Ahmad Wisnu Mulyadi

According to our database, Ahmad Wisnu Mulyadi authored at least 12 papers between 2019 and 2024.

Collaborative distances:

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

2024

Deep Efficient Continuous Manifold Learning for Time Series Modeling.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

2023

Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning.

Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Kun Ho Lee, Heung-Il Suk

NeuroImage, June, 2023

KindMed: Knowledge-Induced Medicine Prescribing Network for Medication Recommendation.

Ahmad Wisnu Mulyadi, Heung-Il Suk

CoRR, 2023

A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals.

Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk

CoRR, 2023

2022

Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series.

Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk

IEEE Trans. Cybern., 2022

XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning.

Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk

CoRR, 2022

Continuous Riemannian Geometric Learning for Sleep Staging Classification.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021

Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.

Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk

IEEE Trans. Neural Networks Learn. Syst., 2021

Efficient Continuous Manifold Learning for Time Series Modeling.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

CoRR, 2021

ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding.

Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk

Proceedings of the IEEE International Conference on Data Mining, 2021

2019

Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression.

Wonsik Jung, Ahmad Wisnu Mulyadi, Heung-Il Suk

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction.

Eunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk

Proceedings of the International Joint Conference on Neural Networks, 2019