Interpretable machine learning predicts cardiac resynchronization therapy responses from personalized biochemical and biomechanical features
Haque, Anamul, Stubbs, Doug, Hubig, Nina C, Spinale, Francis G, Richardson, William J
Published in BMC medical informatics and decision making (31.10.2022)
Published in BMC medical informatics and decision making (31.10.2022)
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Journal Article
Literature Analysis on Ontologies Applied in Clinical Decision Support Systems
Jing, Xia, Min, Hua, Gong, Yang, Biondich, Paul, Robinson, David, Law, Timothy D, Nohr, Christian G, Faxvaag, Arild, Rennert, Lior, Hubig, Nina C, Gimbel, Ronald W
Published in Studies in health technology and informatics (25.01.2024)
Published in Studies in health technology and informatics (25.01.2024)
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Journal Article
Ontologies Applied in Clinical Decision Support System Rules: Systematic Review
Jing, Xia, Min, Hua, Gong, Yang, Biondich, Paul, Robinson, David, Law, Timothy, Nohr, Christian, Faxvaag, Arild, Rennert, Lior, Hubig, Nina, Gimbel, Ronald
Published in JMIR medical informatics (19.01.2023)
Published in JMIR medical informatics (19.01.2023)
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Journal Article
Opening the Black Box of Family-Based Treatments: An Artificial Intelligence Framework to Examine Therapeutic Alliance and Therapist Empathy
Cunningham, Phillippe B., Gilmore, Jordon, Naar, Sylvie, Preston, Stephanie D., Eubanks, Catherine F., Hubig, Nina Christina, McClendon, Jerome, Ghosh, Samiran, Ryan-Pettes, Stacy
Published in Clinical child and family psychology review (01.12.2023)
Published in Clinical child and family psychology review (01.12.2023)
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Journal Article
A Systematic Approach to Configuring MetaMap for Optimal Performance
Jing, Xia, Indani, Akash, Hubig, Nina, Min, Hua, Gong, Yang, Cimino, James J., Sittig, Dean F., Rennert, Lior, Robinson, David, Biondich, Paul, Wright, Adam, Nøhr, Christian, Law, Timothy, Faxvaag, Arild, Gimbel, Ronald
Published in Methods of information in medicine (01.12.2022)
Published in Methods of information in medicine (01.12.2022)
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Journal Article
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
Bakumenko, Alexander, Hlaváčková-Schindler, Kateřina, Plant, Claudia, Hubig, Nina C
Year of Publication 05.06.2024
Year of Publication 05.06.2024
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Journal Article
The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review
Scherbakov, Dmitry, Hubig, Nina, Jansari, Vinita, Bakumenko, Alexander, Lenert, Leslie A
Year of Publication 06.09.2024
Year of Publication 06.09.2024
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Journal Article
Active Density-Based Clustering
Mai, Son T., Xiao He, Hubig, Nina, Plant, Claudia, Bohm, Christian
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
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Conference Proceeding
Journal Article
Reusable Generic Clinical Decision Support System Module for Immunization Recommendations in Resource-Constraint Settings
Orlioglu, Samuil, Boobalan, Akash Shanmugan, Abanyie, Kojo, Boyce, Richard D, Min, Hua, Gong, Yang, Sittig, Dean F, Biondich, Paul, Wright, Adam, Nøhr, Christian, Law, Timothy, Robinson, David, Faxvaag, Arild, Hubig, Nina, Gimbel, Ronald, Rennert, Lior, Jing, Xia
Published in medRxiv : the preprint server for health sciences (23.09.2024)
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Published in medRxiv : the preprint server for health sciences (23.09.2024)
Journal Article
Active Learning Pipeline to Identify Candidate Terms for a CDSS Ontology
Jing, Xia, Goli, Rohan, Komatineni, Keerthana, Alluri, Shailesh, Hubig, Nina, Min, Hua, Gong, Yang, Sittig, Dean F, Biondich, Paul, Robinson, David, Nøhr, Christian, Faxvaag, Arild, Wright, Adam, Law, Timothy, Rennert, Lior, Gimbel, Ronald
Published in Studies in health technology and informatics (22.08.2024)
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Published in Studies in health technology and informatics (22.08.2024)
Journal Article
Keyphrase Identification Using Minimal Labeled Data with Hierarchical Context and Transfer Learning
Goli, Rohan, Hubig, Nina, Min, Hua, Gong, Yang, Sittig, Dean F, Rennert, Lior, Robinson, David, Biondich, Paul, Wright, Adam, Nøhr, Christian, Law, Timothy, Faxvaag, Arild, Weaver, Aneesa, Gimbel, Ronald, Jing, Xia
Published in medRxiv : the preprint server for health sciences (26.05.2023)
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Published in medRxiv : the preprint server for health sciences (26.05.2023)
Journal Article
Compression-Based Graph Mining Exploiting Structure Primitives
Jing Feng, Xiao He, Hubig, Nina, Bohm, Christian, Plant, Claudia
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
Published in 2013 IEEE 13th International Conference on Data Mining (01.12.2013)
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Conference Proceeding
Journal Article
Generalized Independent Subspace Clustering
Wei Ye, Maurus, Samuel, Hubig, Nina, Plant, Claudia
Published in 2016 IEEE 16th International Conference on Data Mining (ICDM) (01.12.2016)
Published in 2016 IEEE 16th International Conference on Data Mining (ICDM) (01.12.2016)
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Conference Proceeding