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ORCIDAhmad Wisnu Mulyadi
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2020 – today
- 2024
[j4]Seungwoo Jeong
, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk:
Deep Efficient Continuous Manifold Learning for Time Series Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 171-184 (2024)- 2023
- [j3]Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Kun Ho Lee, Heung-Il Suk:
Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning. NeuroImage 273: 120073 (2023) - [i6]Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk:
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals. CoRR abs/2310.03457 (2023) - [i5]Ahmad Wisnu Mulyadi, Heung-Il Suk:
KindMed: Knowledge-Induced Medicine Prescribing Network for Medication Recommendation. CoRR abs/2310.14552 (2023) - 2022
- [j2]Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk:
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. IEEE Trans. Cybern. 52(9): 9684-9694 (2022) - [c4]Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk:
Continuous Riemannian Geometric Learning for Sleep Staging Classification. BCI 2022: 1-2 - [i4]Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk:
XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning. CoRR abs/2207.13223 (2022) - 2021
- [j1]Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk:
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. IEEE Trans. Neural Networks Learn. Syst. 32(9): 4052-4062 (2021) - [c3]Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk:
ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding. ICDM 2021: 1162-1167 - [i3]Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk:
Efficient Continuous Manifold Learning for Time Series Modeling. CoRR abs/2112.03379 (2021) - 2020
- [i2]Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk:
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. CoRR abs/2003.00655 (2020) - [i1]Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk:
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. CoRR abs/2003.00662 (2020)
2010 – 2019
- 2019
- [c2]Eunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk:
Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction. IJCNN 2019: 1-7 - [c1]Wonsik Jung, Ahmad Wisnu Mulyadi, Heung-Il Suk:
Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression. MICCAI (4) 2019: 168-176
Coauthor Index
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