Meet us at the AI Summit, June 28th from 10 AM to 3 PM ET at the HLS Booth in the Industry Lounge. Book now
was successfully added to your cart.

Clinical Decision Support

Build predictive models on top of automatically real time extracted information from unstructured documents – enabling data based decision not ever available in past​

Extract in real time information from unstructured text


Build a predictive model using the extracted information


Get timely and accurate support in clinical decision

Case #1: Predict hospital bed demand by real time analytics of clinical notes
Key factors that influence a patient’s flow (How likely they are to admitted? For how long? For what?):
Volume of arrivals
  • Outpatient
  • Referrals
  • Emergency Room
  • Operation Room
Admission specialty
  • Oncology
  • Hip-replacement
  • Renal Disease
  • Cardiology, …
Timing of arrival
  • Hour of the day
  • Day of the week
  • Holidays
Seasonal variables
  • Flu season
  • Natural disasters
Patient's length of stay
  • per unit (ICU, CVICU, …)
Nurse staffing levels & skill mix:
  • Certified Nurses
  • Licensed N.P.’s
  • Unlicensed Staff
  • Unique certifications
John Snow Labs enabled real-time decision-making and strategic planning, by predicting:
  • Bed demand
  • Safe staffing levels
  • Hospital gridlock
Case #2: Automatic notification of patient aggression risk for psychiatric admitted patients​
NLP system:
  • Input:12 hours past clinical notes
  • Predictions vs. Brøset Violence Checklist:
  • 74% correct score
  • 18% over-score
  • 8% under-score
Case #3: Automatic preparation of Tumor board conference support materials
  • Pathology report
  • Radiology report
  • Lab report
  • Sequencing report
  • OCR
  • Named entities detection
  • Assertions
  • Clinical relations
  • Clinical coding
  • Patient profile
  • Materials for tumor meeting
  • Clinical decision support

Why John Snow Labs?


14 records in global accuracy leaderboard


The most widely used library in the industry


8 out of 10 top pharma our customers

We can train your team to use our software, or build complete solutions per your exact needs.

Schedule a Call