echo_structures Computer Vision Project

echo

Updated 2 years ago

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Classes (32)
DA
IAS
IASSuboptimal
IVS
IVSSuboptimal
LA
LAAbnormal
LAPlusPV
LASuboptimal
LV
LVAbnormal
LVSuboptimal
LeftMarker
LeftSidedAtrium
MB
MV
MVOpen
MVSuboptimal
PatientDetails
Preset
PulseRate
Pulvein
RA
RAAbnormal
RASuboptimal
RV
RVAbnormal
RVSuboptimal
RVTrabe
TV
TVOpen
TVSuboptimal

Metrics

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Description

Here are a few use cases for this project:

  1. Medical Diagnostics: Medical professionals can employ the "echo_structures" model to improve patient care by facilitating the identification and analysis of cardiac structures via echocardiogram (ultrasound) images to provide a quicker and more accurate diagnosis of cardiovascular diseases and conditions.

  2. Personal Health Monitoring: Integration of "echo_structures" model with mobile health apps and wearable devices (such as smartwatches) could allow for continuous and real-time monitoring of cardiac health, identifying abnormalities or potential concerns, and alerting users or healthcare providers when intervention may be needed.

  3. Telemedicine Support: The "echo_structures" model could be incorporated into telemedicine platforms to assist remote medical professionals in diagnosing and treating cardiac conditions by allowing them to better understand patients' visual cardiac data and provide appropriate care from a distance.

  4. Medical Research: Researchers in cardiology can utilize this model to efficiently process and analyze a large number of cardiac ultrasound images to study trends, monitor changes in heart structure or abnormalities, and support the development of novel medical approaches or innovative treatments for cardiovascular diseases.

  5. Medical Training: The "echo_structures" model can serve as a valuable educational tool for medical students learning to read and interpret ultrasound images accurately. By automating the identification of cardiac structures, the model can provide immediate feedback, increasing students' learning efficiency and potentially improving overall diagnostic skills.

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            echo_structures-lzgud_dataset,
                            title = { echo_structures Dataset },
                            type = { Open Source Dataset },
                            author = { echo },
                            howpublished = { \url{ https://universe.roboflow.com/echo-fz8wi/echo_structures-lzgud } },
                            url = { https://universe.roboflow.com/echo-fz8wi/echo_structures-lzgud },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-12-26 },
                            }
                        
                    

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