Polina Golland

1. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
   2014/12/04 by Bjoern Menze, Bjoern H. Menze, Andras Jakab +85 · 282 citations
   Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
2. NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI
   2023/06/01 by Junshen Xu, Daniel Moyer, Borjan Gagoski +4 · 18 citations
3. Fast Auto-Differentiable Digitally Reconstructed Radiographs for Solving Inverse Problems in Intraoperative Imaging
   2022/08/26 by Vivek Gopalakrishnan, Gopalakrishnan, Vivek, Polina Golland +1 · 13 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
4. Interpolating between Images with Diffusion Models
   2023/07/24 by Clinton Wang, Wang, Clinton J., Polina Golland +1 · 12 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
5. Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes\n from clinical MRI exams with scans of different orientation, resolution and\n contrast
   2020/12/24 by Juan Eugenio Iglesias, Iglesias, Juan Eugenio, Benjamin Billot +15 · 8 citations
   Computer Science · Medicine · #Advanced MRI Techniques and Applications #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 #Medical Imaging Techniques and Applications #electronic engineering #information engineering
6. Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast
   2021/05/25 by Juan Eugenio Iglesias, Benjamin Billot, Yaël Balbastre +7 · 7 citations
   Medicine · Computer Science · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Image Segmentation Techniques
7. Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis
   2024/11/04 by Neel Dey, Benjamin Billot, Dey, Neel +13 · 12 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
8. Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary\n Edema Assessment
   2020/08/22 by Geeticka Chauhan, Ruizhi Liao, Chauhan, Geeticka +15 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
9. Diversity Measurement and Subset Selection for Instruction Tuning Datasets
   2024/02/04 by Peiqi Wang, Wang, Peiqi, Yikang Shen +11 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
10. DEMI: Discriminative Estimator of Mutual Information
    2020/10/05 by Ruizhi Liao, Daniel Moyer, Liao, Ruizhi +5 · 3 citations
    Computer Science · #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)
11. Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network
    2019/07/10 by Junshen Xu, Xu, Junshen, Molin Zhang +13 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Neonatal and fetal brain pathology #electronic engineering #information engineering
12. A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation
    2018/03/20 by Jie Luo, Luo, Jie, Matt Toews +23 · 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
13. Calibrating Expressions of Certainty
    2024/10/06 by Peiqi Wang, Wang, Peiqi, Yingcheng Liu +12 · 3 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)
14. Data Consistent Deep Rigid MRI Motion Correction
    2023/01/25 by Nalini M. Singh, Nalini Singh, Neel Dey +14 · 1 voice · 1 citation
    Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #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) #Medical Imaging Techniques and Applications #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
15. Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction
    2024/11/28 by Vivek Gopalakrishnan, Momeni, Mohammadhossein, Neel Dey +6 · 2 citations
    Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Advanced Radiotherapy Techniques
16. Volumetric Parameterization of the Placenta to a Flattened Template
    2021/11/15 by S. Mazdak Abulnaga, Abulnaga, S. Mazdak, Esra Abacı Türk +9 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #MRI in cancer diagnosis #Pregnancy and preeclampsia studies
17. SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking
    2024/07/29 by Jian Wang, Razieh Faghihpirayesh, Wang, Jian +5 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Neonatal and fetal brain pathology #electronic engineering #information engineering
18. Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging
    2024/09/26 by Paul Weiser, Georg Langs, Weiser, Paul +25 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering