Deep learning in macroscopic diffuse optical imaging
Significance: Biomedical optics system design, image formation, and image analysis have
primarily been guided by classical physical modeling and signal processing methodologies …
primarily been guided by classical physical modeling and signal processing methodologies …
Skin lesion detection using hand-crafted and DL-based features fusion and LSTM
R Mahum, S Aladhadh - Diagnostics, 2022 - mdpi.com
The abnormal growth of cells in the skin causes two types of tumor: benign and malignant.
Various methods, such as imaging and biopsies, are used by oncologists to assess the …
Various methods, such as imaging and biopsies, are used by oncologists to assess the …
Tumor-attentive segmentation-guided GAN for synthesizing breast contrast-enhanced MRI without contrast agents
Objective: Breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a
sensitive imaging technique critical for breast cancer diagnosis. However, the administration …
sensitive imaging technique critical for breast cancer diagnosis. However, the administration …
SCDet: A Robust Approach for the Detection of Skin Lesions
Red, blue, white, pink, or black spots with irregular borders and small lesions on the skin are
known as skin cancer that is categorized into two types: benign and malignant. Skin cancer …
known as skin cancer that is categorized into two types: benign and malignant. Skin cancer …
Developing diagnostic assessment of breast lumpectomy tissues using radiomic and optical signatures
SS Streeter, B Hunt, RA Zuurbier, WA Wells… - Scientific Reports, 2021 - nature.com
High positive margin rates in oncologic breast-conserving surgery are a pressing clinical
problem. Volumetric X-ray scanning is emerging as a powerful ex vivo specimen imaging …
problem. Volumetric X-ray scanning is emerging as a powerful ex vivo specimen imaging …
Virtual and real bidirectional driving system for the synchronization of manipulations in robotic joint surgeries
Surgical robots are increasingly important in orthopedic surgeries to assist or replace
surgeons in completing operations. During joint surgeries, the patient's joint needs to be …
surgeons in completing operations. During joint surgeries, the patient's joint needs to be …
Imaging sub-diffuse optical properties of cancerous and normal skin tissue using machine learning-aided spatial frequency domain imaging
Significance: Sub-diffuse optical properties may serve as useful cancer biomarkers, and
wide-field heatmaps of these properties could aid physicians in identifying cancerous tissue …
wide-field heatmaps of these properties could aid physicians in identifying cancerous tissue …
Radiance backscattered by a strongly scattering medium in the high spatial frequency limit
B Ilan, AD Kim, V Venugopalan - JOSA A, 2022 - opg.optica.org
We study the radiative transfer of a spatially modulated plane wave incident on a half-space
composed of a uniformly scattering and absorbing medium. For spatial frequencies that are …
composed of a uniformly scattering and absorbing medium. For spatial frequencies that are …
Training generative adversarial networks for optical property mapping using synthetic image data
A Osman, J Crowley, GSD Gordon - Biomedical Optics Express, 2022 - opg.optica.org
We demonstrate the training of a generative adversarial network (GAN) for the prediction of
optical property maps (scattering and absorption) using spatial frequency domain imaging …
optical property maps (scattering and absorption) using spatial frequency domain imaging …
Deep Injective Prior for Inverse Scattering
AE Khorashadizadeh… - … on Antennas and …, 2023 - ieeexplore.ieee.org
In electromagnetic inverse scattering, the goal is to reconstruct object permittivity using
scattered waves. While deep learning has shown promise as an alternative to iterative …
scattered waves. While deep learning has shown promise as an alternative to iterative …