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Catalina Gómez Caballero
Catalina Gómez Caballero
Computer Science, Johns Hopkins University
Dirección de correo verificada de jhu.edu - Página principal
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Año
Automatic seizure detection based on imaged-EEG signals through fully convolutional networks
C Gómez, P Arbeláez, M Navarrete, C Alvarado-Rojas, M Le Van Quyen, ...
Scientific reports 10 (1), 21833, 2020
832020
Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review
H Chen, C Gomez, CM Huang, M Unberath
NPJ digital medicine 5 (1), 156, 2022
642022
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
322022
Classifying image sequences of astronomical transients with deep neural networks
C Gómez, M Neira, M Hernández Hoyos, P Arbeláez, JE Forero-Romero
Monthly Notices of the Royal Astronomical Society 499 (3), 3130-3138, 2020
262020
Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement
C Gomez Caballero, M Unberath, CM Huang
International Journal of Human-Computer Studies 172, 102977, 2023
132023
Mantra: A machine-learning reference light-curve data set for astronomical transient event recognition
M Neira, C Gómez, JF Suárez-Pérez, DA Gómez, JP Reyes, MH Hoyos, ...
The Astrophysical Journal Supplement Series 250 (1), 11, 2020
132020
Smart pooling: AI-powered COVID-19 testing
M Escobar, G Jeanneret, L Bravo-Sánchez, A Castillo, C Gómez, ...
medrxiv, 2020.07. 13.20152983, 2020
132020
Cerberus: A multi-headed network for brain tumor segmentation
L Daza, C Gómez, P Arbeláez
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
62021
Direct gene expression profile prediction for uveal melanoma from digital cytopathology images via deep learning and salient image region identification
TYA Liu, H Chen, C Gomez, ZM Correa, M Unberath
Ophthalmology Science 3 (1), 100240, 2023
42023
An interpretable Algorithm for uveal melanoma subtyping from whole slide cytology images
H Chen, TY Liu, C Gomez, Z Correa, M Unberath
arXiv preprint arXiv:2108.06246, 2021
42021
How Time Pressure in Different Phases of Decision-Making Influences Human-AI Collaboration
S Cao, C Gomez, CM Huang
Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-26, 2023
32023
INTRPRT: a systematic review of and guidelines for designing and validating transparent AI in medical image analysis
H Chen, C Gomez, CM Huang, M Unberath
arXiv preprint arXiv:2112.12596, 2021
32021
Visualization in 2D/3D registration matters for assuring technology-assisted image-guided surgery
SM Cho, RB Grupp, C Gomez, I Gupta, M Armand, G Osgood, RH Taylor, ...
International Journal of Computer Assisted Radiology and Surgery 18 (6 …, 2023
22023
Smart pooling: AI-powered COVID-19 informative group testing
M Escobar, G Jeanneret, L Bravo-Sánchez, A Castillo, C Gómez, ...
Scientific Reports 12 (1), 6519, 2022
22022
Recognition of skin melanoma through dermoscopic image analysis
C Gómez, DS Herrera
13th International Conference on Medical Information Processing and Analysis …, 2017
22017
Predicting the Gene Expression Profile of Uveal Melanoma Fom Digital Cytopathology via Salient Image Region Identification
TY Liu, H Chen, C Gomez, Z Correa, M Unberath
Haomin and Gomez, Catalina and Correa, Zelia and Unberath, Mathias …, 2021
12021
Semantic Segmentation of Kidney Tumor Using Convolutional Neural Networks
L Daza, C Gómez, P Arbeláez
University of Minnesota Libraries Publishing, 2019
12019
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review
C Gomez, SM Cho, S Ke, CM Huang, M Unberath
arXiv preprint arXiv:2310.19778, 2023
2023
Learning to segment brain tumors
L Daza, C Gómez, P Arbeláez
15th International Symposium on Medical Information Processing and Analysis …, 2020
2020
Smart Pooling: AI-powered COVID-19 testing (preprint)
M Escobar, G Jeanneret, L Bravo-Sánchez, A Castillo, C Gómez, ...
2020
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