William M. Wells

1. Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation
   2019/11/30 by Alireza Mehrtash, William M. Wells III, William M. Wells +3 · 23 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #cs.CV #eess.IV
2. Equivariant Filters for Efficient Tracking in 3D Imaging
   2021/03/18 by Daniel Moyer, Moyer, Daniel, Esra Abaci Turk +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #cs.CV #cs.LG #q-bio.QM
3. Are Registration Uncertainty and Error Monotonically Associated
   2019/08/21 by Jie Luo, Sarah Frisken, Luo, Jie +11 · 2 citations
   Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #cs.CV
4. DEMI: Discriminative Estimator of Mutual Information
   2020/10/05 by Ruizhi Liao, Liao, Ruizhi, Daniel Moyer +5 · 3 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
5. SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration
   2022/05/15 by Sean I. Young, Young, Sean I., Yaël Balbastre +9 · 2 citations
   Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
6. Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound
   2023/02/15 by Ruben T. Lucassen, Mohammad H. Jafari, Lucassen, Ruben T. +39 · 2 citations
   Medicine · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiology practices and education #Ultrasound in Clinical Applications #electronic engineering #information engineering
7. Calibrating Expressions of Certainty
   2024/10/06 by Peiqi Wang, Wang, Peiqi, Lam, Barbara D. +12 · 4 citations
   Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation
   2018/03/20 by Jie Luo, Luo, Jie, Matt Toews +26 · 1 citation
   Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Surgical Simulation and Training #cs.CV
9. TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography
   2022/10/13 by Tengfei Xue, Fan Zhang, Xue, Tengfei +21 · 1 citation
   Medicine · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #MRI in cancer diagnosis
10. Intraoperative Registration by Cross-Modal Inverse Neural Rendering
    2024/09/18 by Maximilian Fehrentz, Fehrentz, Maximilian, Mohammad Farid Azampour +17 · 3 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Surgical Simulation and Training
11. Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound
    2024/09/12 by Hassan Rasheed, Reuben Dorent, Rasheed, Hassan +15 · 2 citations
    Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Surgical Simulation and Training
12. Multi-modal volume registration by maximization of mutual information
    1996/03/01 by William M. Wells, Paul Viola, Hideki Atsumi +2 · 1 citation
    Computer Science · Engineering · Mathematics · Medicine · #Advanced Image Fusion Techniques #Artificial intelligence #Computer science #Computer vision #Expectation–maximization algorithm #Image (mathematics) #Image registration #Mathematical optimization #Mathematics #Maximization #Maximum likelihood #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Medical imaging #Mutual information #Orientation (vector space) #Position (finance) #Segmentation #Volume (thermodynamics)