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Saad Nadeem
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Depth reconstruction and computer-aided polyp detection in optical colonoscopy video frames
S Nadeem, A Kaufman
arXiv preprint arXiv:1609.01329, 2016
140*2016
Optimal mass transport with lagrangian workflow reveals advective and diffusion driven solute transport in the glymphatic system
S Koundal, R Elkin, S Nadeem, Y Xue, S Constantinou, S Sanggaard, ...
Scientific reports 10 (1), 1990, 2020
992020
Augmenting colonoscopy using extended and directional cyclegan for lossy image translation
S Mathew, S Nadeem, S Kumari, A Kaufman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
562020
Deep learning-inferred multiplex immunofluorescence for immunohistochemical image quantification
P Ghahremani, Y Li, A Kaufman, R Vanguri, N Greenwald, M Angelo, ...
Nature machine intelligence 4 (4), 401-412, 2022
52*2022
Spherical parameterization balancing angle and area distortions
S Nadeem, Z Su, W Zeng, A Kaufman, X Gu
IEEE transactions on visualization and computer graphics 23 (6), 1663-1676, 2016
502016
Robust and interpretable PAM50 reclassification exhibits survival advantage for myoepithelial and immune phenotypes
JC Mathews, S Nadeem, AJ Levine, M Pouryahya, JO Deasy, ...
NPJ Breast Cancer 5 (1), 30, 2019
302019
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation
N Dahiya, SR Alam, P Zhang, SY Zhang, A Yezzi, S Nadeem
Medical Physics 48 (9), 5130-5141, 2021
262021
Multimarginal wasserstein barycenter for stain normalization and augmentation
S Nadeem, T Hollmann, A Tannenbaum
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
242020
Pancreas and cyst segmentation
K Dmitriev, I Gutenko, S Nadeem, A Kaufman
Medical Imaging 2016: Image Processing 9784, 628-634, 2016
242016
GlymphVIS: visualizing glymphatic transport pathways using regularized optimal transport
R Elkin, S Nadeem, E Haber, K Steklova, H Lee, H Benveniste, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
232018
Functional network analysis reveals an immune tolerance mechanism in cancer
JC Mathews, S Nadeem, M Pouryahya, Z Belkhatir, JO Deasy, AJ Levine, ...
Proceedings of the National Academy of Sciences 117 (28), 16339-16345, 2020
222020
Corresponding supine and prone colon visualization using eigenfunction analysis and fold modeling
S Nadeem, J Marino, X Gu, A Kaufman
IEEE Transactions on Visualization and Computer Graphics 23 (1), 751-760, 2016
212016
Reproducible and interpretable spiculation quantification for lung cancer screening
W Choi, S Nadeem, SR Alam, JO Deasy, A Tannenbaum, W Lu
Computer methods and programs in biomedicine 200, 105839, 2021
19*2021
Quantification of accumulated dose and associated anatomical changes of esophagus using weekly Magnetic Resonance Imaging acquired during radiotherapy of locally advanced lung …
S Alam, M Thor, A Rimner, N Tyagi, SY Zhang, LC Kuo, S Nadeem, W Lu, ...
Physics and imaging in radiation oncology 13, 36-43, 2020
192020
CMed: Crowd analytics for medical imaging data
JH Park, S Nadeem, S Boorboor, J Marino, A Kaufman
IEEE transactions on visualization and computer graphics 27 (6), 2869-2880, 2021
18*2021
C2A: Crowd consensus analytics for virtual colonoscopy
JH Park, S Nadeem, S Mirhosseini, A Kaufman
2016 IEEE Conference on Visual Analytics Science and Technology (VAST), 21-30, 2016
182016
Measuring robustness of brain networks in autism spectrum disorder with Ricci curvature
AK Simhal, KLH Carpenter, S Nadeem, J Kurtzberg, A Song, ...
Scientific reports 10 (1), 10819, 2020
152020
Quantification of local metabolic tumor volume changes by registering blended PET-CT images for prediction of pathologic tumor response
S Riyahi, W Choi, CJ Liu, S Nadeem, S Tan, H Zhong, W Chen, AJ Wu, ...
Data Driven Treatment Response Assessment and Preterm, Perinatal, and …, 2018
152018
Generalizable cone beam CT esophagus segmentation using physics-based data augmentation
SR Alam, T Li, P Zhang, SY Zhang, S Nadeem
Physics in Medicine & Biology 66 (6), 065008, 2021
14*2021
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides
P Ghahremani, J Marino, R Dodds, S Nadeem
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
132022
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