Iam Palatnik de Sousa

According to our database, Iam Palatnik de Sousa authored at least 7 papers between 2018 and 2022.

Collaborative distances:

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

2022

Evolved explainable classifications for lymph node metastases.

Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva

Neural Networks, 2022

2021

Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers.

Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva

Sensors, 2021

Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability.

Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Approximate Explanations for Classification of Histopathology Patches.

Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva

Proceedings of the ECML PKDD 2020 Workshops, 2020

2019

Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases.

Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva

Sensors, 2019

Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning.

Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018

Convolutional ensembles for Arabic Handwritten Character and Digit Recognition.

Iam Palatnik de Sousa

PeerJ Comput. Sci., 2018