Oncora Medical

by Oncora Medical  · Based in United States →Transform Your Registry into a Strategic Asset
Oncology Pathology Radiology

Contact for pricing

Overview

Oncora Medical develops AI-powered software designed to optimize cancer treatment and data management. Their primary offering, the Cancer Registry Assistant, is an intelligent platform that automates the extraction and structuring of clinical data from various sources like pathology and radiology reports. This solution leverages machine learning to improve the accuracy and efficiency of cancer registries, providing healthcare professionals with robust, real-world data to inform treatment decisions and enhance quality control, especially in radiation oncology. Oncora’s software aims to streamline workflows, reduce documentation burden, and optimize treatment with intelligent patient care software. The company’s vision is to advance patient outcomes by providing sophisticated tools that facilitate a more informed approach to all cancer-related healthcare decisions, utilizing advanced analytics and artificial intelligence to foster more precise and effective cancer care.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Automated Cancer Registry Workflows
  • AI-powered Data Extraction (Pathology, Radiology, Clinical Notes)
  • NAACCR Coding Format Conversion
  • Quality Control and Data Integrity
  • Advanced Research Data Pipeline
  • Disease Site Specific Data Collection Forms
  • Seamless EHR Integration (Epic FHIR, MOSAIQ, ARIA)
  • Predictive Analytics and Outcome Modeling
  • Automated Documentation (Clinical Notes, Orders, Prescriptions)
  • Automated Case Finding

Use Cases

  • Automating cancer registry data abstraction and reporting
  • Enhancing clinical documentation efficiency for oncologists
  • Facilitating clinical research through structured data extraction and cohort matching
  • Providing predictive analytics for patient outcomes in radiation oncology
  • Streamlining data integration from various hospital information systems
  • Supporting personalized radiation treatment planning

What Physicians Need to Know

Evidence Base
Utilizes historical clinical data, real-world evidence (RWE), and predictive models trained on past patient outcomes to assist radiation oncologists in personalizing treatment plans.
Clinical Validation Studies
Developed predictive models of patient outcomes by integrating data from diverse hospital information systems, specifically designed to optimize radiation therapy dosing and toxicity prediction.
Clinical Workflow Integration
Integrates directly with oncology-specific systems including Epic FHIR, MOSAIQ, and ARIA to ingest radiation oncology data, treatment plans, dose information, and clinical notes.
AI-Powered Data Extraction
Features a specialized LLM (Oncora Registry AI) that automatically extracts structured oncology data from pathology, radiology, and clinical reports, converting it into NAACCR-compliant codes.
Automated Documentation
Automates the creation of cancer episodes, progress notes, and treatment summaries, matching individual physician preferences while ensuring compliance with billing and accreditation standards.
Physician Tip

Oncologists can leverage Oncora to quickly visualize historical patient outcomes for similar clinical profiles, helping to make more confident, data-driven decisions on radiation dosing. Use the automated documentation features to auto-populate progress notes and treatment summaries directly from pathology and radiology reports, significantly reducing manual data entry.

Oncora integrates seamlessly with major EHRs via Epic FHIR interfaces, as well as specialized oncology information systems (OIS) like Elekta MOSAIQ and Varian ARIA to sync radiation treatment plans and dose metrics.

Details

Category Clinical Decision Support & Reference, Oncology AI, Practice Analytics & BI
Pricing Contact for pricing
DeploymentCloud-based (SaaS)
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Unknown AI-estimated

Oncora Medical is a software and data company, not a pharmaceutical labeler (Oncora Pharma is a separate entity).

Integrations
EHR Not specified
Specialties Oncology, Pathology, Radiology

What the Web Says

Oncora Medical is highly regarded by oncology providers and healthcare institutions for its specialized software that streamlines clinical documentation and captures structured real-world data. By integrating seamlessly with major EHRs like Epic and Mosaiq, it helps reduce physician burnout and leverages machine learning to predict patient outcomes. While widely praised for its clinical utility, some users note that integration and data-mapping across legacy hospital systems can require significant initial technical effort.

Overall: Positive

Strengths

  • Significantly reduces physician documentation time and administrative burnout
  • Captures high-quality, structured real-world oncology data during routine workflows
  • Integrates well with major oncology EHRs and systems like Epic and Mosaiq
  • Employs advanced machine learning to predict key outcomes like survival and hospitalization
  • Improves revenue cycle alignment by matching clinical documentation with billing requirements
  • Highly praised by major cancer centers (e.g., MD Anderson, Scripps Health, UT Health)

Limitations

  • Initial deployment and data-mapping across fragmented legacy hospital databases can be complex
  • Highly specialized for oncology, making it less applicable for general healthcare practices
  • Requires ongoing coordination with IT departments to maintain seamless EHR integrations
  • Limited public user reviews on mainstream B2B platforms like G2 and Capterra

Based on reviews from: PR Newswire, Technical.ly, Penn HealthX, Wellfound, G2, Capterra

Last updated: 2026-07-10

Ratings & Reviews

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Ease of Use
Integration
Support & Docs
Value for Money

Press & Coverage

PRWeb
ONCO, Inc. Announces Strategic Partnership with Oncora Medical to Launch Data-Driven Software Automation to Enhance Patient Care and Oncology Data Management.
ONCO, Inc. and Oncora Medical have formed a strategic partnership to enhance patient care and oncology data management through data-driven software automation. This collaboration aims to combine their technologies into a single platform for groundbreaking data automation capabilities in cancer centers.
2023-11
PR Newswire
Scripps Health and UT Health San Antonio purchase Oncora's software to improve physician documentation and enhance personalized cancer care
Scripps Health and UT Health San Antonio have independently adopted Oncora Medical's advanced oncology patient care software to improve documentation efficiency and enhance personalized cancer care using structured data analytics and machine learning. This highlights shared challenges and opportunities for oncology providers.
2022-04
Ben Franklin Technology Partners of Southeastern Pennsylvania
How Oncora Medical's CEO Realized its Product Could Help with Healthcare Burnout
Oncora Medical's software, which provides documentation, workflow, and data-capturing for cancer doctors, has gained new clients in Scripps Health and UT Health San Antonio. The company's CEO notes the product's timeliness in addressing healthcare burnout amid the pandemic by streamlining documentation and allowing doctors to focus more on patient care.
2022-04
PubMed (NIH)
Models of supportive care in oncology
This review summarizes existing definitions of supportive care in oncology, highlights empirical studies on supportive care delivery, and proposes an integrated conceptual framework. It emphasizes the need for interdisciplinary teams and innovative models to improve patient outcomes.
2021-07
Penn HealthX (Medium)
Oncora Medical and the Changing Landscape of Cancer Care: a Conversation with Founder and CEO, David Lindsay (Podcast #52)
This podcast features an interview with David Lindsay, founder and CEO of Oncora Medical, discussing the company's vision to improve cancer care through a software and data platform that organizes patient data and leverages machine learning for physician decision-making. Oncora has partnered with Varian to build a machine learning product for radiation treatment planning.
2020-04
MedTech Dive
Varian buys software developer for AI cancer work
Varian is investing in Oncora Medical and partnering to develop machine learning-guided decision support tools for personalized cancer treatment plans. Oncora's analytics platform, developed with MD Anderson oncologists, collects data on cancer patients, treatments, and outcomes to model future treatments.
2019-09
Ben Franklin Technology Partners of Southeastern Pennsylvania
Oncora Medical Gets a New Partnership and $3M to Develop its Oncology Software
Oncora Medical secured $3 million in funding and entered a partnership with Varian Medical Systems to develop software tools for precision medicine in radiation oncology. This collaboration aims to leverage Oncora's expertise in data analytics for cancer treatment.
2019-10
Dreamit Ventures
Northwell Health Partners with Digital Health Startup Oncora Medical to Deliver Targeted Cancer Treatment
Northwell Health has partnered with Oncora Medical to utilize its product for analyzing large clinical datasets to predict patient outcomes and design personalized cancer treatments. Oncora's team has worked with Northwell to analyze data from over 50,000 cancer patients.
2018-10

Videos

Product demos, reviews, and walkthroughs for Oncora Medical.

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Frequently Asked Questions

Oncora Medical's system is designed to integrate seamlessly with your current Electronic Health Record (EHR) system, pulling relevant patient data to provide real-time, evidence-based recommendations at the point of care. This helps streamline decision-making without disrupting established clinical workflows.
Oncora Medical's recommendations are based on a comprehensive aggregation of the latest clinical guidelines, peer-reviewed literature, and real-world data. The evidence base is continuously updated through a rigorous process of literature review and data analysis by a team of oncology experts and data scientists.
While Oncora Medical strives for broad applicability, limitations may arise in extremely rare cancers with limited data or in highly complex cases with unique patient comorbidities. The system is a supportive tool and does not replace the physician's clinical judgment, especially in nuanced situations.
Oncora Medical adheres to all relevant regulatory standards for medical devices and clinical decision support software. The system is developed with a strong emphasis on data privacy, security, and algorithmic transparency to ensure ethical and compliant usage in clinical settings.
Oncora Medical offers flexible pricing models tailored to the needs of individual practices and institutions. Specific details regarding pricing tiers, features, and subscription options can be discussed with an Oncora Medical representative to best suit your organizational requirements.
Oncora Medical differentiates itself through its focus on personalized, data-driven insights, integrating both structured and unstructured data to provide more comprehensive recommendations. Its continuous learning algorithms and emphasis on real-world evidence offer a unique advantage over some static guideline-based systems.
Oncora Medical can support both standard-of-care and clinical trial considerations. The system can help identify eligible patients for trials based on their clinical profiles and can incorporate trial protocols into its decision support, where applicable, to aid in comprehensive treatment planning.

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Suggest an Edit → | Last Verified: 2026-07-09 | First Added: 2026-07-09
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