Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography. - Germán González; Vicente Parot; William Lo; Benjamin J. Vakoc; Nicholas J. Durr (MICCAI (1), 2014)

Toward dynamic lumbar punctures guidance based on single element synthetic tracked aperture ultrasound imaging. - Haichong K. Zhang; Melissa Lin; Younsu Kim; Mateo Paredes; Karun Kannan; Nisu Patel; Abhay Moghekar; Nicholas J. Durr; Emad M. Boctor (Image-Guided Procedures, 2017)

Topographical reconstructions from monocular optical colonoscopy images via deep learning. - Faisal Mahmood 001; Nicholas J. Durr (ISBI, 2018)

Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study. - Haichong K. Zhang; Younsu Kim; Abhay Moghekar; Nicholas J. Durr; Emad M. Boctor (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

Deep learning-based depth estimation from a synthetic endoscopy image training set. - Faisal Mahmood 001; Nicholas J. Durr (Image Processing, 2018)

Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images. - Faisal Mahmood 001; Richard Chen 001; Sandra Sudarsky; Daphne Yu; Nicholas J. Durr (CoRR, 2018)

Rethinking Monocular Depth Estimation with Adversarial Training. - Richard Chen 001; Faisal Mahmood 001; Alan L. Yuille; Nicholas J. Durr (CoRR, 2018)

DeepLSR: Deep learning approach for laser speckle reduction. - Taylor L. Bobrow; Faisal Mahmood 001; Miguel Inserni; Nicholas J. Durr (CoRR, 2018)

Multimodal Densenet. - Faisal Mahmood 001; Ziyun Yang; Thomas Ashley; Nicholas J. Durr (CoRR, 2018)

Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy. - Faisal Mahmood 001; Nicholas J. Durr (Medical Image Anal., 2018)

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. - Faisal Mahmood 001; Richard Chen 001; Nicholas J. Durr (IEEE Trans. Medical Imaging, 2018)

Structured Prediction using cGANs with Fusion Discriminator. - Faisal Mahmood 001; Wenhao Xu; Nicholas J. Durr; Jeremiah W. Johnson; Alan L. Yuille (DGS@ICLR, 2019)

Fusing attributes predicted via conditional GANs for improved skin lesion classification (Conference Presentation). - Faisal Mahmood 001; Jeremiah W. Johnson; Ziyun Yang; Nicholas J. Durr (Computer-Aided Diagnosis, 2019)

Polyp segmentation and classification using predicted depth from monocular endoscopy. - Faisal Mahmood 001; Ziyun Yang; Richard Chen 001; Daniel Borders; Wenhao Xu; Nicholas J. Durr (Computer-Aided Diagnosis, 2019)

Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data. - Faisal Mahmood 001; Richard Chen 001; Daniel Borders; Gregory N. McKay; Kevan J. Salimian; Alexander S. Baras; Nicholas J. Durr (Digital Pathology, 2019)

SLAM Endoscopy enhanced by adversarial depth prediction. - Richard J. Chen; Taylor L. Bobrow; Thomas L. Athey; Faisal Mahmood 001; Nicholas J. Durr (CoRR, 2019)

Learning to Navigate Endoscopic Capsule Robots. - Mehmet Turan; Yasin Almalioglu; Hunter B. Gilbert; Faisal Mahmood 001; Nicholas J. Durr; Helder Araújo; Alp Eren Sari; Anurag Ajay; Metin Sitti (IEEE Robotics Autom. Lett., 2019)

EndoL2H: Deep Super-Resolution for Capsule Endoscopy. - Yasin Almalioglu; Abdulkadir Gokce; Kagan Incetan; Muhammed Ali Simsek; Kivanc Ararat; Richard J. Chen; Nicholas J. Durr; Faisal Mahmood 001; Mehmet Turan (CoRR, 2020)

Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset. - Kutsev Bengisu Ozyoruk; Kagan Incetan; Gulfize Coskun; Guliz Irem Gokceler; Yasin Almalioglu; Faisal Mahmood 001; Nicholas J. Durr; Eva Curto; Luis Perdigoto; Marina Oliveira; Helder Araújo; Henrique Alexandrino; et al. (CoRR, 2020)

Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning. - Mason T. Chen; Nicholas J. Durr (CoRR, 2020)

Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos with Bidirectional Temporal Deep Learning Tracking Algorithm. - Luojie Huang; Gregory N. McKay; Nicholas J. Durr (CoRR, 2020)

EndoL2H: Deep Super-Resolution for Capsule Endoscopy. - Yasin Almalioglu; Kutsev Bengisu Ozyoruk; Abdulkadir Gokce; Kagan Incetan; Guliz Irem Gokceler; Muhammed Ali Simsek; Kivanc Ararat; Richard J. Chen; Nicholas J. Durr; Faisal Mahmood 001; Mehmet Turan (IEEE Trans. Medical Imaging, 2020)

GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images. - Mason T. Chen; Faisal Mahmood 001; Jordan A. Sweer; Nicholas J. Durr (IEEE Trans. Medical Imaging, 2020)

Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. - Faisal Mahmood 001; Daniel Borders; Richard J. Chen; Gregory N. McKay; Kevan J. Salimian; Alexander S. Baras; Nicholas J. Durr (IEEE Trans. Medical Imaging, 2020)

A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos. - Luojie Huang; Gregory N. McKay; Nicholas J. Durr (MICCAI (8), 2021)

Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. - Mayank Golhar; Taylor L. Bobrow; Mirmilad Pourmousavi Khoshknab; Simran Jit; Saowanee Ngamruengphong; Nicholas J. Durr (IEEE Access, 2021)

VR-Caps: A Virtual Environment for Capsule Endoscopy. - Kagan Incetan; Ibrahim Omer Celik; Abdulhamid Obeid; Guliz Irem Gokceler; Kutsev Bengisu Ozyoruk; Yasin Almalioglu; Richard J. Chen; Faisal Mahmood 001; Hunter Gilbert; Nicholas J. Durr; Mehmet Turan (Medical Image Anal., 2021)

EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos. - Kutsev Bengisu Ozyoruk; Guliz Irem Gokceler; Taylor L. Bobrow; Gulfize Coskun; Kagan Incetan; Yasin Almalioglu; Faisal Mahmood 001; Eva Curto; Luis Perdigoto; Marina Oliveira; Hasan Sahin; Helder Araújo; et al. (Medical Image Anal., 2021)

Lens Free Holographic Imaging for Urinary Tract Infection Screening. - Gregory N. McKay; Anisha Oommen; Carolina Pacheco; Mason T. Chen; Stuart C. Ray; René Vidal; Benjamin D. Haeffele; Nicholas J. Durr (IEEE Trans. Biomed. Eng., 2023)

Colonoscopy 3D video dataset with paired depth from 2D-3D registration. - Taylor L. Bobrow; Mayank Golhar; Rohan Vijayan; Venkata S. Akshintala; Juan R. Garcia; Nicholas J. Durr (Medical Image Anal., 2023)

A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit. - Shiker S. Nair; Alina Guo; Joseph Boen; Ataes Aggarwal; Ojas Chahal; Arushi Tandon; Meer Patel; Sreenidhi Sankararaman; Nicholas J. Durr; Tej D. Azad; Romain Pirracchio; Robert D. Stevens 002 (Comput. Biol. Medicine, 2024)

Multi-contrast laser endoscopy for in vivo gastrointestinal imaging. - Taylor L. Bobrow; Mayank Golhar; Suchapa Arayakarnkul; Anthony A. Song; Saowanee Ngamruengphong; Nicholas J. Durr (CoRR, 2025)

C3VDv2 - Colonoscopy 3D video dataset with enhanced realism. - Mayank Golhar; Lucas Sebastian Galeano Fretes; Loren Ayers; Venkata S. Akshintala; Taylor L. Bobrow; Nicholas J. Durr (CoRR, 2025)

GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. - Mayank Golhar; Taylor L. Bobrow; Saowanee Ngamruengphong; Nicholas J. Durr (IEEE J. Biomed. Health Informatics, 2025)