Search Results for author: Renato Hermoza

Found 4 papers, 4 papers with code

Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images

1 code implementation26 May 2022 Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

In this work, we propose a new training method that predicts survival time using all censored and uncensored data.

Survival Prediction

Post-hoc Overall Survival Time Prediction from Brain MRI

1 code implementation22 Feb 2021 Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

In this paper, we introduce a new post-hoc method for OS time prediction that does not require segmentation map annotation for training.

Brain Tumor Segmentation Segmentation +1

Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification

1 code implementation21 May 2020 Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

The deployment of automated systems to diagnose diseases from medical images is challenged by the requirement to localise the diagnosed diseases to justify or explain the classification decision.

Classification General Classification +2

3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network

1 code implementation17 Nov 2017 Renato Hermoza, Ivan Sipiran

We introduce a data-driven approach to aid the repairing and conservation of archaeological objects: ORGAN, an object reconstruction generative adversarial network (GAN).

3D Reconstruction Cultural Vocal Bursts Intensity Prediction +3

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