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Gustavo Perez Sarabia
Gustavo Perez Sarabia
Postdoctoral Scholar, University of California Berkeley (EECS)
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Automated lung cancer diagnosis using three-dimensional convolutional neural networks
G Perez, P Arbelaez
Medical & Biological Engineering & Computing. Springer, 2020
392020
StarcNet: Machine Learning for Star Cluster Identification
G Pérez, M Messa, D Calzetti, S Maji, DE Jung, A Adamo, M Siressi
The Astrophysical Journal 907 (2), 100, 2021
232021
Lung nodule malignancy prediction in sequential ct scans: Summary of isbi 2018 challenge
Y Balagurunathan, A Beers, M Mcnitt-Gray, L Hadjiiski, S Napel, ...
IEEE transactions on medical imaging 40 (12), 3748-3761, 2021
192021
Automated detection of lung nodules with three-dimensional convolutional neural networks
G Perez, P Arbelaez
Proc. SPIE 10572, 13th International Conference on Medical Information …, 2017
162017
Long‐term analysis of persistence and size of swallow and martin roosts in the US Great Lakes
MCTD Belotti, Y Deng, W Zhao, VF Simons, Z Cheng, G Perez, E Tielens, ...
Remote Sensing in Ecology and Conservation 9 (4), 469-482, 2023
82023
Quantifying long‐term phenological patterns of aerial insectivores roosting in the Great Lakes region using weather surveillance radar
Y Deng, MCTD Belotti, W Zhao, Z Cheng, G Perez, E Tielens, VF Simons, ...
Global Change Biology 29 (5), 1407-1419, 2023
62023
Domain Adaptors for Hyperspectral Images
G Pérez, S Maji
2022 26th International Conference on Pattern Recognition (ICPR), 3048-3055, 2022
62022
Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey
ST Linden, G Perez, D Calzetti, S Maji, M Messa, BC Whitmore, ...
The Astrophysical Journal 935 (2), 166, 2022
52022
DISCount: counting in large image collections with detector-based importance sampling
G Perez, S Maji, D Sheldon
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22294 …, 2024
42024
ZeoNet: 3D convolutional neural networks for predicting adsorption in nanoporous zeolites
Y Liu, G Perez, Z Cheng, A Sun, SC Hoover, W Fan, S Maji, P Bai
Journal of Materials Chemistry A 11 (33), 17570-17580, 2023
42023
Using spatiotemporal information in weather radar data to detect and track communal roosts
G Perez, W Zhao, Z Cheng, MCTD Belotti, Y Deng, VF Simons, E Tielens, ...
Remote Sensing in Ecology and Conservation, 2024
22024
An AI-Assisted Labeling Tool for Cataloging High-Resolution Images of Galaxies
G Perez, S Linden, T McQuaid, M Messa, D Calzetti, S Maji
NeurIPS 2022 Workshop AI for Science, 2022
22022
Feedback in emerging extragalactic star clusters, FEAST: The relation between 3.3 m PAH emission and Star Formation Rate traced by ionized gas in NGC 628
B Gregg, D Calzetti, A Adamo, V Bajaj, JE Ryon, ST Linden, M Correnti, ...
arXiv preprint arXiv:2405.09667, 2024
2024
Data to science with AI and human-in-the-loop
G Perez Sarabia
2024
Human in-the-Loop Estimation of Cluster Count in Datasets via Similarity-Driven Nested Importance Sampling
G Perez, D Sheldon, G Van Horn, S Maji
arXiv preprint arXiv:2312.05287, 2023
2023
Taking the Long View: Enhancing Learning On Multi-Temporal, High-Resolution, and Disparate Remote Sensing Data
S Correa, G Perez, P Jaramillo, J Taneja
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
2023
Developing 3D Convolutional Neural Networks (ZeoNet) for Predicting Adsorption in Nanoporous Zeolites
Y Liu, G Perez, Z Cheng, A Sun, S Hoover, W Fan, S Maji, P Bai
2023 AIChE Annual Meeting, 2023
2023
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
L Hadjiiski, S Napel, D Goldgof, G Perez, P Arbelaez, A Mehrtash, ...
IEEE Transactions on Medical Imaging 40 (12), 2021
2021
Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization
L Bravo, A Pardo, G Perez, P Arbelaez
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
2019
Detección de nódulos pulmonares en imágenes de tomografía computarizada utilizando visión por computador
G Perez
VIII Seminario Internacional de Ingeniería Biomédica, 35 - 36, 2016
2016
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