White Matter Hyperintensities Segmentation Using Probabilistic TransUNet

no code implementations • 6 May 2023 • Muhammad Noor Dwi Eldianto, Muhammad Febrian Rachmadi, Wisnu Jatmiko

However, there are two common issues in the detection of WMH: high ambiguity and difficulty in detecting small WMH.

Semantic Segmentation

Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation

1 code implementation • 31 Mar 2023 • Lhuqita Fazry, Asep Haryono, Nuzulul Khairu Nissa, Sunarno, Naufal Muhammad Hirzi, Muhammad Febrian Rachmadi, Wisnu Jatmiko

The left ventricular of ejection fraction is one of the most important metric of cardiac function.

Assessor-Guided Learning for Continual Environments

1 code implementation • 21 Mar 2023 • Muhammad Anwar Ma'sum, Mahardhika Pratama, Edwin Lughofer, Weiping Ding, Wisnu Jatmiko

This paper proposes an assessor-guided learning strategy for continual learning where an assessor guides the learning process of a base learner by controlling the direction and pace of the learning process thus allowing an efficient learning of new environments while protecting against the catastrophic interference problem.

Continual Learning Incremental Learning +2

Distance-to-Mean Continuous Conditional Random Fields to Enhance Prediction Problem in Traffic Flow Data

no code implementations • 11 Jul 2017 • Sumarsih Condroayu Purbarani, Hadaiq Rolis Sanabila, Wisnu Jatmiko

This is twice the standard CCRF performance which can only decrease baseline error by 4. 582% at most.

Time Series Time Series Analysis