Mayumi Kamada

16 papers Misc 2Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Accelerating Drug Discovery through Semantic Data Integration and Machine Learning: From Biomedical Knowledge Graphs to Predictive Models.
ISWC (Industry/Doctoral Consortium/Posters/Demos)
Toshiaki Katayama, Shuichi Kawashima, Ryosuke Kojima, Takuto Koyama, Mayumi Kamada, Yuki Moriya
2025 — conf
RDF resources for biomedical research.
SWAT4HCLS
Mayumi Kamada, Shuichi Kawashima, Toshiaki Katayama
2023 J jnl
A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data.
CoRR
Aya Nakamura, Ryosuke Kojima, Yuji Okamoto, Eiichiro Uchino, Yohei Mineharu, Yohei Harada, Mayumi Kamada, Manabu Muto, Motoko Yanagita, Yasushi Okuno
2023 J jnl
An end-to-end framework for gene expression classification by integrating a background knowledge graph: application to cancer prognosis prediction.
CoRR
Kazuma Inoue, Ryosuke Kojima, Mayumi Kamada, Yasushi Okuno
2023 J jnl
Network-based prediction approach for cancer-specific driver missense mutations using a graph neural network.
BMC Bioinform.
Narumi Hatano, Mayumi Kamada, Ryosuke Kojima, Yasushi Okuno
2022 J jnl
GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network.
CoRR
Atsuko Takagi, Mayumi Kamada, Eri Hamatani, Ryosuke Kojima, Yasushi Okuno
2019 — conf
Med2RDF: Semantic Biomedical Knowledge-base and APIs for the Clinical Genome Medicine.
SWAT4HCLS
Mayumi Kamada, Toshiaki Katayama, Shuichi Kawashima, Ryosuke Kojima, Masahiko Nakatsui, Yasushi Okuno
2019 J jnl
Toward more accurate prediction of caspase cleavage sites: a comprehensive review of current methods, tools and features.
Briefings Bioinform.
Yu Bao, Simone Marini, Takeyuki Tamura, Mayumi Kamada, Shingo Maegawa, Hiroshi Hosokawa, Jiangning Song, Tatsuya Akutsu
2018 J jnl
Improving conditional random field model for prediction of protein-RNA residue-base contacts.
Quant. Biol.
Morihiro Hayashida, Noriyuki Okada, Mayumi Kamada, Hitoshi Koyano
2017 — conf
Construction of Knowledge-Base for Clinical Interpretation of Genomic Variants.
SWAT4LS
Mayumi Kamada, Toshiaki Katayama, Shuichi Kawashima, Ryosuke Kojima, Masahiko Nakatsui, Yasushi Okuno
2013 J jnl
Prediction of protein-RNA residue-base contacts using two-dimensional conditional random field with the lasso.
BMC Syst. Biol.
Morihiro Hayashida, Mayumi Kamada, Jiangning Song, Tatsuya Akutsu
2012 — conf
Predicting protein-RNA residue-base contacts using two-dimensional conditional random field.
ISB
Morihiro Hayashida, Mayumi Kamada, Jiangning Song, Tatsuya Akutsu
2011 J jnl
Conditional random field approach to prediction of protein-protein interactions using domain information.
BMC Syst. Biol.
Morihiro Hayashida, Mayumi Kamada, Jiangning Song, Tatsuya Akutsu
2011 J jnl
Prediction using step-wise L1, L2 regularization and feature selection for small data sets with large number of features.
BMC Bioinform.
Ozgur Demir-Kavuk, Mayumi Kamada, Tatsuya Akutsu, Ernst-Walter Knapp
2009 Misc conf
Clustering the Temporal Sequences Feature of 3D Protein Structure.
PDPTA
Mayumi Kamada, Sachi Kimura, Mikito Toda, Masami Takata, Kazuki Joe
2008 Misc conf
Construction of an Ethanol-Tolerant Yeast Model using the E-cell System.
PDPTA
Mayumi Kamada, Natsu Nakajima, Chisato Ishikawa, Masami Takata, Kazuki Joe