- Tesser, Seoul, Korea - Medical Imaging Artificial Intelligence Company
- MedicalIP, Seoul, Korea - Medical Imaging Artificial Intelligence Company
- Ganchon University MMMIL(Multi-Modality Medical Image Lab), Incheon, Korea - Master's researcher
- Gachon University MMMIL(Multi-Modality Medical Image Lab), Incheon, Korea - Undergraduate Student Researcher
- Gachon University, Incheon, Korea - Master of Biomedical Engineering
- Gachon University, Incheon, Korea - Bachelor of Biomedical Engineering
I am currently interested in Artificial General Intelligence, Artificial intelligence in medical Imaging(PET, CT, MRI, X-ray, etc.), Computer Vision, Natural Language Processing, RestAPI Dev.
I have studied medical imaging as a major from bachelor's to master's degree. During my master's period, I studied PET-CT as my major. I have done research on Cephalogram landmark detection, Identification of Breathing Patterns through EEG Signal Analysis Using Machine Learning, Malocclusion Classification using Deep Learning, Development of Artificial Intelligence-Based Evolutionary Image Reconfiguration Technology for Improving Spatial Resolution of Nuclear Medical Imaging Systems.
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Hong, Yong-Gi, Hang-Keun Kim, Young-Don Son, and Chang-Ki Kang. 2021. "Identification of Breathing Patterns through EEG Signal Analysis Using Machine Learning" Brain Sciences 11, no. 3: 293. https://doi.org/10.3390/brainsci11030293
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Yonggi Hong. "Classification of malocclusion based on deep learning using pseudo-relative distance between first molars." Domestic master's thesis Gachon University Graduate School, 2022. Incheon
Tesser, Seoul, Korea
1. Lung Cancer Tracking project
* period : 2023.05 ~ 2023.12
* role : Data preprocessing, Training, Inference, GUI development
2. Breast Cancer MRI Segmentation project
* period : 2023.05 ~ now
* role : Data preprocessing, Training, Inference, Postprocessing
3. Breast Cancer Surgery Planning project
* period : 2023.05 ~ now
* role : Data preprocessing, Training, Inference, Postprocessing
4. Medical Twin CT Project
* period : 2023.05 ~ now
* role : Data preprocessing, Training, Inference, Postprocessing
MedicalIP, Seoul, Korea
1. Medical Image Segmentation project
* period : 2022.03 ~ 2023.03
* role : Data preprocessing, Training, Inference
* Target task
* Total Organ Segmentation - Skin, Bone, Muscle, AVF, OF(SF), IO, BSC(CNS)
* Liver Spleen Segmentation
* Adrenal gland Segmentation
* Brain Tumor Segmentation
* Spine Segmentation - C1~C7,T1~T12, S1~S5
* Brain CT ICH Segmentation
* Lung, Fissure Segmentation
* Lower body Segmentation - Femur, Patella, Tibia, Fibula, Talus, Calcaneus, Footbones
2. PET-CT Registration project
* period : 2022.06~2022.07
* role : Data preprocessing, process build
* https://github.com/HongYongGi/PET-CT-SUV-measurement
3. Multi-phase CT registration project
* period : 2022.04~2023.01
* role : registration model development, Ncc preprocessing development
* Multi-phase(Pre, Artery, Portal, Delay) CT volume registration project
4. Respiratory registration project
* period : 2022.03~2022.09
* role : registration model development, Prone-Supine registration Train, Inference
* Inhalation Exhalation CT volume registration project
5. TiSepX product development
* period : 2022.02 ~ 2023.03
* role : New GAN model development, CT -> X-ray preprocessing development
Ganchon University MMMIL(Multi-Modality Medical Image Lab), Incheon, Korea
1. Dental AI project
* period : 2018.03~2022.03
* role : AI model development, RestAPI framework development, Create Homepage
* AI model development
* Cephalogram 46 landmark detection model
* Malocclusion class classification model
* RestAPI framework development
* Cephalogram landmark detection RestAPI
* Malocclusion class classification RestAPI
* Tongue Cancer GradCAM RestAPI
* Homepage
* Dental Homepage
2. EEG Breathing Task classification Project
* period : 2018.06~2020.02
* role : EEG data preprocessing, Machine Learning Model development
3. PET SGER Project
* period : 2018.03~2022.02
* role : PET Sinogram to Reconstruction Image Deep Learning model development, PET phantom design and fabrication, PET image deblurring, PET image denoising
Misc. I've been playing the piano since I was 7 and can play other instruments too. I am still active as a flute part in the orchestra. He also regularly holds piano concerts.
I also enjoy playing double piano pieces with others. Let me know if you would like to play music with me.