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2020 – today
- 2025
[j3]Leonardo Antunes Ferreira
, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Disclosing neonatal pain in real-time: AI-derived pain sign from continuous assessment of facial expressions. Comput. Biol. Medicine 189: 109908 (2025)- [c6]Craig Pirie, Leonardo Antunes Ferreira, Gabriel de Almeida Sá Coutrin, Lucas Pereira Carlini, Carlos Francisco Moreno-García, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz, Rafael Nobre Orsi, Nirmalie Wiratunga:
Understanding Disagreement Between Humans and Machines in XAI: Robustness, Fidelity, and Region-Based Explanations in Automatic Neonatal Pain Assessment. xAI (5) 2025: 274-298 - 2024
- [j2]Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Leonardo Antunes Ferreira, Juliana do Carmo Azevedo Soares, Giselle V. T. Silva, Tatiany Marcondes Heiderich, Rita C. X. Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks. Artif. Intell. Medicine 147: 102724 (2024) - 2023
- [j1]Fernanda Goyo Tamanaka, Lucas Pereira Carlini, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos E. Thomaz:
Neonatal pain assessment: A Kendall analysis between clinical and visually perceived facial features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(3): 331-340 (2023) - [c5]Leonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Revisiting N-CNN for Clinical Practice. PRIME@MICCAI 2023: 231-240 - [i1]Leonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Revisiting N-CNN for Clinical Practice. CoRR abs/2308.05877 (2023) - 2022
- [c4]Gabriel A. S. Coutrin, Lucas Pereira Carlini, Leonardo Antunes Ferreira, Tatiany M. Heiderich, Rita C. X. Balda, Marina C. M. Barros, Ruth Guinsburg, Carlos E. Thomaz:
Convolutional Neural Networks for Newborn Pain Assessment Using Face Images: A Quantitative and Qualitative Comparison. MICAD 2022: 503-513 - 2021
- [c3]Lucas Pereira Carlini, Leonardo Antunes Ferreira, Gabriel de Almeida Sá Coutrin, Victor V. Varoto, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos E. Thomaz:
A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment. SIBGRAPI 2021: 394-401 - 2020
- [c2]Lucas Pereira Carlini, Juliana C. A. Soares, Giselle V. T. Silva, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
A Visual Perception Framework to Analyse Neonatal Pain in Face Images. ICIAR (1) 2020: 233-243 - [c1]Lucas Pereira Carlini, Fernanda Goyo Tamanaka, Juliana C. A. Soares, Giselle V. T. Silva, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking. ICPR Workshops (2) 2020: 62-76
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