step 1 Computer Vision Project

Prime

Updated a year ago

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Classes (59)
46
Apical Lesion
Apical lesion
Artifical crown
Braces
Buccoangular Impacted tooth
Calculus
Canal obliteration
Class 1 cavity filling
Class 2 cavity filling
Class 3 cavity filling
Class 4 cavity filling
Class 5 cavity filling
Convergent root
Cystic lesion
Decidious teeth
Dilaserasgon
Distoangular Impacted tooth
Divergent root
Endodontically treated teeth
External Object
External resorption
Filling
Fractured crown
Furcation lesion
Germ
Horizontal Impacted tooth
Horizontal bone loss
Hypercementosis
Impacted tooth
Implant
Internal resorption
Inverted Impacted tooth
Lack of interproximal tooth contact
Lesion
Mesioangular Impacted tooth
Microdontic tooth
Open Apex
Open margin
Overeruption
Overhang
Periodontal bone loss
Pontic
Post
Post-Core Restorasyon
Prepared tooth
Pulp stone
Retainer
Root
Root fracture
Signs of bone structure disorder
Signs of caries
Signs of secondary caries
Socket
Supernumerary tooth
Vertical Impacted tooth
Vertical bone loss
Yeterli canal filling
Yetersiz canal filling

Metrics

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Description

Here are a few use cases for this project:

  1. Dental Diagnosis Aid: A computer vision application that assists dentists in diagnosing and identifying various dental issues, such as cavities, impacted teeth, and periodontal bone loss, helping them create a comprehensive treatment plan for their patients.

  2. Dental Education: A tool for dental students and professionals to practice identifying restoration classes on anonymized patient X-rays, enabling them to become more proficient in diagnosing oral health problems.

  3. Dental Insurance Analysis: An application for dental insurance companies to assess the complexity and coverage requirements of dental treatments based on the identified restoration classes, streamlining claim processing and reducing the potential for fraud.

  4. AI-Powered Dental Imaging Software: A feature in dental imaging software that automatically annotates and highlights areas of interest related to various restoration classes, saving time for dental practitioners and improving patient communication.

  5. Dental Research and Data Analysis: A tool for oral health researchers to quickly identify and categorize various dental restoration classes within large datasets, allowing them to conduct more efficient studies and generate valuable insights into oral health and treatment patterns.

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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{
                            step-1-o18pv_dataset,
                            title = { step 1 Dataset },
                            type = { Open Source Dataset },
                            author = { Prime },
                            howpublished = { \url{ https://universe.roboflow.com/prime-snf1v/step-1-o18pv } },
                            url = { https://universe.roboflow.com/prime-snf1v/step-1-o18pv },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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