DGIST Scholar: 2. Conference Papers

DGIST ScholarDepartment of Robotics Engineering Medical Image & Signal Processing Lab

2. Conference Papers 22

Issue Date	Title First-Author(s) Citation	Views
2018	뇌질환에 따른 MR 영상 내 지역별 패턴변화 추출 및 이상부위 검출 박상현 제30회 영상처리 및 이해에 관한 워크샵	98
2018	머신러닝 기법을 이용한 의료영상처리 및 분석 박상현 제 1차 이화 메디테크포럼	89
2018	Tracking of medical micro-robot using convolutional neural network Park, Sang Hyun International Conference on Manipulation, Automation and Robotics at Small Scales (MARSS)	77
2018	Extraction of imaging bio-markers using sparsity constrained classification Park, Sang Hyun 제32회 대한의학영상정보학회 학술대회	94
2019	딥러닝 기반 워터쉐드 알고리즘을 이용한 세포 분할 기법 권문기; Acevedo, Miguel Andres Luna; Park, Sang Hyun IPIU 2019: 제 31회 영상처리 및 이해에 관한 워크샵	96
2019	클래스활성지도를 이용한 안구 질환에 따른 광관섭단층영상 내 특징 추출 이경민; 정의진; Park, Sang Hyun IPIU 2019: 제 31회 영상처리 및 이해에 관한 워크샵	71
2019	Recurrent Attention Models for Tissue Histopathology Image Classification Chikontwe, Philip; Kim, Junghwan; Won, Dong Kyu; Ullah, Ihsan; Park, Sang Hyun IPIU 2019: 제 31회 영상처리 및 이해에 관한 워크샵	105
2019	Image-based diagnosis & biomarker extraction using machine learning Park, Sang Hyun 2019 Neuroscience Forum on AD	73
2019	Analysis on Brain MR Images Using Deep Learning Park, Sang Hyun 7th International Congress on Magnetic Resonance Imaging (ICMRI 2019)	93
2019	Spinal Stenosis Grading in MRI using Deep Convolutional Neural Networks Park, Sang Hyun 2019 CAOS-KOREA 추계학술대회	93
2019	Brain Image Segmentation & Biomarker Extraction using Machine Learning Park, Sang Hyun 2019 China-Korea Frontier Symposium on Artificial Intelligent and Brain Science	90
2019	Real-time 3D Ultrasound Bone Model Reconstruction and Its Registration with MR Bone Model for Localization of Intramedullary Cystic Bone Lesion Zaman, Asaduz; Park, Sang Hyun; Luna, Acevedo Miguel Andres; Park, Youngkyun; Bang, Hyunhee; Park, Chul-woo; Park, Ilhuyng; Journg, Sanghyun The 15th Asian Conference on Computer Aided Surgery (ACCAS)	82
2020	Few-shot relation learning with attention for EEG-based motor imagery classification An, Sion; Kim, Soopil; Chikontwe, Philip; Park, Sang Hyun 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020, 10933-10938	127
2020	Low-Dose CT Denoising Using Octave Convolution with High and Low Frequency Bands Won, Dongkyu; An, Sion; Park, Sang Hyun; Ye, Dong Hye International Conference on Medical Image Computing and Computer Assisted Intervention, 68-78	219
2020	Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction Kim, Soopil; Luna, Acevedo Miguel Andres; Chikontwe, Philip; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 200-209	242
2020	Conditional Generative Adversarial Network for Predicting 3D Medical Images Affected by Alzheimer’s Diseases Jung, Euijin; Luna, Acevedo Miguel Andres; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 79-90	207
2020	Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein Angiography Lee, Gyoeng Min; Seo, Kwang Deok; Song, Hye Ju; Park, Dong Geun; Ryu, Ga Hyung; Sagong, Min; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 201-210	214
2020	Multiple Instance Learning with Center Embeddings for Histopathology Classification Chikontwe, Philip; Kim, Meejeong; Nam, Soojeong; Go, Heounjeong; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 519-528	234
2019	Catheter synthesis in X-Ray fluoroscopy with generative adversarial networks Ullah, Ihsan; Chikontwe P.; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 125-133	805
2019	Precise separation of adjacent nuclei using a siamese neural network Acevedo, Miguel Andres Luna; Kwon, Mungi; Park, Sang Hyun International Conference on Medical Image Computing and Computer Assisted Interventions, 577-585	819

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2. Conference Papers 22

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