Deep learning data augmentation for Raman spectroscopy cancer tissue classification
Abstract Recently, Raman Spectroscopy (RS) was demonstrated to be a non-destructive
way of cancer diagnosis, due to the uniqueness of RS measurements in revealing molecular …
way of cancer diagnosis, due to the uniqueness of RS measurements in revealing molecular …
Matrix effectors in the pathogenesis of keratinocyte-derived carcinomas
RM Kavasi, M Neagu, C Constantin, A Munteanu… - Frontiers in …, 2022 - frontiersin.org
Basal cell carcinoma (BCC) and cutaneous squamous cell carcinoma (cSCC), referred to as
keratinocyte carcinomas, are skin cancer with the highest incidence. BCCs, rarely …
keratinocyte carcinomas, are skin cancer with the highest incidence. BCCs, rarely …
Accuracy of Raman spectroscopy for differentiating skin cancer from normal tissue
J Zhang, Y Fan, Y Song, J Xu - Medicine, 2018 - journals.lww.com
Background: Raman spectroscopy could be applied to distinguish tumor from normal
tissues. This meta-analysis assessed the accuracy of Raman spectroscopy in differentiating …
tissues. This meta-analysis assessed the accuracy of Raman spectroscopy in differentiating …
Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning
Early-stage detection of cutaneous melanoma can vastly increase the chances of cure.
Excision biopsy followed by histological examination is considered the gold standard for …
Excision biopsy followed by histological examination is considered the gold standard for …
Screening and staging for non-small cell lung cancer by serum laser Raman spectroscopy
H Wang, S Zhang, L Wan, H Sun, J Tan, Q Su - Spectrochimica Acta Part A …, 2018 - Elsevier
Objective Lung cancer is the leading cause of cancer-related death worldwide. Current
clinical screening methods to detect lung cancer are expensive and associated with many …
clinical screening methods to detect lung cancer are expensive and associated with many …
Studying on the in vivo pathological evolution of spinal cord injury with the rat model by the method of integrated multispectral imaging and Raman spectroscopy
Y Lu, Z Liang, Z Wu, J Liu, D Ren, J Chu, J Xu, H Zeng… - Talanta, 2024 - Elsevier
Spinal cord injury (SCI) is a debilitating neurological and pathological condition that results
in significant impairments in motor, sensory, and autonomic functions. By integrating …
in significant impairments in motor, sensory, and autonomic functions. By integrating …
Transfer Contrastive Learning for Raman Spectroscopy Skin Cancer Tissue Classification
Using Raman spectroscopy (RS) signals for skin cancer tissue classification has recently
drawn significant attention, because of its non-invasive optical technique, which uses …
drawn significant attention, because of its non-invasive optical technique, which uses …
From Vibrations to Visions: Raman Spectroscopy's Impact on Skin Cancer Diagnostics
C Delrue, R Speeckaert, M Oyaert… - Journal of Clinical …, 2023 - mdpi.com
Raman spectroscopy, a non-invasive diagnostic technique capturing molecular vibrations,
offers significant advancements in skin cancer diagnostics. This review delineates the …
offers significant advancements in skin cancer diagnostics. This review delineates the …
Raman spectroscopy combined with multivariate analysis to study the biochemical mechanism of lung cancer microwave ablation
D Song, F Yu, S Chen, Y Chen, Q He… - Biomedical Optics …, 2020 - opg.optica.org
Lung cancer is the leading cause of death in cancer patients, and microwave ablation
(MWA) has been extensively used in clinical treatment. In this study, we characterized the …
(MWA) has been extensively used in clinical treatment. In this study, we characterized the …
Reflectance confocal microscopy-guided laser ablation of basal cell carcinomas: initial clinical experience
Laser ablation offers a procedure for precise, fast, and minimally invasive removal of
superficial and early nodular basal cell carcinomas (BCCs). However, the lack of …
superficial and early nodular basal cell carcinomas (BCCs). However, the lack of …