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ORCIDSaad Nadeem
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2020 – today
- 2024
[i35]Talat Zehra, Joseph Marino, Wendy Wang, Grigoriy Frantsuzov, Saad Nadeem:
Rethinking Histology Slide Digitization Workflows for Low-Resource Settings. CoRR abs/2405.08169 (2024)- 2023
- [j11]Shreeraj Jadhav
, Mahsa Torkaman, Allen R. Tannenbaum, Saad Nadeem, Arie E. Kaufman:
Volume Exploration Using Multidimensional Bhattacharyya Flow. IEEE Trans. Vis. Comput. Graph. 29(3): 1651-1663 (2023) - [c20]Parmida Ghahremani, Joseph Marino, Juan Hernandez-Prera, Janis V. de la Iglesia, Robbert J. C. Slebos, Christine H. Chung, Saad Nadeem:
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment. MICCAI (6) 2023: 704-713 - [c19]Braden Roper, James C. Mathews, Saad Nadeem, Ji Hwan Park:
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification. IEEE VIS (Short Papers) 2023: 106-110 - [i34]Donghoon Lee, Ellen Yorke, Masoud Zarepisheh, Saad Nadeem, Yu-Chi Hu:
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans. CoRR abs/2301.11422 (2023) - [i33]Parmida Ghahremani, Joseph Marino, Juan Hernandez-Prera, Janis V. de la Iglesia, Robbert J. C. Slebos, Christine H. Chung, Saad Nadeem:
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment. CoRR abs/2305.16465 (2023) - [i32]Braden Roper, James C. Mathews, Saad Nadeem, Ji Hwan Park:
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification. CoRR abs/2309.04423 (2023) - [i31]Shawn Mathew, Saad Nadeem, Alvin C. Goh, Arie E. Kaufman:
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches. CoRR abs/2310.00868 (2023) - 2022
- [j10]Parmida Ghahremani, Yanyun Li, Arie E. Kaufman, Rami Vanguri, Noah Greenwald, Michael Angelo, Travis J. Hollmann, Saad Nadeem:
Deep learning-inferred multiplex immunofluorescence for immunohistochemical image quantification. Nat. Mach. Intell. 4(4): 401-412 (2022) - [c18]Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem:
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides. CVPR 2022: 21367-21373 - [c17]Wookjin Choi, Navdeep Dahiya, Saad Nadeem:
CIRDataset: A Large-Scale Dataset for Clinically-Interpretable Lung Nodule Radiomics and Malignancy Prediction. MICCAI (5) 2022: 13-22 - [c16]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy. MICCAI (8) 2022: 519-529 - [i30]Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem:
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides. CoRR abs/2204.04494 (2022) - [i29]Wookjin Choi, Navdeep Dahiya, Saad Nadeem:
CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction. CoRR abs/2206.14903 (2022) - [i28]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy. CoRR abs/2206.14951 (2022) - [i27]Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem:
Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function. CoRR abs/2207.03414 (2022) - [i26]Alexandre Tiard, Alex Wong, David Joon Ho, Yangchao Wu, Eliram Nof, Stefano Soatto, Saad Nadeem:
Stain-invariant self supervised learning for histopathology image analysis. CoRR abs/2211.07590 (2022) - 2021
- [j9]Wookjin Choi, Saad Nadeem, Sadegh R. Alam, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu:
Reproducible and Interpretable Spiculation Quantification for Lung Cancer Screening. Comput. Methods Programs Biomed. 200: 105839 (2021) - [j8]Ji Hwan Park, Saad Nadeem, Saeed Boorboor, Joseph Marino, Arie E. Kaufman:
CMed: Crowd Analytics for Medical Imaging Data. IEEE Trans. Vis. Comput. Graph. 27(6): 2869-2880 (2021) - [c15]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
Visualizing Missing Surfaces In Colonoscopy Videos Using Shared Latent Space Representations. ISBI 2021: 329-333 - [c14]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos. MICCAI (3) 2021: 221-230 - [i25]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
Visualizing Missing Surfaces In Colonoscopy Videos using Shared Latent Space Representations. CoRR abs/2101.07280 (2021) - [i24]Navdeep Dahiya, Sadegh R. Alam, Pengpeng Zhang, Si-Yuan Zhang, Anthony J. Yezzi, Saad Nadeem:
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation. CoRR abs/2103.05690 (2021) - [i23]Navdeep Dahiya, Gourav Jhanwar, Anthony J. Yezzi, Masoud Zarepisheh, Saad Nadeem:
Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans. CoRR abs/2106.03705 (2021) - [i22]Donghoon Lee, Sadegh R. Alam, Jue Jiang, Pengpeng Zhang, Saad Nadeem, Yu-Chi Hu:
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy. CoRR abs/2106.09076 (2021) - [i21]Shawn Mathew, Saad Nadeem, Arie E. Kaufman:
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos. CoRR abs/2106.12522 (2021) - 2020
- [c13]Shawn Mathew, Saad Nadeem, Sruti Kumari, Arie E. Kaufman:
Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation. CVPR 2020: 4695-4704 - [c12]Donghoon Lee, Sadegh R. Alam, Saad Nadeem, Jue Jiang, Pengpeng Zhang, Yu-Chi Hu:
Longitudinal Prediction of Radiation-Induced Anatomical Changes of Parotid Glands During Radiotherapy Using Deep Learning. PRIME@MICCAI 2020: 123-132 - [c11]Saad Nadeem, Travis J. Hollmann, Allen R. Tannenbaum:
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation. MICCAI (5) 2020: 362-371 - [c10]Rena Elkin, Saad Nadeem, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum:
Fisher-Rao Regularized Transport Analysis of the Glymphatic System and Waste Drainage. MICCAI (7) 2020: 573-582 - [i20]Shawn Mathew, Saad Nadeem, Sruti Kumari, Arie E. Kaufman:
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation. CoRR abs/2003.12473 (2020) - [i19]Saad Nadeem, Travis J. Hollmann, Allen R. Tannenbaum:
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation. CoRR abs/2006.14566 (2020) - [i18]Sadegh R. Alam, Tianfang Li, Si-Yuan Zhang, Pengpeng Zhang, Saad Nadeem:
Generalizable Cone Beam CT Esophagus Segmentation Using In Silico Data Augmentation. CoRR abs/2006.15713 (2020)
2010 – 2019
- 2019
- [j7]Ming Ma, Joseph Marino, Saad Nadeem, Xianfeng Gu:
Supine to prone colon registration and visualization based on optimal mass transport. Graph. Model. 104 (2019) - [j6]Shreeraj Jadhav, Saad Nadeem, Arie E. Kaufman:
FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels. IEEE Trans. Vis. Comput. Graph. 25(9): 2725-2737 (2019) - [j5]Ji Hwan Park, Saad Nadeem, Arie E. Kaufman:
GeoBrick: exploration of spatiotemporal data. Vis. Comput. 35(2): 191-204 (2019) - 2018
- [j4]Liang Shen, Dengming Zhu, Saad Nadeem, Zhaoqi Wang, Arie E. Kaufman:
Radiative Transport Based Flame Volume Reconstruction from Videos. IEEE Trans. Vis. Comput. Graph. 24(7): 2209-2222 (2018) - [j3]Saad Nadeem, Xianfeng Gu, Arie E. Kaufman:
LMap: Shape-Preserving Local Mappings for Biomedical Visualization. IEEE Trans. Vis. Comput. Graph. 24(12): 3111-3122 (2018) - [c9]Sadegh Riyahi, Wookjin Choi, Chia-Ju Liu, Saad Nadeem, Shan Tan, Hualiang Zhong, Wengen Chen, Abraham J. Wu, James G. Mechalakos, Joseph O. Deasy, Wei Lu:
Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response. DATRA/PIPPI@MICCAI 2018: 31-41 - [c8]Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu:
Interpretable Spiculation Quantification for Lung Cancer Screening. ShapeMI@MICCAI 2018: 38-48 - [c7]Rena Elkin, Saad Nadeem, Eldad Haber, Klara Steklova, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum:
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. MICCAI (1) 2018: 844-852 - [i17]Rena Elkin, Saad Nadeem, Eldad Haber, Klara Steklova, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum:
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. CoRR abs/1808.08304 (2018) - [i16]Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu:
Interpretable Spiculation Quantification for Lung Cancer Screening. CoRR abs/1808.08307 (2018) - [i15]Sadegh Riyahi, Wookjin Choi, Chia-Ju Liu, Saad Nadeem, Shan Tan, Hualiang Zhong, Wengen Chen, Abraham J. Wu, James G. Mechalakos, Joseph O. Deasy, Wei Lu:
Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response. CoRR abs/1808.08312 (2018) - [i14]Saeed Boorboor, Saad Nadeem, Ji Hwan Park, Kevin Baker, Arie E. Kaufman:
Crowdsourcing Lung Nodules Detection and Annotation. CoRR abs/1809.06402 (2018) - [i13]Ji Hwan Park, Saad Nadeem, Joseph Marino, Kevin Baker, Matthew A. Barish, Arie E. Kaufman:
Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos. CoRR abs/1809.06408 (2018) - [i12]Liang Shen, Dengming Zhu, Saad Nadeem, Zhaoqi Wang, Arie E. Kaufman:
Radiative Transport Based Flame Volume Reconstruction from Videos. CoRR abs/1809.06417 (2018) - [i11]Saad Nadeem, Xianfeng Gu, Arie E. Kaufman:
LMap: Shape-Preserving Local Mappings for Biomedical Visualization. CoRR abs/1809.06442 (2018) - [i10]Shreeraj Jadhav, Saad Nadeem, Arie E. Kaufman:
FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels. CoRR abs/1810.05220 (2018) - [i9]Saad Nadeem, Joseph Marino, Xianfeng Gu, Arie E. Kaufman:
Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. CoRR abs/1810.08850 (2018) - [i8]Saad Nadeem, Arie E. Kaufman:
Visualization Framework for Colonoscopy Videos. CoRR abs/1810.08998 (2018) - [i7]Ji Hwan Park, Saad Nadeem, Seyedkoosha Mirhosseini, Arie E. Kaufman:
C2A: Crowd Consensus Analytics for Virtual Colonoscopy. CoRR abs/1810.09012 (2018) - [i6]Saad Nadeem, Zhengyu Su, Wei Zeng, Arie E. Kaufman, Xianfeng Gu:
Spherical Parameterization Balancing Angle and Area Distortions. CoRR abs/1810.09031 (2018) - 2017
- [j2]Saad Nadeem, Joseph Marino, Xianfeng Gu, Arie E. Kaufman:
Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. IEEE Trans. Vis. Comput. Graph. 23(1): 751-760 (2017) - [j1]Saad Nadeem, Zhengyu Su, Wei Zeng, Arie E. Kaufman, Xianfeng Gu:
Spherical Parameterization Balancing Angle and Area Distortions. IEEE Trans. Vis. Comput. Graph. 23(6): 1663-1676 (2017) - 2016
- [c6]Ji Hwan Park, Saad Nadeem, Seyedkoosha Mirhosseini, Arie E. Kaufman:
C2A: Crowd consensus analytics for virtual colonoscopy. VAST 2016: 21-30 - [c5]Saad Nadeem, Arie E. Kaufman:
Multimodal brain visualization. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97881Y - [c4]Saad Nadeem, Arie E. Kaufman:
Computer-aided detection of polyps in optical colonoscopy images. Medical Imaging: Computer-Aided Diagnosis 2016: 978525 - [c3]Saad Nadeem, Arie E. Kaufman:
Visualization framework for colonoscopy videos. Medical Imaging: Image-Guided Procedures 2016: 97861T - [c2]Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman:
Pancreas and cyst segmentation. Medical Imaging: Image Processing 2016: 97842C - [c1]Saad Nadeem, Arie E. Kaufman:
Shape-based multifeature brain parcellation. Medical Imaging: Image Processing 2016: 978430 - [i5]Ji Hwan Park, Seyedkoosha Mirhosseini, Saad Nadeem, Joseph Marino, Arie E. Kaufman, Kevin Baker, Matthew A. Barish:
Crowdsourcing for Identification of Polyp-Free Segments in Virtual Colonoscopy Videos. CoRR abs/1606.06702 (2016) - [i4]Saad Nadeem, Rui Shi, Joseph Marino, Wei Zeng, Xianfeng Gu, Arie E. Kaufman:
Registration of Volumetric Prostate Scans using Curvature Flow. CoRR abs/1608.00921 (2016) - [i3]Saad Nadeem, Arie E. Kaufman:
Multimodal Brain Visualization. CoRR abs/1608.00936 (2016) - [i2]Saad Nadeem, Arie E. Kaufman:
Depth Reconstruction and Computer-Aided Polyp Detection in Optical Colonoscopy Video Frames. CoRR abs/1609.01329 (2016) - [i1]Zafar Ayyub Qazi, Saad Nadeem, Zartash Afzal Uzmi:
MAC Rate Adaptation and Cross Layer Behavior for Vehicular WiFi Access: An Experimental Study. CoRR abs/1610.03834 (2016)
Coauthor Index
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