Concepedia

Real-time colorectal cancer diagnosis using PR-OCT with deep learning

Yifeng Zeng, Shiqi Xu, William C. Chapman, Shuying Li, Zahra Alipour, Heba Abdelal, Deyali Chatterjee, Matthew G. Mutch, Quing Zhu

Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN) · 2020 · 10 citations · 6 references

Abstract

A pattern-recognition optical coherence tomography was designed to automate diagnosis of human colorectal tissue in real-time. An area under the ROC of 0.998 is achieved by our initial experience with 18 ex vivo human specimens.

References

6

Feasibility of co-registered ultrasound and acoustic-resolution photoacoustic imaging of human colorectal cancer

Xiandong Leng, William C. Chapman, Bin Rao et al. · Biomedical Optics Express · 2018 · 79 citations · Full text

Medicine, Radiology, Diagnostic Radiology +16

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Yutao Ma, Tao Xu, Xiaolei Huang et al. · IEEE Transactions on Biomedical Engineering · 2019 · 46 citations · Full text

Medicine, Bioengineering, Biomedical Engineering +17

High-speed, ultrahigh-resolution distal scanning OCT endoscopy at 800 nm for in vivo imaging of colon tumorigenesis on murine models

Jessica Mavadia‐Shukla, Payam Fathi, Wenxuan Liang et al. · Biomedical Optics Express · 2018 · 39 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

Fully Automated Postlumpectomy Breast Margin Assessment Utilizing Convolutional Neural Network Based Optical Coherence Tomography Image Classification Method

Diana Mojahed, Richard Ha, Peter Chang et al. · Academic Radiology · 2019 · 38 citations · Full text

Medicine, Biomedical Engineering, Surgery +10

The Angular Spectrum of the Scattering Coefficient Map Reveals Subsurface Colorectal Cancer

Yifeng Zeng, Bin Rao, William C. Chapman et al. · Scientific Reports · 2019 · 19 citations · Full text

Medicine, Oncology, Pathology +17