Melanoma detection and classification using computerized analysis of dermoscopic systems: a review
Malignant melanoma is considered as one of the most deadly cancers, which has broadly
increased worldwide since the last decade. In 2018, around 91,270 cases of melanoma …
increased worldwide since the last decade. In 2018, around 91,270 cases of melanoma …
[HTML][HTML] Early-response multiple-parameter biodosimetry and dosimetry: risk predictions
WF Blakely, M Port, M Abend - Journal of Radiological Protection, 2021 - iopscience.iop.org
The accepted generic multiple-parameter and early-response biodosimetry and dosimetry
assessment approach for suspected high-dose radiation (ie life-threatening) exposure …
assessment approach for suspected high-dose radiation (ie life-threatening) exposure …
Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness
J Czajkowska, P Badura, S Korzekwa… - … Medical Imaging and …, 2022 - Elsevier
This study proposes a novel, fully automated framework for epidermal layer segmentation in
different skin diseases based on 75 MHz high-frequency ultrasound (HFUS) image data. A …
different skin diseases based on 75 MHz high-frequency ultrasound (HFUS) image data. A …
[HTML][HTML] Objective breast tissue image classification using quantitative transmission ultrasound tomography
Abstract Quantitative Transmission Ultrasound (QT) is a powerful and emerging imaging
paradigm which has the potential to perform true three-dimensional image reconstruction of …
paradigm which has the potential to perform true three-dimensional image reconstruction of …
[HTML][HTML] High-frequency ultrasound dataset for deep learning-based image quality assessment
J Czajkowska, J Juszczyk, L Piejko, M Glenc-Ambroży - Sensors, 2022 - mdpi.com
This study aims at high-frequency ultrasound image quality assessment for computer-aided
diagnosis of skin. In recent decades, high-frequency ultrasound imaging opened up new …
diagnosis of skin. In recent decades, high-frequency ultrasound imaging opened up new …
Video-rate dual-modal wide-beam harmonic ultrasound and photoacoustic computed tomography
Dual-modal ultrasound (US) and photoacoustic (PA) imaging has tremendous advantages
in biomedical applications, such as pharmacokinetics, cancer screening, and imaging …
in biomedical applications, such as pharmacokinetics, cancer screening, and imaging …
Deep learning approach to skin layers segmentation in inflammatory dermatoses
J Czajkowska, P Badura, S Korzekwa… - Ultrasonics, 2021 - Elsevier
Monitoring skin layers with medical imaging is critical to diagnosing and treating patients
with chronic inflammatory skin diseases. The high-frequency ultrasound (HFUS) makes it …
with chronic inflammatory skin diseases. The high-frequency ultrasound (HFUS) makes it …
[HTML][HTML] Computer-aided diagnosis methods for high-frequency ultrasound data analysis: a review
J Czajkowska, M Borak - Sensors, 2022 - mdpi.com
Over the last few decades, computer-aided diagnosis systems have become a part of clinical
practice. They have the potential to assist clinicians in daily diagnostic tasks. The image …
practice. They have the potential to assist clinicians in daily diagnostic tasks. The image …
Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy
Y Ou, SP Weinstein, EF Conant… - Magnetic resonance …, 2015 - Wiley Online Library
Purpose To evaluate DRAMMS, an attribute‐based deformable registration algorithm,
compared to other intensity‐based algorithms, for longitudinal breast MRI registration, and to …
compared to other intensity‐based algorithms, for longitudinal breast MRI registration, and to …
Joint segmentation and characterization of the dermis in 50 MHz ultrasound 2D and 3D images of the skin
B Sciolla, J Le Digabel, G Josse, T Dambry… - Computers in Biology …, 2018 - Elsevier
We propose a novel joint segmentation and characterization algorithm for the assessment of
skin aging using 50 MHz high-frequency ultrasound images. The proposed segmentation …
skin aging using 50 MHz high-frequency ultrasound images. The proposed segmentation …