Top 20 Computer Vision Tools for 2025
Top 20 Computer Vision Tools for 2025
Healthcare providers working with Computer Vision tools face increasing demands for efficiency and accuracy in their daily work. These software solutions help address specific challenges by automating routine tasks, providing decision support, and improving workflow organization.
The following list includes established solutions that healthcare professionals are currently using to improve their practice. Each tool offers different features and pricing models to meet various organizational needs.

1. DermaSensor
Summary: DermaSensor is an FDA-cleared, handheld device designed to help clinicians assess the risk of skin cancer in suspicious skin lesions. It uses a combination of optical spectroscopy and artificial intelligence to analyze lesions and provide immediate risk assessment results. This tool aims to enhance clinical confidence, support timely referrals, and improve patient outcomes by offering an objective, non-invasive method for skin cancer evaluation.

2. Senhance Surgical System
Summary: The Senhance Surgical System integrates advanced robotics with real-time insights to improve surgical precision and efficiency. Its innovative design offers surgeons an unprecedented level of control during procedures, while the Intelligent Surgical Unit (ISU) provides actionable insights, enhancing decision-making in the operating room. This system aims to make surgeries more instinctive, efficient, and successful by improving communication and physical comfort.
3. SKOUT
Summary: SKOUT by Iterative Health is designed to assist physicians during colorectal cancer screening and surveillance by providing real-time AI analysis. This tool aims to enhance the accuracy and efficiency of screenings, helping in the early detection and monitoring of colorectal cancer. By integrating advanced AI algorithms, SKOUT serves as an additional layer of analysis to support healthcare professionals in making more informed decisions.

4. MAUI Imaging
Summary: MAUI Imaging introduces an advanced ultrasound solution capable of imaging through obstacles such as bone, air, and metal, specifically designed for the brain. This FDA-cleared technology aims to revolutionize medical imaging by providing clear, real-time visuals for diagnosing and monitoring traumatic injuries, especially in environments where traditional imaging tools like CT scans are unavailable.

5. ActivSight™ Intelligent Light
Summary: ActivSight™ Intelligent Light is a surgical device that enhances the visualization of critical physiological structures and functions not visible to the naked eye. By integrating with existing MIS systems, it offers real-time data through dye-free ActivPerfusion™ and ActivICG™ modes, improving surgical precision and patient care.
6. UltraSight
Summary: UltraSight offers AI-driven software that provides real-time guidance and quality assessment for healthcare professionals performing cardiac ultrasound. Designed to assist users regardless of their sonography proficiency, the tool enables the consistent performance of high-quality cardiac ultrasound across various settings, including clinics, community hospitals, and remote areas. This innovation aims to improve the accessibility, ease, and quality of cardiac imaging and diagnosis, facilitating more accurate and timely clinical decisions.

7. DovaVision
Summary: DovaVision offers an AI-driven solution for assessing disease severity in Ulcerative Colitis (UC) through endoscopic analysis. This tool leverages deep data analysis to provide clinicians and researchers with actionable insights, aiming to improve the accuracy of UC severity assessments. Currently available for research and clinical trials, DovaVision integrates into clinical workflows to support informed decision-making.

8. Ultrarad AI
Summary: Ultrarad AI provides a suite of AI-powered diagnostic tools designed to improve the accuracy and efficiency of radiology interpretations. The platform includes features like Doppler Interpretations, Calculators, and TAARA, an intelligent radiology assistant, which together support a wide range of radiological examinations and workflows. These tools aim to save time for radiologists and improve patient outcomes by enabling more precise and faster diagnoses.

9. AssureMDx
Summary: AssureMDx is a urine-based test designed to help physicians identify patients with hematuria who are at increased risk for bladder cancer, facilitating timely referral to urology for further clinical evaluation. The test evaluates genomic changes associated with bladder cancer, including DNA methylation status and somatic mutation status of specific genes, to stratify patients by risk and potentially avoid unnecessary invasive procedures for those at low risk.

10. STAGE
Summary: STAGE is a platform designed to improve the quality of MRI images, specifically focusing on brain scans. It enables MRI machines to produce clearer images and gather quantitative data without requiring additional scan time. In fact, STAGE can reduce MRI brain protocol times by up to 30%, increasing daily scan capacity and providing more detailed images for better diagnostic and treatment decisions.
11. IB Clinic Neuro-Oncology Application Suite
Summary: The IB Clinic Neuro-Oncology Application Suite offers a comprehensive set of tools for the analysis of physiological imaging in neuro-oncology. It includes applications for perfusion MRI and CT analysis, MR image registration, and subtraction for enhanced comparison of images. This suite is designed to support diagnosis, pre-surgical planning, treatment response monitoring, and follow-up, providing clinicians and researchers with reliable and proven tools for advanced MRI analysis.

12. Heartflow One
Summary: Heartflow One leverages coronary CTA (CCTA) scans to generate detailed, dynamic 3D models of a patient's heart, providing insights into coronary artery disease (CAD). This technology aims to improve the accuracy of CAD diagnosis and treatment by offering tools for assessing anatomy and physiology, quantifying and characterizing plaque, and evaluating blood flow. It supports personalized treatment pathways, aiming to reduce unnecessary procedures and improve patient outcomes.

13. CureMetrix
Summary: CureMetrix develops artificial intelligence (AI) based tools aimed at enhancing the accuracy and efficiency of disease detection in radiology, with a strong focus on women's health. Their suite of products includes solutions for mammography analysis, aiming to reduce false positives, increase early detection rates, and improve the evaluation of dense breast tissue. These tools are designed to support radiologists by prioritizing worklists and improving clinical outcomes while reducing healthcare costs.
14. Annalise Critical Care AI
Summary: Annalise Critical Care AI is designed to help clinicians prioritize patients with time-sensitive findings by flagging studies that contain any of 11 critical conditions. This enables the reordering of worklists to review the most urgent cases first, facilitating rapid triage and decision support. It is particularly useful in emergency and trauma care, as well as in situations of low or no coverage, such as nights and weekends.

15. MammoScreen
Summary: MammoScreen by Therapixel utilizes artificial intelligence to analyze mammography images, aiming to improve the accuracy and efficiency of breast cancer detection. This technology supports radiologists by identifying and highlighting areas of concern within mammograms, potentially speeding up diagnosis and treatment planning. Its adoption by healthcare providers like the Mayo Clinic underscores its effectiveness in clinical settings.
16. SmartMammo™
Summary: SmartMammo™ integrates into existing breast cancer diagnostic workflows to improve both diagnostic accuracy and workflow efficiency. Utilizing the cloud-native DeepHealth OS, it ensures seamless interoperability with current systems, aiming to streamline the diagnostic process. The tool is designed to prioritize mammograms likely to have cancer, drawing attention to key image areas and potentially raising general radiologists' detection rates to specialist levels.

17. SkinVision
Summary: SkinVision is a mobile application designed to help users assess and monitor their skin for signs of cancer. By using advanced AI technology and the expertise of dermatologists, the app evaluates photos of skin spots and provides risk assessments. It aims to facilitate early detection of skin cancer, offering users guidance on whether a professional medical consultation is advisable.
18. Nanox.ARC
Summary: Nanox.ARC is an FDA-cleared digital imaging system that leverages multi-source 3D tomosynthesis technology to provide advanced radiographic visualization. This system aims to enhance diagnostic imaging capabilities, offering high-resolution images at lower doses compared to traditional methods. It's designed to integrate seamlessly into healthcare workflows, improving patient care through more accurate and efficient diagnostic processes.
19. ThinkSono Guidance
Summary: ThinkSono Guidance is an AI-driven software that enables healthcare professionals, regardless of their prior experience with ultrasound, to perform proximal compression ultrasound exams for the detection of deep vein thrombosis (DVT). This tool is designed to integrate seamlessly into the clinical workflow, significantly reducing the time required for DVT diagnosis from hours to just 15 minutes, thereby streamlining the DVT clinical pathway and improving patient care efficiency.

20. Us2.v2
Summary: Us2.v2 is an AI-powered tool designed to automate the analysis and reporting of echocardiography, supporting real-time 2D and Doppler interpretation. It aims to simplify and speed up the process of echocardiographic evaluation with zero clicks, providing complete reports that are interchangeable with expert analysis. The tool can connect to any ultrasound device, making it accessible for use in various clinical settings.
These tools each address different aspects of Computer Vision workflows, offering various features and integration options. When evaluating options, consider your specific needs, existing systems, and budget constraints. The right choice depends on your organization's size, technical requirements, and workflow preferences.
Featured Tools Quick Reference
Nanox.ARC
Nanox
Digital multi-source 3D tomosynthesis imaging system for advanced radiographic visualization.
Target Customer: Enterprise
unclearVisit Website →Us2.v2
Us2.ai
AI software for automated analysis and reporting of echocardiography.
Target Customer: Clinic
subscriptionVisit Website →ThinkSono Guidance
ThinkSono
AI-powered ultrasound tool for non-invasive detection of deep vein thrombosis (DVT) by healthcare professionals without prior ultrasound training.
Target Customer: Clinic
unclearVisit Website →SmartMammo™
DeepHealth
AI-powered solution for enhancing diagnostic accuracy and efficiency in breast cancer detection.
Target Customer: Enterprise
unclearVisit Website →Heartflow One
Heartflow, Inc.
AI-driven analysis for creating personalized 3D models of the heart to manage coronary artery disease (CAD).
Target Customer: Clinic
unclearVisit Website →SkinVision
SkinVision
Mobile app for early detection of skin cancer through photo assessments.
Target Customer: Clinician
subscriptionVisit Website →MammoScreen
Therapixel
AI-powered tool for enhancing breast cancer detection through mammography analysis.
Target Customer: Clinic
unclearVisit Website →CureMetrix
CureMetrix, Inc.
AI-driven technology for improving disease detection and supporting radiologists in women's health.
Target Customer: Clinic
unclearVisit Website →Annalise Critical Care AI
annalise.ai
AI tool for prioritizing critical findings in medical imaging to assist clinicians.
Target Customer: Clinic
unclearVisit Website →UltraSight
UltraSight
AI-driven software for real-time guidance and quality assessment in cardiac ultrasound imaging.
Target Customer: Clinic
unclearVisit Website →MAUI Imaging
MAUI Imaging, Inc.
Advanced ultrasound technology that images the brain by overcoming traditional ultrasound limitations.
Target Customer: Clinic
unclearVisit Website →IB Clinic Neuro-Oncology Application Suite
Imaging Biometrics
A suite of imaging analysis tools for neuro-oncology, including diagnosis, treatment monitoring, and follow-up.
Target Customer: Clinician
unclearVisit Website →STAGE
SpinTech MRI
Software that enhances MRI brain scans for improved visualization and faster scan times.
Target Customer: Clinic
unclearVisit Website →ActivSight™ Intelligent Light
Activ Surgical
A device that provides surgeons with real-time visual insights during surgery.
Target Customer: Clinic
unclearVisit Website →AssureMDx
Vesica Health, Inc.
A noninvasive urine test for the early detection and risk assessment of bladder cancer in patients with hematuria.
Target Customer: Clinician
unclearVisit Website →Ultrarad AI
Ultrarad AI
AI-powered diagnostic tools for radiology that enhance accuracy and efficiency in patient care.
Target Customer: Clinic
freemiumVisit Website →DovaVision
Dova Health Intelligence
AI-driven endoscopic assessment tool for Ulcerative Colitis severity.
Target Customer: Researcher
unclearVisit Website →SKOUT
Iterative Health
Real-time AI tool for colorectal cancer screening and surveillance.
Target Customer: Clinician
unclearVisit Website →Senhance Surgical System
Asensus Surgical
A robotic-assisted surgical system designed to enhance control and provide real-time insights during surgeries.
Target Customer: Enterprise
unclearVisit Website →DermaSensor
DermaSensor, Inc.
A handheld device that non-invasively assesses skin lesions for cancer risk using optical spectroscopy and AI.
Target Customer: Clinician
unclearVisit Website →