Iam Palatnik de Sousa

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Automatic Segmentation

Standard Learning Algorithms

Cancer Diagnosis

Top Venues

Publications

Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
Evolved explainable classifications for lymph node metastases. Neural Networks 148 (2022)
Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers. Sensors 21 (16) (2021)
Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability. MICCAI (3) (2021)
Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
Approximate Explanations for Classification of Histopathology Patches. PKDD/ECML Workshops (2020)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Evolved Explainable Classifications for Lymph Node Metastases. CoRR (2020)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning. INNSBDDL (2019)
Iam Palatnik de Sousa, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Costa da Silva
Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases. Sensors 19 (13) (2019)
Iam Palatnik de Sousa
Convolutional ensembles for Arabic Handwritten Character and Digit Recognition. PeerJ Comput. Sci. 4 (2018)