Michael B. Wallace
- Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning
2024/05/20 by Zheyuan Zhang, Zhang, Zheyuan, Elif Keleş +73 · 14 citations
Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydraulic Fracturing and Reservoir Analysis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Artificial intelligence and colonoscopy experience: lessons from two randomised trials
2021/06/29 by Alessandro Repici, Marco Spadaccini, Giulio Antonelli +26 · 28 citations
Medicine · Computer Science · #Colorectal Cancer Screening and Detection #AI in cancer detection #Artificial Intelligence in Healthcare and Education
- Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI
2024/10/29 by Hongyi Pan, Pan, Hongyi, Görkem Durak +35 · 4 citations
Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Parallel #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Radiomics Boosts Deep Learning Model for IPMN Classification
2023/09/11 by Lanhong Yao, Yao, Lanhong, Zheyuan Zhang +31 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Pancreatic and Hepatic Oncology Research #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Computer-aided detection-assisted colonoscopy: classification and relevance of false positives
2020/06/16 by Cesare Hassan, Matteo Badalamenti, Roberta Maselli +25 · 26 citations
Medicine · #Colorectal Cancer Screening and Detection #Gastrointestinal Bleeding Diagnosis and Treatment #Microscopic Colitis
- A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications
2022/12/14 by Tara M. Pattilachan, Pattilachan, Tara M., Uğur Demir +17 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Colorectal endoscopic mucosal resection (EMR)
2017/06/14 by Pujan Kandel, Michael B. Wallace · 1 citation
Medicine · #Colorectal Cancer Screening and Detection #Colorectal Cancer Surgical Treatments #Gastric Cancer Management and Outcomes
- AGA Clinical Practice Update on Screening and Surveillance in Individuals at Increased Risk for Gastric Cancer in the United States: Expert Review
2024/12/24 by Shailja C. Shah, Andrew Y. Wang, Michael B. Wallace +1 · 1 voice · 1 citation
Medicine · #Colorectal Cancer Screening and Detection #Gastric Cancer Management and Outcomes #Helicobacter pylori-related gastroenterology studies
- Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation
2024/07/27 by Linkai Peng, Peng, Linkai, Zheyuan Zhang +11 · 1 citation
Computer Science · Health Professions · Neuroscience · #AI in cancer detection #Artificial Intelligence in Healthcare #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) #electronic engineering #information engineering