- Transfer learning in a deep convolutional neural network for implant fixture classification: A pilot study
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Kim HS, Ha EG, Kim YH, Jeon KJ, Lee C, Han SS
- KMID: 2530785
- Imaging Sci Dent.
- 2022 Jun;52(2):219-224.
- doi: 10.5624/isd.20210287
Purpose This study aimed to evaluate the performance of transfer learning in a deep convolutional neural network for classifying implant fixtures. Materials and Methods Periapical radiographs of implant fixtures obtained using the Superline... -
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- Differential Diagnosis of Bacterial Cervical Lymphadenitis and Kawasaki Disease in Patients with Fever and Cervical Lymphadenopathy
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Jang H, Ha EG, Kim HJ, Lee TJ
- KMID: 2362477
- Pediatr Infect Vaccine.
- 2016 Dec;23(3):188-193.
- doi: 10.14776/piv.2016.23.3.188
PURPOSE: This study identified the characteristics differentiating node-first presentation of Kawasaki disease (NFKD) from bacterial cervical lymphadenitis (BCL) and typical Kawasaki disease (KD). METHODS: From July 2007 to June 2015, the... -
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- A fully deep learning model for the automatic identification of cephalometric landmarks
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Kim YH, Lee C, Ha EG, Choi YJ, Han SS
- KMID: 2527070
- Imaging Sci Dent.
- 2021 Sep;51(3):299-306.
- doi: 10.5624/isd.20210077
Purpose This study aimed to propose a fully automatic landmark identification model based on a deep learning algorithm using real clinical data and to verify its accuracy considering inter-examiner variability. Materials and... -
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- Synthesis of T2-weighted images from proton density images using a generative adversarial network in a temporomandibular joint magnetic resonance imaging protocol
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Lee C, Ha EG, Choi YJ, Jeon KJ, Han SS
- KMID: 2537483
- Imaging Sci Dent.
- 2022 Dec;52(4):393-398.
- doi: 10.5624/isd.20220125
Purpose This study proposed a generative adversarial network (GAN) model for T2-weighted image (WI) synthesis from proton density (PD)-WI in a temporomandibular joint (TMJ) magnetic resonance imaging (MRI) protocol. Materials and Methods From... -
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