Pixel-level classification of pigmented skin cancer lesions using multispectral autofluorescence lifetime dermoscopy imaging P Vasanthakumari, RA Romano, RGT Rosa, AG Salvio, V Yakovlev, ... Biomedical Optics Express 15 (8), 4557-4583, 2024 | | 2024 |
Computer-assisted discrimination of cancerous and pre-cancerous from benign oral lesions based on multispectral autofluorescence imaging endoscopy EJ Duran Sierra, S Cheng, R Cuenca, B Ahmed, J Ji, VV Yakovlev, ... Biophotonics Discovery 1 (2), 025001-025001, 2024 | | 2024 |
Understanding Bias in Multispectral Autofluorescence Lifetime Imaging: Are Models Sensitive to Oral Location? K Caughlin, RC Martinez, GP Tortorelli, KE Higgins, R Faram, JA Jo, ... IEEE Engineering in Medicine and Biology Society (EMBS 2024), Orlando, FL, USA, 2024 | 1 | 2024 |
Beyond Dysplasia: Uncovering Structure in Oral Potentially Malignant Diseases with Unsupervised Contrastive Learning K Caughlin, RC Martinez, GP Tortorelli, YSL Cheng, R Hegde, ... IEEE Engineering in Medicine and Biology Society (EMBS 2024), Orlando, FL, USA, 2024 | 1 | 2024 |
Fluorescence frequency-response imaging (F-FRI) for nondestructive tissue assessment JA Jo Reporters, Markers, Dyes, Nanoparticles, and Molecular Probes for Biomedical …, 2024 | | 2024 |
Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction IA Cruz-Guerrero, AR Mejıa-Rodrıguez, S Ortega, H Fabelo, GM Callico, ... Journal of the Franklin Institute 360 (15), 11165-11196, 2023 | 1 | 2023 |
An observer comparison study to evaluate a machine learning model to quantify the infected pneumonia on lung CT images A Abdihamzehkolaei, S Mirniaharikandehei, A Choquehuanca, M Aedo, ... Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023 | | 2023 |
Direct frequency domain fluorescence lifetime imaging using simultaneous ultraviolet and visible excitation MJ Serafino, JA Jo Biomedical Optics Express 14 (4), 1608-1625, 2023 | 1 | 2023 |
Dual-excitation multispectral autofluorescence lifetime endoscopy for clinical label-free metabolic imaging of oral lesions RC Martinez, MJ Serafino, GP Tortorelli, RC Faram, KE Higgins, ... Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and …, 2023 | 3 | 2023 |
Label-free clinical metabolic imaging of epithelial tissue with multi-wavelength excitation and multispectral emission autofluorescence lifetime endoscopy JA Jo, MJ Serafino, GP Tortorelli, RC Faram, KE Higgins, SS Khajotia, ... Multiscale Imaging and Spectroscopy IV, PC123630H, 2023 | 1 | 2023 |
Practical and cost-effective implementations of fluorescence lifetime imaging systems (Conference Presentation) MJ Serafino, JA Jo Label-free Biomedical Imaging and Sensing (LBIS) 2023, PC1239103, 2023 | | 2023 |
Automated Quantification of Pneumonia Infected Volume in Lung CT Images: A Comparison with Subjective Assessment of Radiologists S Mirniaharikandehei, A Abdihamzehkolaei, A Choquehuanca, M Aedo, ... Bioengineering 10 (3), 321, 2023 | 2 | 2023 |
Aligning small datasets using domain adversarial learning: Applications in automated in vivo oral cancer diagnosis K Caughlin, E Duran-Sierra, S Cheng, R Cuenca, B Ahmed, J Ji, ... IEEE journal of biomedical and health informatics 27 (1), 457-468, 2022 | 3 | 2022 |
Rapid lipid-laden plaque identification in intravascular optical coherence tomography imaging based on time-series deep learning JJ Rico-Jimenez, JA Jo Journal of Biomedical Optics 27 (10), 106006-106006, 2022 | 1 | 2022 |
Clinical label-free endoscopic imaging of biochemical and metabolic autofluorescence biomarkers of benign, precancerous, and cancerous oral lesions E Duran-Sierra, S Cheng, R Cuenca, B Ahmed, J Ji, VV Yakovlev, ... Biomedical Optics Express 13 (7), 3685-3698, 2022 | 4 | 2022 |
Discrimination of cancerous from benign pigmented skin lesions based on multispectral autofluorescence lifetime imaging dermoscopy and machine learning P Vasanthakumari, RA Romano, RGT Rosa, AG Salvio, V Yakovlev, ... Journal of biomedical optics 27 (6), 066002-066002, 2022 | 5 | 2022 |
Identifying an optimal machine learning generated image marker to predict survival of gastric cancer patients H Pham, MA Jones, T Gai, W Islam, G Danala, J Jo, B Zheng Medical Imaging 2022: Computer-Aided Diagnosis 12033, 422-428, 2022 | 7 | 2022 |
Machine-learning driven automated discrimination of precancerous and cancerous from benign oral lesions using multispectral autofluorescence imaging endoscopy E Duran, S Cheng, R Cuenca, B Ahmed, J Ji, VV Yakovlev, M Martinez, ... Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and …, 2022 | | 2022 |
Label-free clinical metabolic and biochemical imaging of the oral epithelial cancer enabled by autofluorescence lifetime imaging endoscopy RC Martinez, MJ Serafino, GP Tortorelli, SS Khajotia, RC Faram, ... Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and …, 2022 | | 2022 |
Dual-wavelength excitation multispectral autofluorescence lifetime imaging handheld probe for label-free metabolic clinical imaging of the oral mucosa GP Tortorelli, RC Martinez, MJ Serafino, W Kim, B Applegate, JA Jo Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and …, 2022 | 2 | 2022 |