Daniel C. Louie

Deep learning enhances polarization speckle for in vivo skin cancer detection

Yuheng Wang, Daniel C. Louie, Jiayue Cai et al. · Optics & Laser Technology · 2021 · 51 citations

Engineering, Biomedical Engineering, Oncology +14

Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection

Yuheng Wang, Jiayue Cai, Daniel C. Louie et al. · Computers in Biology and Medicine · 2021 · 49 citations

Computing, Computer Science, Oncology +17

Degree of optical polarization as a tool for detecting melanoma: proof of principle

Daniel C. Louie, Jamie Phillips, Lioudmila Tchvialeva et al. · Journal of Biomedical Optics · 2018 · 46 citations · Full text

Engineering, Biomedical Engineering, Dermatology +17

Investigating the depolarization property of skin tissue by degree of polarization uniformity contrast using polarization-sensitive optical coherence tomography

Xin Zhou, Sina Maloufi, Daniel C. Louie et al. · Biomedical Optics Express · 2021 · 26 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

Constructing a portable optical polarimetry probe for in-vivo skin cancer detection

Daniel C. Louie, Lioudmila Tchvialeva, Sunil Kalia et al. · Journal of Biomedical Optics · 2021 · 21 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17