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Fig 1.

Outline of methodology.

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Fig 2.

Example of tree parsing.

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Table 1.

Example of entity relations extracted from an abstract using the biological context extraction module.

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Table 2.

Example of entity relations extracted by Context-assignment-based ABC model.

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Fig 3.

Example of MeSH hierarchical structure of Alzheimer’s disease.

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Fig 4.

Example of method to connect entity relations.

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Table 3.

The results of relation extraction.

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Table 4.

An example of entity relations in context-based ABC model.

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Table 5.

An example of entity relations in co-occurrence-based ABC model.

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Table 6.

The example of results from context-based ABC model (APOE–MAPT).

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Table 7.

Verification of B entities using the context-based ABC model (APOE—MAPT).

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Fig 5.

Change of precision according to biological context similarity threshold.

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Table 8.

Verification of B entities from the context-assignment-based ABC model (APOE-MAPT).

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Fig 6.

Comparison of Context-based, context-assignment based and co-occurrence based ABC model (APOE—MAPT).

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Table 9.

Verification of B entities from context-based ABC model (FUS-TARDBP).

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Table 10.

Verification of B entities from context-assignment based ABC model(FUS-TARDBP).

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Table 11.

Example of context in relation APP-PSEN1.

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Fig 7.

Precision, recall and F-measure of Context-based ABC model (APOE–MAPT).

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