Saad Nadeem

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 65

Top Topics

Virtual Colonoscopy

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Talat Zehra, Joseph Marino, Wendy Wang, Grigoriy Frantsuzov, Saad Nadeem
Rethinking Histology Slide Digitization Workflows for Low-Resource Settings. CoRR (2024)
Braden Roper, James C. Mathews, Saad Nadeem, Ji Hwan Park
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification. IEEE VIS (Short Papers) (2023)
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)
Donghoon Lee, Ellen Yorke, Masoud Zarepisheh, Saad Nadeem, Yu-Chi Hu
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans. CoRR (2023)
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) (2023)
Braden Roper, James C. Mathews, Saad Nadeem, Ji Hwan Park
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification. CoRR (2023)
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 (2023)
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 (2023)
Wookjin Choi, Navdeep Dahiya, Saad Nadeem
CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction. CoRR (2022)
Parmida Ghahremani, Yanyun Li, Arie 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) (2022)
Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem
Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function. CoRR (2022)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy. CoRR (2022)
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 (2022)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy. MICCAI (8) (2022)
Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides. CoRR (2022)
Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides. CVPR (2022)
Wookjin Choi, Navdeep Dahiya, Saad Nadeem
CIRDataset: A Large-Scale Dataset for Clinically-Interpretable Lung Nodule Radiomics and Malignancy Prediction. MICCAI (5) (2022)
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 (2021)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
Visualizing Missing Surfaces In Colonoscopy Videos Using Shared Latent Space Representations. ISBI (2021)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
Visualizing Missing Surfaces In Colonoscopy Videos using Shared Latent Space Representations. CoRR (2021)
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 (2021)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos. CoRR (2021)
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 (2021)
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 (2021)
Shawn Mathew, Saad Nadeem, Arie E. Kaufman
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos. MICCAI (3) (2021)
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) (2021)
Saad Nadeem, Travis Hollmann, Allen R. Tannenbaum
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation. MICCAI (5) (2020)
Sadegh R. Alam, Tianfang Li, Si-Yuan Zhang, Pengpeng Zhang, Saad Nadeem
Generalizable Cone Beam CT Esophagus Segmentation Using In Silico Data Augmentation. CoRR (2020)
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)
Shawn Mathew, Saad Nadeem, Sruti Kumari, Arie E. Kaufman
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation. CoRR (2020)
Saad Nadeem, Travis Hollmann, Allen R. Tannenbaum
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation. CoRR (2020)
Shawn Mathew, Saad Nadeem, Sruti Kumari, Arie E. Kaufman
Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation. CVPR (2020)
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)
Shreeraj Jadhav, Saad Nadeem, Arie E. Kaufman
FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels. IEEE Trans. Vis. Comput. Graph. 25 (9) (2019)
Ming Ma, Joseph Marino, Saad Nadeem, Xianfeng Gu
Supine to prone colon registration and visualization based on optimal mass transport. Graph. Model. 104 (2019)
Ji Hwan Park, Saad Nadeem, Arie E. Kaufman
GeoBrick: exploration of spatiotemporal data. Vis. Comput. 35 (2) (2019)
Saad Nadeem, Arie E. Kaufman
Visualization Framework for Colonoscopy Videos. CoRR (2018)
Saeed Boorboor, Saad Nadeem, Ji Hwan Park, Kevin Baker, Arie E. Kaufman
Crowdsourcing Lung Nodules Detection and Annotation. CoRR (2018)
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 (2018)
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) (2018)
Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu
Interpretable Spiculation Quantification for Lung Cancer Screening. CoRR (2018)
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)
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)
Shreeraj Jadhav, Saad Nadeem, Arie E. Kaufman
FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels. CoRR (2018)
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 (2018)
Liang Shen, Dengming Zhu, Saad Nadeem, Zhaoqi Wang, Arie E. Kaufman
Radiative Transport Based Flame Volume Reconstruction from Videos. CoRR (2018)
Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu
Interpretable Spiculation Quantification for Lung Cancer Screening. ShapeMI@MICCAI (2018)
Saad Nadeem, Xianfeng Gu, Arie E. Kaufman
LMap: Shape-Preserving Local Mappings for Biomedical Visualization. IEEE Trans. Vis. Comput. Graph. 24 (12) (2018)
Saad Nadeem, Joseph Marino, Xianfeng Gu, Arie E. Kaufman
Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. CoRR (2018)
Ji Hwan Park, Saad Nadeem, Joseph Marino, Kevin Baker, Matthew A. Barish, Arie E. Kaufman
Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos. CoRR (2018)
Ji Hwan Park, Saad Nadeem, Seyedkoosha Mirhosseini, Arie E. Kaufman
C2A: Crowd Consensus Analytics for Virtual Colonoscopy. CoRR (2018)
Saad Nadeem, Zhengyu Su, Wei Zeng, Arie E. Kaufman, Xianfeng Gu
Spherical Parameterization Balancing Angle and Area Distortions. CoRR (2018)
Saad Nadeem, Xianfeng Gu, Arie E. Kaufman
LMap: Shape-Preserving Local Mappings for Biomedical Visualization. CoRR (2018)
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) (2017)
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) (2017)
Saad Nadeem, Arie E. Kaufman
Computer-aided detection of polyps in optical colonoscopy images. Medical Imaging: Computer-Aided Diagnosis (2016)
Saad Nadeem, Rui Shi, Joseph Marino, Wei Zeng, Xianfeng Gu, Arie E. Kaufman
Registration of Volumetric Prostate Scans using Curvature Flow. CoRR (2016)
Saad Nadeem, Arie E. Kaufman
Multimodal Brain Visualization. CoRR (2016)
Saad Nadeem, Arie E. Kaufman
Multimodal brain visualization. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Saad Nadeem, Arie E. Kaufman
Visualization framework for colonoscopy videos. Medical Imaging: Image-Guided Procedures (2016)
Saad Nadeem, Arie E. Kaufman
Depth Reconstruction and Computer-Aided Polyp Detection in Optical Colonoscopy Video Frames. CoRR (2016)
Saad Nadeem, Arie E. Kaufman
Shape-based multifeature brain parcellation. Medical Imaging: Image Processing (2016)
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 (2016)
Konstantin Dmitriev, Ievgeniia Gutenko, Saad Nadeem, Arie E. Kaufman
Pancreas and cyst segmentation. Medical Imaging: Image Processing (2016)
Ji Hwan Park, Saad Nadeem, Seyedkoosha Mirhosseini, Arie E. Kaufman
A: Crowd consensus analytics for virtual colonoscopy. VAST (2016)