Project File

dentAId

IBA FCS

IBA FCS

Start: Aug 28, 2018 - Ongoing

Diagnosing Dental Radiographs using Deep Learning


A deep learning solution to better diagnose oral disease, to help a dentist make more accurate ....

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Description
A deep learning solution to better diagnose oral disease, to help a dentist make more accurate and faster diagnosis.

Radiographs in dentistry can help dental practitioners diagnose a number of oral and maxillofacial diseases and prescribe appropriate treatments and interventions based on that diagnosis. However, radiographs are also often difficult to read and present a number of challenges to dentists and diagnosticians when determining abnormalities.

Our project aims to use Deep Learning techniques with Convolutional Neural Networks to build classifiers that can accurately detect certain oral and maxillofacial diseases. The diseases include caries, cysts and tumors as well as diagnosing incorrect root canal treatments. We will also apply various other image processing steps to annotate the test OPG with teeth numbering, gender detection etc
Presentation
Project Video

Hassan S

Hassan Saeed

Data Engineering

My primarily role was to pre-process the data. The input dental radiographs had to be standardized to a fixed size before proceeding with the training..

Omer Farooq A

Omer Farooq Ahmed

Maaz H

Maaz Hasan

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