ScholarWorks@Gachon: Kim, Kwang Gi

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Kim, Kwang Gi (김광기)

College of IT Convergence (의공학과)

Research Area: 의료로봇, 의료영상, 의료정보, Medical Robot, Medical imaging, Medical Informatics

Tel 032-458-2770
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Deep learning:23||Deep Learning:18||Segmentation:14||deep learning:13||Artificial Intelligence:12||Machine learning:9||machine learning:7||Artificial intelligence:7||Radiomics:7||Classification:7||UNet:6||딥러닝:6||artificial intelligence:6||ResNet50:4||biomedical engineering:4||Computed tomography:4||linear polarized filter:3||fluorescence emission:3||prediction:3||RetinaNet:3||Internet of Things:3||Gastroscopy:3||range of motion:3||CNN:3||Computeraided diagnosis:3||LED:3||Radiography:3||인공지능:3||ResNet:3||convolutional neural network:3||Ultrasonography:3||Digital pathology:2||cornea:2||Gastric cancer:2||내시경:2||Automatism:2||Laryngoscopy:2||prognosis:2||Distal radius fractures:2||분할:2||intracameral illumination:2||Sarcopenia:2||Tomography:2||endoscope:2||laparoscopic surgery:2||rehabilitation robot:2||Convolutional Neural Network:2||endoscopy:2||ensemble learning:2||robotic surgery:2||BRCA1:2||ergonomics and:2||beam mirror:2||Object detection:2||specular reflection:2||Computer vision:2||Artificial Intelligent:2||cancer:2||Motor Skills:2||Quantitative:2||surgical microscope:2||cataract surgery:2||Spine:2||Diagnostic imaging:2||gastric surgery:2||Machine Learning:2||Stepped impedance resonator:2||general surgery:2||Accuracy:2||classification:2||Support Vector Machine:2||tumor diagnosis:2||tumor location detection:2||clipdetector:2||Computerassisted diagnosis:2||Inception:2||or human factors study:2||Recurrence:2||Reduced size:2||Cervical cancer:2||Wilkinson power divider:2||computeraided detection:2||Diagnosis:1||Diagnostic Imaging:1||Diagnostic image:1||Digital Health:1||Digital Image Processing:1||Digital Mammography:1||Dilution:1||Diode laser arrays:1||Drug therapy:1||Dualband filter:1||EGFR mutation:1||Education:1||EfficientNetV2:1||Elbow exercise:1||Emergency room:1||Endometrial cancer:1||Endoscope:1||Endoscopic Image:1||Endoscopic ultrasonography:1||Endoscopy:1||Endosonography:1||Erythema:1||Esotropia:1||Euclidean distance:1||Eye Detection:1||Feature selection:1||Federated learning:1||Feedback force gain:1||Female:1||Fertility:1||Filter:1||Fluorescein Contrast Agent:1||Fluorescein sodium:1||Fluorescence emission:1||Fluorescence microscopy:1||Folded structure:1||Follicular neoplasm:1||Fourier Transform:1||Fractal Dimension:1||Frequency Spectrum:1||Gait analysis:1||Gallbladder disease:1||Gastric Ulcer:1||Gastric ulcer:1||GastroBaseNet:1||Gastrointestinal malignancy:1||Gastroscope:1||Gastroscopy image:1||General Surgery:1||Generative adversarial network:1||Genetic algorithm (GA):1||Genital Neoplasms:1||Greulich and Pyle atlas:1||HIPEC surgery:1||Halflifetime:1||Hand Sanitizers:1||Hand bone:1||Health Information Systems:1||Heart Sound:1||Hemiplegia:1||Hepatic resection:1||Hepatic transplantation:1||High Resolution CT(HRCT):1||High loaded quality factor:1||Histogram Equalization:1||Histogram equalization:1||Hologram:1||Honeycomb:1||Hospital:1||Hurst Exponent:1||IBD:1||IMT:1||IV therapy:1||Image Classification Model:1||Image Processing:1||Image Segmentation:1||Image analysis:1||Image quality assessment algorithm:1||ImageNet:1||Imaging:1||Imprinted text:1||InceptionResNet:1||Incomplete paraplegia:1||Incomplete tetraplegia:1||Indocyanine Green:1||Inflammatory bowel disease:1||Influenza vaccination:1||Informatics:1||Information Management:1||Infrared Image:1||Infrared Rays:1||Interdigital bandpass filter (BPF):1||Internet:1||Internet of things:1||Intracranial pressure:1||Intravenous infusion:1||Intravenous therapy:1||Jinverter:1||JacksonPratt drain:1||K−factor:1||KellgrenLawrence grading system:1||Keras OCR:1||Keratin18:1||Knee:1||LUT:1||Laparoscope:1||Laplacian variance:1||Laryngeal disease:1||Lesion detection:1||Limbal conjunctival autograft:1||Line Profile:1||Linear actuator:1||Liver Segmentation:1||Liver cancer:1||Localization:1||Low phase noise:1||Lumbar lordosis:1||Lunchbox Monitoring:1||Lung Cancer:1||Lung adenocarcinoma:1||Lung cancer:1||Lymphedema:1||MK2206:1||Magnetic resonance imaging:1||Malignant tumor:1||Malus&apos:1||Mammogram:1||Mammography:1||Mammograpy:1||Mask RCNN:1||Masterslave system:1||Meander line:1||Medical Informatics:1||Medical Training:1||Medical and biological imaging:1||Medical optics:1||Meningeal carcinomatosis:1||Microcalcification Cluster:1||Microvessel density:1||Minimally Invasive Surgical Procedures:1||Mismatch repair deficiency:1||Mobile Applications:1||Mobile Robot:1||Morphological Analysis:1||Motion capture:1||Motion detection:1||Multiresolution ensemble learning:1||Multiple instance learning:1||Multiple myeloma:1||Myoma:1||Myomectomy:1||NDVI:1||NIR camera:1||Nasal fractures:1||Natural language processing:1||Navigation MRI:1||Neural network:1||Nonalcoholic fatty liver disease:1||Nonsmall cell lung cancer (NSCLC):1||Normal saline:1||Nurse–patient ratio:1||Nurse staffing:1||Nurse staffing grades:1||Nurse staffing level:1||Nursing shortage:1||Nutritional Intake:1||Object Detection:1||Openloaded Ttype stub:1||Optical:1||Optical flow:1||Optical properties:1||Oral Surgical Procedures:1||Osseointegration:1||Osteoarthritis:1||PACS:1||Pancreas:1||Pancreatic cyst lesion:1||Panoramic radiography:1||Papillary:1||Parathyroid gland:1||Pathology:1||Patient monitoring:1||Patients:1||Pectoralis muscles:1||Pelvic fracture:1||Pelvic fractures:1||Phonocardiogram:1||Physionet:1||Pill Classification:1||Pill identification:1||Pix2Pix:1||Pneumonia:1||Polyps:1||Posterior fossa:1||Preprocessing:1||Pretrained UNet:1||Product Labeling:1||Prognostic factor:1||Prone MRI:1||Prone position:1||Prostate cancer:1||Pterygium:1||Python:1||Quantitative Evaluation:1||Quantitative biomarker:1||Quantitative measurement:1||RGB channel superposition:1||Radiodensity:1||Range of motion:1||Rectal cancer:1||Remote monitoring system:1||Remotecontrol:1||Renal tumor classification:1||ResNet101:1||Resistmode:1||Resnet:1||Response Assessment in NeuroOncology Brain Metastases (RANOBM):1||Response evaluation criteria in solid tumors:1||SKI306X:1||Scoliosis:1||Segmentation. Convolution Neural Network:1||Selective wavelength filter:1||SelfManagement:1||Shoulder disease:1||Skeletal muscle:1||Skin prick test:1||Skull fractures:1||Small computer:1||Smart syringe:1||Smartphone:1||Smithchart:1||Social Media:1||Software:1||Spinal metastases:1||Spiral structure:1||Splitring structure:1||Stepped impedance resonator (SIR):1||Stub−loaded resonator:1||Support vector machine:1||Surgery:1||Surgery video:1||Surgical microscope:1||Surgical technique:1||Symmetrical observation:1||T−shaped band−stop filter:1||Tshaped SIR:1||Tshaped line:1||Tshaped transmission line:1||Tshaped transmissionline:1||TME:1||Tablets:1||Tanner and Whitehouse atlas:1||Template Matching:1||Tensorflow:1||Thoracic kyphosis:1||Threedimension:1||Thyroid Cancer:1||Thyroid imaging:1||Thyroid scanning procedure:1||Tissue location sensor:1||Transfer learning:1||Translation motion:1||Transmissionzero:1||Traumatic brain injury:1||Triage:1||Tumor:1||Tumor volume:1||UC:1||Ulcer:1||Ultrasound scanning robot:1||Upper Endoscopy:1||Upper limb rehabilitation:1||Urinary tract infection:1||UserCentered Design:1||VGGnet:1||Vascularity:1||Ventriculostomy:1||Vertebral compression fracture:1||Vertebral compression ratio:1||VggNet:1||Virtual Surgery Simulation:1||Vocal Cord:1||Volumetric liver:1||WIFI:1||Wavelength:1||Wharton&apos:1||Whole slide imaging:1||Wrist:1||XRay Computed:1||Xray:1||Xray Imaging:1||Xray computed:1||Xrays:1||XGBoost:1||YOLO:1||acetowhite:1||activeassisted exercises:1||actuator:1||air pollution:1||algorithms:1||anaplastic lymphoma kinase:1||asymmetrical LED beam irradiation:1||automatic:1||automatic temperature control:1||auxiliary system:1||bandpass filter:1||beam prism:1||benign paroxysmal positional vertigo:1||bidirectional check valve:1||blood clogged:1||bone graft substitute:1||brain malignancy:1||brain metastasis:1||camera:1||camera imaging:1||cancer cachexia:1||cancer prevention:1||cancer surgery:1||cerebrospinal fluid drainage:1||cervical cancer:1||chemo port:1||chemotherapy:1||chest Xray:1||chronic sinusitis:1||clinic bankruptcy:1||clinic closure:1||clock drawing test:1||colon cancer:1||compact size:1||compactsize:1||comparator:1||computed tomography:1||computer aided diagnosis:1||computer visionbased on deep learning:1||concave lens:1||conjunctiva:1||coupling effect:1||data normalization:1||deep vein thrombosis:1||detection:1||detection lesion of mass:1||diagnosis:1||diagnostic performance:1||diffusionweighted image:1||digital histopathology:1||dualband filter:1||economic characteristics:1||electroencephalogram:1||electromyography (EMG):1||emission power:1||endoscopic score:1||epidermal growth factor receptor:1||epidural space:1||esophagogastroduodenoscopy:1||estrogen:1||evidencebased medicine:1||external ventricular drain:1||feedback control:1||floating hologram:1||fluorescein:1||fluorescein sodium:1||fluorescence agent:1||fluorescence dye:1||fluorescence emissionguided:1||fluorescence emissionguided robot observation:1||fluorescence imaging device:1||force sensor:1||forward kinematics:1||full reflection mirror:1||fulvestrant:1||gastric lesion:1||gastroscopy:1||gelatin powder:1||gradient boosting classifier:1||health clinic:1||health facility closure:1||health insurance:1||healthcare resources:1||hemiplegic shoulder pain:1||hightemperature drug:1||history of medicine:1||hologram:1||horizontal nystagmus:1||hospital bankruptcy:1||hospital closure:1||hospital readmission:1||human:1||illuminance:1||image analysis:1||image processing:1||imaging:1||impedance control:1||impedance coordinate:1||increasing of beam power:1||increasing of beam width:1||infrared camera:1||infusion flow rate:1||injection:1||intensive care unit.:1||interference noise:1||intracranial pressure measurement:1||intraoperative histopathology:1||inverse kinematics:1||irradiance:1||knee osteoarthritis:1||knee radiographs:1||labelfree imaging:1||lambda(g)/4 transmission line:1||large vessel occlusion:1||laser:1||law:1||light emitting diode:1||light exposure:1||light reflection removal:1||linear polarizing filter:1||location inference:1||logistic regression:1||lookup table:1||lowpass filter:1||lung cancer:1||machinelearning:1||magnetic coupling:1||medical clinic:1||mesenchymal stem cells:1||microscope:1||minimum shooting points:1||mirror:1||mixer:1||monitoring:1||mortality:1||motion analysis:1||motion capture system:1||multiview network:1||multiclass segmentation:1||natural orifce surgery:1||negative pressure:1||neodymium magnet:1||neovascularisation:1||neurosurgery:1||nystagmus:1||nystagmus detection:1||object detection:1||observed 3D tissue:1||obstructive sleep apnea:1||optic disc:1||optical filter:1||osteoporosis:1||otitis media with effusion:1||otoendoscope:1||pallor:1||parameter estimation:1||paranasal sinus view:1||paranasal sinuses:1||pediatric:1||phantom test:1||phantom test imaging:1||photoacoustic microscopy:1||phototoxicity:1||posterior lumbar interbody fusion:1||postoperative:1||precision medicine:1||predict model:1||properties by areas:1||pulmonary embolism:1||pupil:1||pupil tracking:1||pyramid type:1||quasisymmetrical LED:1||random forest:1||rehospitalization:1||rectum:1||refraction:1||refraction power:1||regression:1||residential greenness:1||ribs:1||robot design:1||s jelly:1||sarcopenia:1||scapulohumeral rhythm:1||sector probe:1||segmentation:1||shoulder pain:1||shoulder pain treatment:1||shoulder rehabilitation robot:1||simaluation:1||sinusitis:1||small size:1||specular reflection removal:1||spinal stenosis:1||standardization evaluation:1||stripping:1||stroke:1||stromal vascular fraction:1||stub:1||subchondral sclerosis:1||support vector machine:1||surgery:1||surgical microscopy:1||surgical oncology:1||surgical robot:1||survival analysis:1||temperature adjustment:1||teriparatide:1||texture analysis:1||thermal chemotherapy:1||threedimensional region growing:1||total reflection glass material:1||transfer learning:1||transitional zone prostate cancer:1||tympanic membrane:1||ulcerative colitis:1||ultrasound gel:1||ultrasound test soft solid gel (ATS539):1||usability evaluation:1||vascular surgery:1||venous thromboembolism:1||vertebral compression fracture:1||vision monitoring:1||wiredriven method:1||zoominout:1||객체 검출:1||검출:1||고해상도 컴퓨터 단층촬영:1||광학 흐름:1||궤양성 대장염:1||낭포:1||내시경 영상:1||내시경 점수 시스템:1||대장 내시경:1||대장암:1||도시락 모니터링:1||동공:1||레티나넷:1||봉와양폐:1||안진:1||알고리즘:1||어깨 질환:1||염증성 장질환:1||영양섭취:1||욜로:1||움직임 감지:1||움직임 분석:1||위 병변:1||위궤양:1||위내시경 영상:1||이미지 분할:1||인공지능 모델:1||자동 검출:1||척추측만증:1||컴퓨터 보조 진단:1||콥 각도:1||합성곱 신경망:1||.:1||형태학적 분석:1||3D visualization:1||3Dclassification:1||7axis joint:1||AI model:1||AKT:1||Adenocarcinoma:1||Adoption:1||Aged:1||AlexNet:1||Algorithms:1||Alignment:1||Alzheimer's disease:1||Analyzer:1||Animal experiment:1||Anterior circulation stroke:1||Arthrometry:1||Artificial neural network:1||Asymmetric image quality phenomenon:1||Attention UNet:1||Augmented Reality:1||Automation:1||Bevacizumab:1||Biomarker:1||Biomarkers:1||Bleeding detection:1||Blink Detection:1||Body Mass Index (BMI):1||Bone Age:1||Bone age:1||Bone marrow:1||Brain Image Segmentation:1||Brain Tumor:1||Breast:1||Breast Density:1||Breast Mass:1||Breast mammogram:1||Brightness:1||CD:1||Cancer:1||Cardiovascular disease:1||Cartilage:1||Cataract surgery:1||Cauda equina syndrome:1||Cervical spine:1||Cervix Cancer:1||Chronic respiratory disease:1||Cobb angle:1||Colorectal Endoscope:1||Colpitts oscillator with ferrite coil:1||Compactsize:1||Computed Tomography:1||Computed Tomography (CT):1||Computed aided diagnosis (CAD):1||Computed radiography:1||Computer Aided Diagnosis(CAD):1||Computer aided diagnosis (CAD):1||ComputerAided Detection:1||ComputerAided Diagnosis:1||Computeraided diagnostic system:1||Computerassisted radiographic image interpretation:1||Concentration:1||Convolutional Neual Network:1||Convolutional Neural Network (CNN):1||Cracked tooth syndrome:1||Craniofacial bones:1||Custom Loss Function:1||Cyst:1||DEXA:1||Dartthrowing motion:1||Data Collection:1||Data Systems:1||Data augmentation:1||Dataset:1||Deep Neural Network:1||Deep vein thrombosis:1||DenseNet:1||DenseNet201:1||Dental Digital radiography:1||Dental Implant:1||Detection:1||Development:1||

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