Ahmad Wisnu Mulyadi

17 papers A* 1B 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A quantitatively interpretable model for Alzheimer's disease prediction using deep counterfactuals.
NeuroImage
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
2025 J jnl
Talk2Biomodels: AI agent-based open-source LLM initiative for kinetic biological models.
BMC Bioinform.
Lilija Wehling, Gurdeep Singh, Ahmad Wisnu Mulyadi, Rakesh Hadne Sreenath, Henning Hermjakob, Tung V. N. Nguyen, Thomas Rückle, Mohammed H. Mosa, Henrik Cordes, Tommaso Andreani, Thomas Klabunde, Rahuman S. Malik-Sheriff, Douglas McCloskey
2024 J jnl
Deep Efficient Continuous Manifold Learning for Time Series Modeling.
IEEE Trans. Pattern Anal. Mach. Intell.
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2024 — conf
Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis Prediction.
ICPRAI (1)
Wooyeol Park, Ahmad Wisnu Mulyadi, Eunsong Kang, Heung-Il Suk
2023 J jnl
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals.
CoRR
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
2023 J jnl
Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning.
NeuroImage
Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Kun Ho Lee, Heung-Il Suk
2023 J jnl
KindMed: Knowledge-Induced Medicine Prescribing Network for Medication Recommendation.
CoRR
Ahmad Wisnu Mulyadi, Heung-Il Suk
2022 — conf
Continuous Riemannian Geometric Learning for Sleep Staging Classification.
BCI
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2022 J jnl
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series.
IEEE Trans. Cybern.
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
2022 J jnl
XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning.
CoRR
Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk
2021 A* conf
ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding.
ICDM
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk
2021 J jnl
Efficient Continuous Manifold Learning for Time Series Modeling.
CoRR
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2021 J jnl
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
2020 J jnl
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series.
CoRR
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
2020 J jnl
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.
CoRR
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
2019 B conf
Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction.
IJCNN
Eunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk
2019 — conf
Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression.
MICCAI (4)
Wonsik Jung, Ahmad Wisnu Mulyadi, Heung-Il Suk