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Explainable deep learning for age and gender estimation in dental CBCT scans using attention mechanisms and multi task learning

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References

2021Automated estimation of chronological age from panoramic dental X-ray images using deep learning98 cited
2021Age estimation based on 3D post-mortem computed tomography images of mandible and femur using convolutional neural networks44 cited
2021Gender classification on digital dental x-ray images using deep convolutional neural network43 cited
2020Dental Age Estimation Based on X-ray images40 cited
2023Age Estimation of Human Remains Using the Dental System: A Review39 cited
2023Dental Age Estimation Using Deep Learning: A Comparative Survey38 cited
2024Automatic and robust estimation of sex and chronological age from panoramic radiographs using a multi-task deep learning network: a study on a South Korean population32 cited
2020Sex classification of first molar teeth in cone beam computed tomography images using data mining28 cited
2022Human Gender Prediction Based on Deep Transfer Learning from Panoramic Dental Radiograph Images26 cited
2022XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions24 cited
20223D segmentation of dental crown for volumetric age estimation with CBCT imaging23 cited
2023Automatic sex estimation using deep convolutional neural network based on orthopantomogram images20 cited
2024OPG ‐based dental age estimation using a data‐technical exploration of deep learning techniques18 cited

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2022Employing deep learning for sex estimation of adult individuals using 2D images of the humerus17 cited

2021Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images16 cited

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2025Forensic Odontology in the Digital Era: A Narrative Review of Current Methods and Emerging Trends13 cited