Faisal Mahmood

发表

Data-efficient and weakly supervised computational pathology on whole-slide images pdf

Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, 2021, Nature Biomedical Engineering.

Generative adversarial network prediction of optical properties from single images with structured- or homogenous-illumination

Faisal Mahmood, Tianyi Chen, Nicholas J. Durr, 2019 .

Modeling of Fluidelastic Instability Forces in Fully Flexible Tube Arrays

Marwan Hassan, Faisal Mahmood, 2007 .

EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos

Helder Araujo, Yasin Almalioglu, Mehmet Turan, 2021, Medical Image Anal..

Algorithm and Architecture Optimization for 2D Discrete Fourier Transforms with Simultaneous Edge Artifact Removal

Faisal Mahmood, Mart Toots, Lars-Goran Ofverstedt, 2018, Int. J. Reconfigurable Comput..

EndoL2H: Deep Super-Resolution for Capsule Endoscopy

Yasin Almalioglu, Mehmet Turan, Richard J. Chen, 2020, IEEE Transactions on Medical Imaging.

Deep learning and conditional random fields‐based depth estimation and topographical reconstruction from conventional endoscopy

Faisal Mahmood, Nicholas J. Durr, N. Durr, 2017, Medical Image Anal..

Multimodal Densenet pdf

Faisal Mahmood, Nicholas J. Durr, Ziyun Yang, 2018, ArXiv.

From cloud computing to fog computing in Healthcare big data

Faisal Mahmood, Muhammad Hassan, Babur Hayat Malik, 2018 .

Speckle reduction in laser illuminated endoscopy using adversarial deep learning

Faisal Mahmood, Nicholas J. Durr, Taylor L. Bobrow, 2019, BiOS.

Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data

Richard J. Chen, Faisal Mahmood, Nicholas J. Durr, 2019, Medical Imaging.

Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions pdf

Pierre Vandergheynst, Faisal Mahmood, Ulf Skoglund, 2016, ArXiv.

Robust photometric stereo endoscopy via deep learning trained on synthetic data (Conference Presentation)

Faisal Mahmood, Nicholas J. Durr, Jordan A. Sweer, 2019 .

Learning to Navigate Endoscopic Capsule Robots

Helder Araujo, Yasin Almalioglu, Alp Eren Sari, 2019, IEEE Robotics and Automation Letters.

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

Faisal Mahmood, Nicholas J. Durr, Richard Chen, 2017, IEEE Transactions on Medical Imaging.

Fusing attributes predicted via conditional GANs for improved skin lesion classification (Conference Presentation)

Faisal Mahmood, Nicholas J. Durr, Ziyun Yang, 2019, Medical Imaging: Computer-Aided Diagnosis.

Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding pdf

Ming Y. Lu, Richard J. Chen, Faisal Mahmood, 2019, ArXiv.

Three Dimensional Agricultural Land Modeling using Unmanned Aerial System (UAS)

Khizar Abbas, Faisal Mahmood, Muhammad Awais, 2019 .

An intelligent approach for generation of muscular electrotherapy stimulation waveforms

Faisal Mahmood, Arslan Zia, Mehak Fatima, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

2D Discrete Fourier Transform with simultaneous edge artifact removal for real-time applications

Faisal Mahmood, Mart Toots, Lars-Goran Ofverstedt, 2015, 2015 International Conference on Field Programmable Technology (FPT).

Deep learning with cinematic rendering: fine-tuning deep neural networks using photorealistic medical images

Sandra Sudarsky, Richard J. Chen, Faisal Mahmood, 2018, Physics in medicine and biology.

Reducing the Cost of Removing Border Artefacts in Fourier Transforms

Donald G. Bailey, Faisal Mahmood, Ulf Skoglund, 2017, HEART.

DeepLSR: Deep learning approach for laser speckle reduction

Faisal Mahmood, Nicholas J. Durr, Taylor L. Bobrow, 2018, Biomedical optics express.

An Extended Field-Based Method for Noise Removal From Electron Tomographic Reconstructions

Faisal Mahmood, Gunnar Wilken, Ulf Skoglund, 2018, IEEE Access.

Rethinking Monocular Depth Estimation with Adversarial Training pdf

Alan L. Yuille, Richard J. Chen, Faisal Mahmood, 2018, ArXiv.

Polyp segmentation and classification using predicted depth from monocular endoscopy

Richard J. Chen, Faisal Mahmood, Nicholas J. Durr, 2019, Medical Imaging.

Federated learning for computational pathology on gigapixel whole slide images pdf

Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, 2020, Medical Image Anal..

Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images

Richard J. Chen, Faisal Mahmood, Nicholas J. Durr, 2018, IEEE Transactions on Medical Imaging.

Topographical reconstructions from monocular optical colonoscopy images via deep learning

Faisal Mahmood, Nicholas J. Durr, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Quantitative polyp size measurements with photometric stereo endoscopy enhanced by deep learning (Conference Presentation)

Faisal Mahmood, Nicholas J. Durr, Norman S. Nishioka, 2018 .

VR-Caps: A Virtual Environment for Capsule Endoscopy pdf

Yasin Almalioglu, Mehmet Turan, Richard J. Chen, 2020, ArXiv.

On the effect of subliminal priming on subjective perception of images: A machine learning approach

Abhishek Agrawal, Justin Dauwels, Parmod Kumar, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Adaptive Graph-Based Total Variation for Tomographic Reconstructions

Pierre Vandergheynst, Faisal Mahmood, Ulf Skoglund, 2016, IEEE Signal Processing Letters.

Discovering correspondences between molecular profiles and morphological features via deep learning (Conference Presentation)

Faisal Mahmood, Richard Chen, 2020, Medical Imaging: Digital Pathology.

Deep learning-based depth estimation from a synthetic endoscopy image training set

Faisal Mahmood, Nicholas J. Durr, N. Durr, 2018, Medical Imaging.

Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset pdf

Helder Araujo, Yasin Almalioglu, Mehmet Turan, 2020, ArXiv.

Graph-based sinogram denoising for tomographic reconstructions

Pierre Vandergheynst, Faisal Mahmood, Ulf Skoglund, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Structured Prediction using cGANs with Fusion Discriminator pdf

Alan L. Yuille, Faisal Mahmood, Nicholas J. Durr, 2019, DGS@ICLR.

SIP Security Threats and Countermeasures

Faisal Mahmood, 2012 .

Deep Learning-based Frozen Section to FFPE Translation pdf

Mehmet Turan, Ming Y. Lu, Drew F. K. Williamson, 2021, ArXiv.

Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning pdf

Ming Y. Lu, Drew F. K. Williamson, Faisal Mahmood, 2021, Poster Presentations - Proffered Abstracts.

Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks

Ming Y. Lu, Drew F. K. Williamson, Faisal Mahmood, 2021, MICCAI.

Algorithm Fairness in AI for Medicine and Healthcare pdf

Ming Y. Lu, Faisal Mahmood, Jana Lipkova, 2021, ArXiv.