Search Results for author: Fadillah Adamsyah Maani

Found 4 papers, 1 papers with code

CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis

no code implementations15 Mar 2024 Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun, Mohammad Yaqub

Deep learning (DL) models have been advancing automatic medical image analysis on various modalities, including echocardiography, by offering a comprehensive end-to-end training pipeline.

Representation Learning

SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast

no code implementations15 Mar 2024 Numan Saeed, Muhammad Ridzuan, Fadillah Adamsyah Maani, Hussain Alasmawi, Karthik Nandakumar, Mohammad Yaqub

Predicting the likelihood of survival is of paramount importance for individuals diagnosed with cancer as it provides invaluable information regarding prognosis at an early stage.

Survival Prediction

ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization

1 code implementation14 Mar 2024 Aleksandr Matsun, Numan Saeed, Fadillah Adamsyah Maani, Mohammad Yaqub

We evaluate our method on the complex task of multicenter histopathology image classification, comparing it against state-of-the-art (SOTA) SDG baselines.

Disentanglement Domain Generalization +2

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