Systems and Methods for Identifying Candidates for Clinical Trials

A method for determining candidates for clinical trials, the method comprising:

• receiving, via a Natural Language Processing (NLP) system, clinical trial protocol associated with a clinical trial;
• extracting, via the NLP system, tokens from the clinical trial protocol;
• determining, via the NLP system, a plurality of clinical trial criteria based on the extracted tokens;
• receiving, via the NLP system, a plurality of patient medical records associated with a plurality of patients;
• extracting, via the NLP system, tokens from the plurality of patient medical records;
• determining, via the NLP system, clinical properties of the plurality of patients based on the extracted tokens;
• determining, via the NLP system, a probability that each of the plurality of patients meet the clinical trial inclusion based on a crosswalk matching algorithm;
• and
• determine, via the NLP system, a plurality of clinical trial candidates from the plurality of patients based on the determined probability.

A non-transitory computer readable medium storing instructions executable by a processing device, wherein execution of the instructions causes the processing device to implement a method for determining candidates for clinical trials, the method comprising:

• receiving, via a Natural Language Processing (NLP) system, clinical trial protocol associated with a clinical trial;
• extracting, via the NLP system, protocol tokens from the clinical trial protocol;
• determining, via the NLP system, a plurality of clinical trial criteria based on the extracted protocol tokens;
• receiving, via the NLP system, a plurality of patient medical records associated with a plurality of patients;
• extracting, via the NLP system, patient tokens from the plurality of patient medical records;
• determining, via the NLP system, clinical properties of the plurality of patients based on the extracted patient tokens;
• determining, via the NLP system, a probability that each of the plurality of patients meet the clinical trial criteria based on a crosswalk matching algorithm;
• and
• determine, via the NLP system, a plurality of clinical trial candidates from the plurality of patients based on the determined probability.