| Automated lung cancer diagnosis using three-dimensional convolutional neural networks G Perez, P Arbelaez Medical & Biological Engineering & Computing. Springer, 2020 | 38 | 2020 |
| 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 | 21 | 2021 |
| 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 | 17 | 2021 |
| 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 | 16 | 2017 |
| 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 | 6 | 2023 |
| Domain Adaptors for Hyperspectral Images G Pérez, S Maji 2022 26th International Conference on Pattern Recognition (ICPR), 3048-3055, 2022 | 6 | 2022 |
| 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 | 5 | 2023 |
| 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 | 4 | 2023 |
| 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 | 4 | 2022 |
| 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 | 2 | 2024 |
| 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 | 2 | 2022 |
| Using spatio-temporal information in weather radar data to detect and track communal bird roosts G Perez, W Zhao, Z Cheng, MC TD Belotti, Y Deng, VF Simons, E Tielens, ... bioRxiv, 2022.10. 28.513761, 2022 | 2 | 2022 |
| Data to science with AI and human-in-the-loop G Perez Sarabia | | 2024 |
| A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data W Zhao, G Perez, Z Cheng, MCTD Belotti, Y Deng, V Simons, EK Tielens, ... NeurIPS 2023 Computational Sustainability: Promises and Pitfalls from Theory …, 2023 | | 2023 |
| 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 |
Subhransu MajiUniversity of Massachusetts, AmherstVerified email at cs.umass.edu
