Nicholas J. Durr

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Capsule Endoscopy

Depth Estimation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Medical Imaging: Computer-Aided Diagnosis

Publications

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
A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit. Comput. Biol. Medicine 177 (2024)
Taylor L. Bobrow, Mayank Golhar, Rohan Vijayan, Venkata S. Akshintala, Juan R. Garcia, Nicholas J. Durr
Colonoscopy 3D video dataset with paired depth from 2D-3D registration. Medical Image Anal. 90 (2023)
Gregory N. McKay, Anisha Oommen, Carolina Pacheco, Mason T. Chen, Stuart C. Ray, René Vidal, Benjamin D. Haeffele, Nicholas J. Durr
Lens Free Holographic Imaging for Urinary Tract Infection Screening. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. CoRR (2022)
Taylor L. Bobrow, Mayank Golhar, Rohan Vijayan, Venkata S. Akshintala, Juan R. Garcia, Nicholas J. Durr
Colonoscopy 3D Video Dataset with Paired Depth from 2D-3D Registration. CoRR (2022)
Kagan Incetan, Ibrahim Omer Celik, Abdulhamid Obeid, Guliz Irem Gokceler, Kutsev Bengisu Ozyoruk, Yasin Almalioglu, Richard J. Chen, Faisal Mahmood, Hunter Gilbert, Nicholas J. Durr, Mehmet Turan
VR-Caps: A Virtual Environment for Capsule Endoscopy. Medical Image Anal. 70 (2021)
Luojie Huang, Gregory N. McKay, Nicholas J. Durr
A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos. MICCAI (8) (2021)
Mayank Golhar, Taylor L. Bobrow, Mirmilad Pourmousavi Khoshknab, Simran Jit, Saowanee Ngamruengphong, Nicholas J. Durr
Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. IEEE Access 9 (2021)
Kutsev Bengisu Ozyoruk, Guliz Irem Gokceler, Taylor L. Bobrow, Gulfize Coskun, Kagan Incetan, Yasin Almalioglu, Faisal Mahmood, Eva Curto, Luis Perdigoto, Marina Oliveira, Hasan Sahin, Helder Araújo, Henrique Alexandrino, Nicholas J. Durr, Hunter B. Gilbert, Mehmet Turan
EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos. Medical Image Anal. 71 (2021)
Mayank Golhar, Taylor L. Bobrow, Mirmilad Pourmousavi Khoshknab, Simran Jit, Saowanee Ngamruengphong, Nicholas J. Durr
Improving colonoscopy lesion classification using semi-supervised deep learning. CoRR (2020)
Yasin Almalioglu, Abdulkadir Gokce, Kagan Incetan, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. CoRR (2020)
Kagan Incetan, Ibrahim Omer Celik, Abdulhamid Obeid, Guliz Irem Gokceler, Kutsev Bengisu Ozyoruk, Yasin Almalioglu, Richard J. Chen, Faisal Mahmood, Hunter Gilbert, Nicholas J. Durr, Mehmet Turan
VR-Caps: A Virtual Environment for Capsule Endoscopy. CoRR (2020)
Mason T. Chen, Nicholas J. Durr
Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning. CoRR (2020)
Kutsev Bengisu Ozyoruk, Kagan Incetan, Gulfize Coskun, Guliz Irem Gokceler, Yasin Almalioglu, Faisal Mahmood, Nicholas J. Durr, Eva Curto, Luis Perdigoto, Marina Oliveira, Helder Araújo, Henrique Alexandrino, Hunter B. Gilbert, Mehmet Turan
Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset. CoRR (2020)
Luojie Huang, Gregory N. McKay, Nicholas J. Durr
Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos with Bidirectional Temporal Deep Learning Tracking Algorithm. CoRR (2020)
Mason T. Chen, Faisal Mahmood, Jordan A. Sweer, Nicholas J. Durr
GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images. IEEE Trans. Medical Imaging 39 (6) (2020)
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, Mehmet Turan
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. IEEE Trans. Medical Imaging 39 (12) (2020)
Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Faisal Mahmood, Jeremiah W. Johnson, Ziyun Yang, Nicholas J. Durr
Fusing attributes predicted via conditional GANs for improved skin lesion classification (Conference Presentation). Medical Imaging: Computer-Aided Diagnosis (2019)
Richard J. Chen, Taylor L. Bobrow, Thomas L. Athey, Faisal Mahmood, Nicholas J. Durr
SLAM Endoscopy enhanced by adversarial depth prediction. CoRR (2019)
Mehmet Turan, Yasin Almalioglu, Hunter B. Gilbert, Faisal Mahmood, Nicholas J. Durr, Helder Araújo, Alp Eren Sari, Anurag Ajay, Metin Sitti
Learning to Navigate Endoscopic Capsule Robots. IEEE Robotics Autom. Lett. 4 (3) (2019)
Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan L. Yuille
Structured Prediction using cGANs with Fusion Discriminator. DGS@ICLR (2019)
Mason T. Chen, Faisal Mahmood, Jordan A. Sweer, Nicholas J. Durr
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images. CoRR (2019)
Faisal Mahmood, Ziyun Yang, Richard J. Chen, Daniel Borders, Wenhao Xu, Nicholas J. Durr
Polyp segmentation and classification using predicted depth from monocular endoscopy. Medical Imaging: Computer-Aided Diagnosis (2019)
Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan L. Yuille
Structured Prediction using cGANs with Fusion Discriminator. CoRR (2019)
Faisal Mahmood, Richard J. Chen, Daniel Borders, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data. Medical Imaging: Digital Pathology (2019)
Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. CoRR (2018)
Richard J. Chen, Faisal Mahmood, Alan L. Yuille, Nicholas J. Durr
Rethinking Monocular Depth Estimation with Adversarial Training. CoRR (2018)
Faisal Mahmood, Richard J. Chen, Nicholas J. Durr
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. IEEE Trans. Medical Imaging 37 (12) (2018)
Faisal Mahmood, Nicholas J. Durr
Topographical reconstructions from monocular optical colonoscopy images via deep learning. ISBI (2018)
Faisal Mahmood, Nicholas J. Durr
Deep learning-based depth estimation from a synthetic endoscopy image training set. Medical Imaging: Image Processing (2018)
Faisal Mahmood, Richard J. Chen, Sandra Sudarsky, Daphne Yu, Nicholas J. Durr
Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images. CoRR (2018)
Faisal Mahmood, Nicholas J. Durr
Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy. Medical Image Anal. 48 (2018)
Haichong K. Zhang, Younsu Kim, Abhay Moghekar, Nicholas J. Durr, Emad M. Boctor
Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI (2018)
Taylor L. Bobrow, Faisal Mahmood, Miguel Inserni, Nicholas J. Durr
DeepLSR: Deep learning approach for laser speckle reduction. CoRR (2018)
Faisal Mahmood, Ziyun Yang, Thomas Ashley, Nicholas J. Durr
Multimodal Densenet. CoRR (2018)
Haichong K. Zhang, Melissa Lin, Younsu Kim, Mateo Paredes, Karun Kannan, Nisu Patel, Abhay Moghekar, Nicholas J. Durr, Emad M. Boctor
Toward dynamic lumbar punctures guidance based on single element synthetic tracked aperture ultrasound imaging. Medical Imaging: Image-Guided Procedures (2017)
Faisal Mahmood, Nicholas J. Durr
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. CoRR (2017)
Faisal Mahmood, Richard J. Chen, Nicholas J. Durr
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. CoRR (2017)
Germán González, Vicente Parot, William Lo, Benjamin J. Vakoc, Nicholas J. Durr
Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography. MICCAI (1) (2014)