Gao, Mingchen

1. 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
2. Brain Tumor Segmentation on MRI with Missing Modalities
   2019/04/15 by Shen, Yan, Gao, Mingchen · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation
   2019/11/05 by Zhanghexuan Ji, Yan Shen, Ji, Zhanghexuan +5 · 1 citation
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #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) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #electronic engineering #information engineering
4. Soft-Attention Improves Skin Cancer Classification Performance
   2021/05/05 by Soumyya Kanti Datta, Datta, Soumyya Kanti, Mohammad Abuzar Shaikh +5 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Nonmelanoma Skin Cancer Studies #electronic engineering #information engineering
5. Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment
   2021/09/04 by Zhanghexuan Ji, Ji, Zhanghexuan, Mohammad Abuzar Shaikh +9 · 1 citation
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications #Topic Modeling #electronic engineering #information engineering
6. Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans
   2023/02/01 by Zhanghexuan Ji, Dazhou Guo, Ji, Zhanghexuan +21 · 1 citation
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging