Tatiany M. Heiderich

According to our database, Tatiany M. Heiderich authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks.

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

Artif. Intell. Medicine, January, 2024

2023

Neonatal pain assessment: A Kendall analysis between clinical and visually perceived facial features.

Fernanda Goyo Tamanaka, Lucas Pereira Carlini, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos E. Thomaz

Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023

Revisiting N-CNN for Clinical Practice.

Leonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

2022

Convolutional Neural Networks for Newborn Pain Assessment Using Face Images: A Quantitative and Qualitative Comparison.

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

Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2022

2021

A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment.

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

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

2020

Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking.

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

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A Visual Perception Framework to Analyse Neonatal Pain in Face Images.

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

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020