Shin, Hoo-Chang
- Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016/02/10 by Hoo-Chang Shin, Shin, Hoo-Chang, Holger R. Roth +15 · 16 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation
2015/06/22 by Roth, Holger R., Lu, Le, Farag, Amal +4 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks
2018/07/26 by Shin, Hoo-Chang, Tenenholtz, Neil A, Rogers, Jameson K +5 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- BioMegatron: Larger Biomedical Domain Language Model
2020/10/12 by Hoo-Chang Shin, Yang Zhang, Shin, Hoo-Chang +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI
2020/08/10 by Shin, Hoo-Chang, Ihsani, Alvin, Xu, Ziyue +5 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages
2025/05/16 by Wang, Zhilin, Zeng, Jiaqi, Delalleau, Olivier +6 · 20 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
2016/03/28 by Hoo-Chang Shin, Shin, Hoo-Chang, Kirk Roberts +9 · 3 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
2025/03/06 by Wang, Zhilin, Zeng, Jiaqi, Delalleau, Olivier +6 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesis
2020/08/10 by Hoo-Chang Shin, Alvin Ihsani, Shin, Hoo-Chang +11 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network
2019/07/08 by Ziyue Xu, Xu, Ziyue, Xiaosong Wang +13 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Cell Image Analysis Techniques #Radiomics and Machine Learning in Medical Imaging