echo

opt_subopt

Instance Segmentation

opt_subopt Computer Vision Project

Images

458 images
Explore Dataset

Here are a few use cases for this project:

  1. Healthcare and Medical Diagnostics: Utilize the "opt_subopt" model to analyze and categorize ultrasound images, helping medical professionals identify normal, abnormal, and suboptimal cases for better diagnosis and treatment planning.

  2. Medical Education and Training: Integrate the computer vision model into medical education software and simulation tools, enabling students and healthcare practitioners to improve their skills in identifying and understanding different A4C classes in ultrasound images.

  3. Quality Assurance for Ultrasound Equipment: Employ the "opt_subopt" model to evaluate the performance of ultrasound devices by identifying images with A4CSuboptimal and A4CAbnormal results, providing feedback to manufacturers for device improvements and maintenance.

  4. Ultrasound Image Curation and Database Management: Implement the computer vision model in organizing large collections of ultrasound images based on their A4C classes, aiding researchers in finding specific categories of images more efficiently for their studies.

  5. Telemedicine and Remote Consultations: Integrate the "opt_subopt" model with telemedicine platforms, allowing healthcare providers to review and analyze ultrasound images remotely and offer guidance to frontline staff in real-time based on the identified A4C classes.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            opt_subopt_dataset,
                            title = { opt_subopt Dataset },
                            type = { Open Source Dataset },
                            author = { echo },
                            howpublished = { \url{ https://universe.roboflow.com/echo-fz8wi/opt_subopt } },
                            url = { https://universe.roboflow.com/echo-fz8wi/opt_subopt },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-05-17 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the opt_subopt project in your project.

Source

echo

Last Updated

a year ago

Project Type

Instance Segmentation

Subject

a4c

Views: 90

Views in previous 30 days: 12

Downloads: 7

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

A4C A4CAbnormal A4CSuboptimal Sector
cardiacStructure
275 images
cardiacStructure
261 images
cardiacStructure
367 images