Supervised Learning Based Hypothesis Generation from Biomedical Literature

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td align="left">Sentence</td><td align="left">We used hemofiltration to treat a patient with digoxin overdose that was complicated by refractory hyperkalemia</td></tr><tr><td align="center" colspan="2"><hr/></td></tr><tr><td align="left" rowspan="4">Extracted  predications (subject-relation-object triples)</td><td align="left">Hemofiltration-TREATS-Patients</td></tr><tr><td align="left">Digoxin overdose-PROCESS_OF-Patients</td></tr><tr><td align="left">Hyperkalemia-COMPLICATES-Digoxin overdose</td></tr><tr><td align="left">Hemofiltration-TREATS(INFER)-Digoxin overdose</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

The semantic type filter used in our experiments.

BioMed Research International

tab2

Table 2

Table 2: Supervised Learning Based Hypothesis Generation from Biomedical Literature 