, Martín Gómez, Fabio A. González, Eduardo Romero
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis. SIPAIM (2023)
German A. Pabon Ochoa, Diana L. Giraldo, Eduardo Romero
Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment. SIPAIM (2023)
Felix Martinez-Rios, Luis Alejandro Guillen Alvarez
A Transfer Learning Applied for Malaria Disease Detection on Blood Smear Images. SIPAIM (2023)
Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang
High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. SIPAIM (2023)
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. SIPAIM (2023)
Danitza Bermejo, Piero G. Latorre-Quevedo, Carlos Zegarra, Ana Paula Alejos G, Stefano E. Romero, Benjamín Castañeda
Comparison of interpolation techniques for 3D freehand ultrasound: A phantom experiment. SIPAIM (2023)
Andrés Escobedo-Gordillo, Miguel Sepúlveda, Jesús Villa, Ximena Villanueva, Sebastián García-Casas, Fernando Díaz, Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce
sEMG based hand gesture recognition for rehabilitation prosthetics based on machine learning methods. SIPAIM (2023)
Christian Escobar Arce, Patricio De La Cuadra Banderas
Study of hyperparameters in the semantic segmentation of heart sounds. SIPAIM (2023)
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. SIPAIM (2023)