System Document Study Disease NLP task Methods Resources Framework Tools Licence name type [29] colorectal pathology classification rule-based cancer reports, procedure notes and indications for colonoscopy [30] colorectal histopathology classification Bayes Weka cancer reports SVM Bayesian network random forest [31] MedLEE lung cancer imaging reports IE rule-based patented classification [32] Medtex lung cancer pathology reports classification SNOMED CT GATE [34] iDiagnosis pancreatic PubMed abstracts classification Bayesian network cancer EMRs [36] prostate pathology reports IE rule-based freely cancer available skin melanoma [37] ClinREAD prostate radiologic, IE rule-based UMLS commercial cancer radiation therapy classification and pathology records [45] MEDTEX cancer death certificates classification SVM ICD-10 Weka Bayes SNOMED CT C4.5 AdaBoost [54] LifeCode cancer radiology reports IE ICD-9-CM commercial
Study System name Disease Document type NLP task Methods Resources Framework Tools Licence [29] colorectal cancer pathology reports, procedure notes and indications for colonoscopy classification rule-based [30] colorectal cancer histopathology reports classification Bayes SVM Bayesian network random forest Weka [31] MedLEE lung cancer imaging reports IE classification rule-based patented [32] Medtex lung cancer pathology reports classification SNOMED CT GATE [34] iDiagnosis pancreatic cancer PubMed abstracts EMRs classification Bayesian network [36] prostate cancer skin melanoma pathology reports IE rule-based freely available [37] ClinREAD prostate cancer radiologic, radiation therapy and pathology records IE classification rule-based UMLS commercial [45] MEDTEX cancer death certificates classification SVM Bayes C4.5 AdaBoost ICD-10 SNOMED CT Weka [54] LifeCode cancer radiology reports IE ICD-9-CM commercial