VedexProductsJohn Snow LabsSurgical Outcomes

Surgical Outcomes

View in Graph View in Semantic Map
John Snow Labsdatabricks_marketplace
View Listing

This data package shows the Incidence & Surgical Procedures for Diabetes and PAD HRR Level, Readmission of Diabetic Pa..

API Access
Est. Price

~$15,000/yr est.

Update Frequency

On-demand

Pricing Tiers

1

Regions

1

Quality SignalsB

Freshness

Recently enriched

75

Complete

75%

API

API Available

Product Overview

Healthcare NLP & Clinical Data Platform$

Offering: A comprehensive suite of NLP-based clinical entity recognition models and structured healthcare datasets for pharmacovigilance, clinical research, and population health analytics.

Best for: Healthcare data scientists and clinical researchers building automated pipelines for medical record de-identification and drug safety monitoring.

Benefits
  • Extensive library of pre-trained clinical NLP models
  • Multi-language support for clinical de-identification
  • High-granularity SDoH and clinical entity extraction
  • Cost-effective pricing compared to enterprise-scale healthcare data platforms
Drawbacks
⚠ Limited longitudinal patient journey tracking compared to Komodo Health · ⚠ Requires technical integration via API rather than turnkey dashboard solutions

Product Intelligence

Value Score
33
quality per $
Coverage
23
geo × freq × depth
Try-ability
0
ease of trial

Product Details

Use Cases
Clinical outcome benchmarking | Healthcare resource allocation | Public health policy research | Demographic health disparity analysis | Surgical service demand forecasting | Hospital network performance evaluation | Medical insurance risk assessment
Coverage
United States (HRR level)
Delivery
API
Detected Use Cases
competitive intelligencehealthcare pharmainsurancerisk management

Pricing Tiers

Vedex estimate
~$15,000/yr est.
$1,250 estimated
UNKNOWNLOW

Add to Data Room

Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$15,000/yr est.

Request a sample directly from John Snow Labs.

Web Authority

High Authority
94
20 mentions·5 platforms
Academic Papers
13 × 8 pts+80
LinkedIn
4 × 2 pts+8
Reddit
1 × 3 pts+3
Twitter / X
1 × 2 pts+2
linkedin company
1 × 1 pts+1
Evidence5 sources
Academic Papers

Machine Learning Based Prediction of Surgical Outcomes ...

by SS Chowdhury · 2026 — Abstract page for arXiv paper 2602.17888: Machine Learning Based Prediction of Surgical Outcomes in Chronic Rhinosinusitis from Clinical Data.

Academic Papers

Surgical Outcomes from Haematoma Evacuation for ...

by X Hu · Cited by 3 — Surgical Outcomes from Haematoma Evacuation for Intracerebral Haemorrhage in the INTERACT3 Study. 25 Pages Posted: 28 Jan 2025. See all articles ...

Academic Papers

Are Surgical Outcomes Related to the Surgeon's Other ...

by C Hollenbeak · 2007 — In this study we consider the cross volume effect: the extent to which surgical outcomes are related to volume of the surgeon's other ...

Data Dictionary

Expected fields and columns in this data product


About Surgical Outcomes

Surgical Outcomes is an alternative data product offered by John Snow Labs, available on databricks_marketplace. Data is updated on-demand. API access is available for programmatic integration. Vedex estimates pricing at roughly $15,000/yr (an estimate, not a vendor-published price).

This data package shows the Incidence & Surgical Procedures for Diabetes and PAD HRR Level, Readmission of Diabetic Pa..

About John Snow Labs

John Snow Labs is a data provider vendor based in Wilmington, Delaware, USA. The model is a powerful tool for extracting SDoH entities from clinical text. It was specifically trained to identify the conditions in which people are born, grow, live, work, and age that impacts th...

View John Snow Labs Profile

Explore More

Browse All ProductsBrowse All VendorsVendor Landscape Map