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Evaluating Explanations From AI Algorithms for Clinical Decision-Making: A Social Science-Based Approach

IEEE journal of biomedical and health informatics, 2024-07, Vol.28 (7), p.4269-4280

2024

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ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units

IEEE journal of biomedical and health informatics, 2023-10, Vol.27 (10), p.1-11

2023

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Predicting synthetic lethal interactions using heterogeneous data sources

Bioinformatics, 2020-04, Vol.36 (7), p.2209-2216

2020

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Gaussian mixture copulas for high-dimensional clustering and dependency-based subtyping

Bioinformatics, 2020-01, Vol.36 (2), p.621-628

2020

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MetaBCC-LR: metagenomics binning by coverage and composition for long reads

Bioinformatics (Oxford, England), 2020-07, Vol.36 (Supplement_1), p.i3-i11

2020

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Deep collective matrix factorization for augmented multi-view learning

Machine learning, 2019-09, Vol.108 (8-9), p.1395-1420

2019

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Neural Collective Matrix Factorization for integrated analysis of heterogeneous biomedical data

Bioinformatics (Oxford, England), 2022-09, Vol.38 (19), p.4554-4561

2022

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Maximum likelihood reconstruction of ancestral networks by integer linear programming

Bioinformatics, 2021-05, Vol.37 (8), p.1083-1092

2021

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Vine copulas for mixed data : multi-view clustering for mixed data beyond meta-Gaussian dependencies

Machine learning, 2017-10, Vol.106 (9-10), p.1331-1357

2017

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ASTER: A Method to Predict Clinically Relevant Synthetic Lethal Genetic Interactions

IEEE journal of biomedical and health informatics, 2024-03, Vol.28 (3), p.1785-1796

2024

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Multi-disease Predictive Analytics: A Clinical Knowledge-aware Approach

ACM transactions on management information systems, 2021-09, Vol.12 (3), p.1-34

2021

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TIBA: a tool for phylogeny inference from rearrangement data with bootstrap analysis

Bioinformatics, 2012-12, Vol.28 (24), p.3324-3325

2012

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Clinical Decision Support for Stroke Using Multi–view Learning Based Models for NIHSS Scores

Trends and Applications in Knowledge Discovery and Data Mining, p.190-199

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ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2017, Vol.31 (1)

2017

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Inferring Concept Prerequisite Relations from Online Educational Resources

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2019, Vol.33 (1), p.9589-9594

2019

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RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2022, Vol.36 (4), p.4637-4645

2022

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Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks

Proceedings of the Web Conference 2021, 2021, p.1649-1660

2021

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Maximum Parsimony Analysis of Gene Copy Number Changes

Algorithms in Bioinformatics, 2015, Vol.9289, p.108-120

2015

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Sorting signed permutations by inversions in O(nlogn) time

Journal of computational biology, 2010-03, Vol.17 (3), p.489-501

2010

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Automatic Hierarchical Table of Contents Generation for Educational Videos

Companion Proceedings of the The Web Conference 2018, 2018, p.267-274

2018

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Hurdles and sorting by inversions: combinatorial, statistical, and experimental results

Journal of computational biology, 2009-10, Vol.16 (10), p.1339-1351

2009

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Sorting Signed Permutations by Inversions in O(nlogn) Time

Research in Computational Molecular Biology, p.386-399

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Fast and Accurate Phylogenetic Reconstruction from High-Resolution Whole-Genome Data and a Novel Robustness Estimator

Comparative Genomics, p.137-148

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Hurdles Hardly Have to Be Heeded

Comparative Genomics, p.241-251

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VideoKen: Automatic Video Summarization and Course Curation to Support Learning

Companion Proceedings of the The Web Conference 2018, 2018, p.239-242

2018

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Evaluating Explanations From AI Algorithms for Clinical Decision-Making: A Social Science-Based Approach

ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units

Predicting synthetic lethal interactions using heterogeneous data sources

Gaussian mixture copulas for high-dimensional clustering and dependency-based subtyping

MetaBCC-LR: metagenomics binning by coverage and composition for long reads

Deep collective matrix factorization for augmented multi-view learning

Neural Collective Matrix Factorization for integrated analysis of heterogeneous biomedical data

Maximum likelihood reconstruction of ancestral networks by integer linear programming

Vine copulas for mixed data : multi-view clustering for mixed data beyond meta-Gaussian dependencies

ASTER: A Method to Predict Clinically Relevant Synthetic Lethal Genetic Interactions

Multi-disease Predictive Analytics: A Clinical Knowledge-aware Approach

TIBA: a tool for phylogeny inference from rearrangement data with bootstrap analysis

Clinical Decision Support for Stroke Using Multi–view Learning Based Models for NIHSS Scores

ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets

Inferring Concept Prerequisite Relations from Online Educational Resources

RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning

Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks

Maximum Parsimony Analysis of Gene Copy Number Changes

Sorting signed permutations by inversions in O(nlogn) time

Automatic Hierarchical Table of Contents Generation for Educational Videos

Hurdles and sorting by inversions: combinatorial, statistical, and experimental results

Sorting Signed Permutations by Inversions in O(nlogn) Time

Fast and Accurate Phylogenetic Reconstruction from High-Resolution Whole-Genome Data and a Novel Robustness Estimator

Hurdles Hardly Have to Be Heeded

VideoKen: Automatic Video Summarization and Course Curation to Support Learning

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