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Nicholas J. Durr
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2020 – today
- 2024
- [j12]Shiker S. Nair
, Alina Guo
A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit. Comput. Biol. Medicine 177: 108677 (2024) - 2023
- [j11]Taylor L. Bobrow
Colonoscopy 3D video dataset with paired depth from 2D-3D registration. Medical Image Anal. 90: 102956 (2023) - [j10]Gregory N. McKay
Lens Free Holographic Imaging for Urinary Tract Infection Screening. IEEE Trans. Biomed. Eng. 70(3): 1053-1061 (2023) - 2022
- [i18]Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr:
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification. CoRR abs/2205.02840 (2022) - [i17]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 abs/2206.08903 (2022) - 2021
- [j9]Mayank Golhar
Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. IEEE Access 9: 631-640 (2021) - [j8]Kagan Incetan
VR-Caps: A Virtual Environment for Capsule Endoscopy. Medical Image Anal. 70: 101990 (2021) - [j7]Kutsev Bengisu Ozyoruk
EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos. Medical Image Anal. 71: 102058 (2021) - [c10]Luojie Huang
A Deep Learning Bidirectional Temporal Tracking Algorithm for Automated Blood Cell Counting from Non-invasive Capillaroscopy Videos. MICCAI (8) 2021: 415-424 - 2020
- [j6]Mason T. Chen
GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images. IEEE Trans. Medical Imaging 39(6): 1988-1999 (2020) - [j5]Faisal Mahmood
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. IEEE Trans. Medical Imaging 39(11): 3257-3267 (2020) - [j4]Yasin Almalioglu
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. IEEE Trans. Medical Imaging 39(12): 4297-4309 (2020) - [i16]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 abs/2002.05459 (2020) - [i15]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
Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset. CoRR abs/2006.16670 (2020) - [i14]Mason T. Chen, Nicholas J. Durr:
Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning. CoRR abs/2007.00760 (2020) - [i13]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 abs/2008.12949 (2020) - [i12]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 abs/2009.03162 (2020) - [i11]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 abs/2011.13371 (2020)
2010 – 2019
- 2019
- [j3]Mehmet Turan
Learning to Navigate Endoscopic Capsule Robots. IEEE Robotics Autom. Lett. 4(3): 3075-3082 (2019) - [c9]Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan L. Yuille:
Structured Prediction using cGANs with Fusion Discriminator. DGS@ICLR 2019 - [c8]Faisal Mahmood, Jeremiah W. Johnson
Fusing attributes predicted via conditional GANs for improved skin lesion classification (Conference Presentation). Computer-Aided Diagnosis 2019: 109501T - [c7]Faisal Mahmood, Ziyun Yang
Polyp segmentation and classification using predicted depth from monocular endoscopy. Computer-Aided Diagnosis 2019: 1095011 - [c6]Faisal Mahmood, Richard 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. Digital Pathology 2019: 109560N - [i10]Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson
Structured Prediction using cGANs with Fusion Discriminator. CoRR abs/1904.13358 (2019) - [i9]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 abs/1906.05360 (2019) - [i8]Richard J. Chen, Taylor L. Bobrow, Thomas L. Athey, Faisal Mahmood, Nicholas J. Durr:
SLAM Endoscopy enhanced by adversarial depth prediction. CoRR abs/1907.00283 (2019) - 2018
- [j2]Faisal Mahmood
Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy. Medical Image Anal. 48: 230-243 (2018) - [j1]Faisal Mahmood
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. IEEE Trans. Medical Imaging 37(12): 2572-2581 (2018) - [c5]Faisal Mahmood
Topographical reconstructions from monocular optical colonoscopy images via deep learning. ISBI 2018: 216-219 - [c4]Haichong K. Zhang, Younsu Kim, Abhay Moghekar, Nicholas J. Durr
Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 82-89 - [c3]Faisal Mahmood
Deep learning-based depth estimation from a synthetic endoscopy image training set. Image Processing 2018: 1057421 - [i7]Faisal Mahmood, Richard Chen, Sandra Sudarsky, Daphne Yu, Nicholas J. Durr:
Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images. CoRR abs/1805.08400 (2018) - [i6]Richard Chen, Faisal Mahmood, Alan L. Yuille, Nicholas J. Durr:
Rethinking Monocular Depth Estimation with Adversarial Training. CoRR abs/1808.07528 (2018) - [i5]Faisal Mahmood, Daniel Borders, Richard 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 abs/1810.00236 (2018) - [i4]Taylor L. Bobrow, Faisal Mahmood, Miguel Inserni, Nicholas J. Durr:
DeepLSR: Deep learning approach for laser speckle reduction. CoRR abs/1810.10039 (2018) - [i3]Faisal Mahmood, Ziyun Yang, Thomas Ashley, Nicholas J. Durr:
Multimodal Densenet. CoRR abs/1811.07407 (2018) - 2017
- [c2]Haichong K. Zhang
Toward dynamic lumbar punctures guidance based on single element synthetic tracked aperture ultrasound imaging. Image-Guided Procedures 2017: 101350J - [i2]Faisal Mahmood, Nicholas J. Durr:
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. CoRR abs/1710.11216 (2017) - [i1]Faisal Mahmood, Richard Chen, Nicholas J. Durr:
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. CoRR abs/1711.06606 (2017) - 2014
- [c1]Germán González
Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography. MICCAI (1) 2014: 642-649
Coauthor Index
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last updated on 2024-12-08 02:22 CET by the dblp team
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