Dr. David R. Brenes Profile

Dr. David R. Brenes

at Univ of Washington

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Author

Publications (4)

Proceedings Article | 21 October 2024 Poster

Multimodal, multiscale deep learning algorithm for automated diagnostic classification of cervical cancer

Karthik Goli, David Brenes, Jackson Coole, Yajur Maker, Jennifer Carns, Richard Schwarz, Júlio Possati-Resende, Karen Borba, Mila Salcedo, Kathleen Schmeler, Rebecca Richards-Kortum

Proceedings Volume 13186, 1318611 (2024) https://doi.org/10.1117/12.3034636

KEYWORDS: Cervix, Cervical cancer, Diagnostics, Video, Image processing, Education and training, Cancer, Video coding, Tumor growth modeling, Image classification

Proceedings Article | 6 March 2023 Presentation + Paper

Multi-modal mobile colposcope for real-time cervical precancer detection: a pilot study in Mozambique

Jackson Coole, Ruchika Mitbander, David Brenes, Alex Kortum, Yajur Maker, Eliane Monteiro, Arlete Mariano, Ricardina Rangeiro, Guilhermina Tivir, Hira Atif, Celda Mavume, Nafissa Osman, Carla Carrilho, Rosita Mugolo, Andrea Neves, Shababa Matin, Richard Schwarz, Jennifer Carns, Mila Salcedo, Nirmala Ramanujam, Ellen Baker, Cesaltina Lorenzoni, Kathleen Schmeler, Rebecca Richards-Kortum

Proceedings Volume 12369, 1236908 (2023) https://doi.org/10.1117/12.2650551

KEYWORDS: Biopsy, Cervical cancer, Imaging systems, Diagnostics, Point-of-care devices, Multimodal imaging, Cervix, Histopathology, Pathology, Education and training

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SPIE Journal Paper | 13 January 2023 Open Access

Multimodal optical imaging with real-time projection of cancer risk and biopsy guidance maps for early oral cancer diagnosis and treatment

Jackson Coole, David Brenes, Ruchika Mitbander, Imran Vohra, Huayu Hou, Alex Kortum, Yubo Tang, Yajur Maker, Richard Schwarz, Jennifer Carns, Hawraa Badaoui, Michelle Williams, Nadarajah Vigneswaran, Ann Gillenwater, Rebecca Richards-Kortum

JBO, Vol. 28, Issue 01, 016002, (January 2023) https://doi.org/10.1117/12.10.1117/1.JBO.28.1.016002

KEYWORDS: Biopsy, Cancer, Microscopes, Multimodal imaging, Optical imaging, Imaging systems, Cameras, Tongue, Projection systems, Biomedical optics

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SPIE Journal Paper | 21 September 2020 Open Access

Algorithm to quantify nuclear features and confidence intervals for classification of oral neoplasia from high-resolution optical images

Eric Yang, David Brenes, Imran Vohra, Richard Schwarz, Michelle Williams, Nadarajah Vigneswaran, Ann Gillenwater, Rebecca Richards-Kortum

JMI, Vol. 7, Issue 05, 054502, (September 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.5.054502

KEYWORDS: Neodymium, Algorithm development, Tissues, Image classification, Diagnostics, Biopsy, Image segmentation, Cancer, Visualization, Convolution

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