Nicholas J. Durr

44 papers B 1Journal 33Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	C3VDv2 - Colonoscopy 3D video dataset with enhanced realism. CoRR Mayank Golhar, Lucas Sebastian Galeano Fretes, Loren Ayers, Venkata S. Akshintala, Taylor L. Bobrow, Nicholas J. Durr
2025	J	`jnl`	GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. IEEE J. Biomed. Health Informatics Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr
2025	—	`conf`	HalF-SAM: SAM-Based Haustral Fold Detection in Colonoscopy with Debris Suppression and Temporal Consistency. MICCAI (9) Mayank Golhar, Luojie Huang, Nicholas J. Durr
2025	J	`jnl`	Multi-contrast laser endoscopy for in vivo gastrointestinal imaging. CoRR Taylor L. Bobrow, Mayank Golhar, Suchapa Arayakarnkul, Anthony A. Song, Saowanee Ngamruengphong, Nicholas J. Durr
2024	J	`jnl`	A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit. Comput. Biol. Medicine 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
2023	J	`jnl`	Colonoscopy 3D video dataset with paired depth from 2D-3D registration. Medical Image Anal. Taylor L. Bobrow, Mayank Golhar, Rohan Vijayan, Venkata S. Akshintala, Juan R. Garcia, Nicholas J. Durr
2023	J	`jnl`	Lens Free Holographic Imaging for Urinary Tract Infection Screening. IEEE Trans. Biomed. Eng. Gregory N. McKay, Anisha Oommen, Carolina Pacheco, Mason T. Chen, Stuart C. Ray, René Vidal, Benjamin D. Haeffele, Nicholas J. Durr
2022	J	`jnl`	Colonoscopy 3D Video Dataset with Paired Depth from 2D-3D Registration. CoRR Taylor L. Bobrow, Mayank Golhar, Rohan Vijayan, Venkata S. Akshintala, Juan R. Garcia, Nicholas J. Durr
2022	J	`jnl`	GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. CoRR Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr
2021	—	`conf`	A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos. MICCAI (8) Luojie Huang, Gregory N. McKay, Nicholas J. Durr
2021	J	`jnl`	EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos. Medical Image Anal. 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
2021	J	`jnl`	Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. IEEE Access Mayank Golhar, Taylor L. Bobrow, Mirmilad Pourmousavi Khoshknab, Simran Jit, Saowanee Ngamruengphong, Nicholas J. Durr
2021	J	`jnl`	VR-Caps: A Virtual Environment for Capsule Endoscopy. Medical Image Anal. 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
2020	J	`jnl`	Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos with Bidirectional Temporal Deep Learning Tracking Algorithm. CoRR Luojie Huang, Gregory N. McKay, Nicholas J. Durr
2020	J	`jnl`	Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. IEEE Trans. Medical Imaging Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2020	J	`jnl`	EndoL2H: Deep Super-Resolution for Capsule Endoscopy. CoRR Yasin Almalioglu, Abdulkadir Gokce, Kagan Incetan, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan
2020	J	`jnl`	EndoL2H: Deep Super-Resolution for Capsule Endoscopy. IEEE Trans. Medical Imaging 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
2020	J	`jnl`	GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images. IEEE Trans. Medical Imaging Mason T. Chen, Faisal Mahmood, Jordan A. Sweer, Nicholas J. Durr
2020	J	`jnl`	Improving colonoscopy lesion classification using semi-supervised deep learning. CoRR Mayank Golhar, Taylor L. Bobrow, Mirmilad Pourmousavi Khoshknab, Simran Jit, Saowanee Ngamruengphong, Nicholas J. Durr
2020	J	`jnl`	Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset. CoRR 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
2020	J	`jnl`	Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning. CoRR Mason T. Chen, Nicholas J. Durr
2020	J	`jnl`	VR-Caps: A Virtual Environment for Capsule Endoscopy. CoRR 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
2019	—	`conf`	Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data. Digital Pathology Faisal Mahmood, Richard Chen, Daniel Borders, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2019	—	`conf`	Fusing attributes predicted via conditional GANs for improved skin lesion classification (Conference Presentation). Computer-Aided Diagnosis Faisal Mahmood, Jeremiah W. Johnson, Ziyun Yang, Nicholas J. Durr
2019	J	`jnl`	GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images. CoRR Mason T. Chen, Faisal Mahmood, Jordan A. Sweer, Nicholas J. Durr
2019	J	`jnl`	Learning to Navigate Endoscopic Capsule Robots. IEEE Robotics Autom. Lett. Mehmet Turan, Yasin Almalioglu, Hunter B. Gilbert, Faisal Mahmood, Nicholas J. Durr, Helder Araújo, Alp Eren Sari, Anurag Ajay, Metin Sitti
2019	—	`conf`	Polyp segmentation and classification using predicted depth from monocular endoscopy. Computer-Aided Diagnosis Faisal Mahmood, Ziyun Yang, Richard Chen, Daniel Borders, Wenhao Xu, Nicholas J. Durr
2019	J	`jnl`	SLAM Endoscopy enhanced by adversarial depth prediction. CoRR Richard J. Chen, Taylor L. Bobrow, Thomas L. Athey, Faisal Mahmood, Nicholas J. Durr
2019	—	`conf`	Structured Prediction using cGANs with Fusion Discriminator. DGS@ICLR Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan L. Yuille
2019	J	`jnl`	Structured Prediction using cGANs with Fusion Discriminator. CoRR Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan L. Yuille
2018	J	`jnl`	Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. CoRR Faisal Mahmood, Daniel Borders, Richard Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2018	J	`jnl`	Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images. CoRR Faisal Mahmood, Richard Chen, Sandra Sudarsky, Daphne Yu, Nicholas J. Durr
2018	J	`jnl`	Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy. Medical Image Anal. Faisal Mahmood, Nicholas J. Durr
2018	B	`conf`	Deep learning-based depth estimation from a synthetic endoscopy image training set. Image Processing Faisal Mahmood, Nicholas J. Durr
2018	J	`jnl`	DeepLSR: Deep learning approach for laser speckle reduction. CoRR Taylor L. Bobrow, Faisal Mahmood, Miguel Inserni, Nicholas J. Durr
2018	J	`jnl`	Multimodal Densenet. CoRR Faisal Mahmood, Ziyun Yang, Thomas Ashley, Nicholas J. Durr
2018	J	`jnl`	Rethinking Monocular Depth Estimation with Adversarial Training. CoRR Richard Chen, Faisal Mahmood, Alan L. Yuille, Nicholas J. Durr
2018	—	`conf`	Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI Haichong K. Zhang, Younsu Kim, Abhay Moghekar, Nicholas J. Durr, Emad M. Boctor
2018	—	`conf`	Topographical reconstructions from monocular optical colonoscopy images via deep learning. ISBI Faisal Mahmood, Nicholas J. Durr
2018	J	`jnl`	Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. IEEE Trans. Medical Imaging Faisal Mahmood, Richard Chen, Nicholas J. Durr
2017	J	`jnl`	Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. CoRR Faisal Mahmood, Nicholas J. Durr
2017	—	`conf`	Toward dynamic lumbar punctures guidance based on single element synthetic tracked aperture ultrasound imaging. Image-Guided Procedures Haichong K. Zhang, Melissa Lin, Younsu Kim, Mateo Paredes, Karun Kannan, Nisu Patel, Abhay Moghekar, Nicholas J. Durr, Emad M. Boctor
2017	J	`jnl`	Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. CoRR Faisal Mahmood, Richard Chen, Nicholas J. Durr
2014	—	`conf`	Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography. MICCAI (1) Germán González, Vicente Parot, William Lo, Benjamin J. Vakoc, Nicholas J. Durr