Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network

AM Fuentes, K Milligan, M Wiebe, A Narayan, JJ Lum… - Analyst, 2024 - pubs.rsc.org
Reprogramming of cellular metabolism is a driving factor of tumour progression and
radiation therapy resistance. Identifying biochemical signatures associated with tumour …

Application of an interpretable Raman-Spectral classification model based on a transposed convolution and attention mechanism to tumor-tissue screening

D Wan, Z Wang, S Liu, Y Li, W Li - Applied Soft Computing, 2024 - Elsevier
Skin and gastric cancers are known for their high mortality rates. In contemporary clinical
practice, medical imaging methods are prevalently utilized for the analysis and evaluation of …

Deep learning analysis for rapid detection and classification of household plastics based on Raman spectroscopy

Y Qin, J Qiu, N Tang, Y He, L Fan - … Acta Part A: Molecular and Biomolecular …, 2024 - Elsevier
The overuse of plastics releases large amounts of microplastics. These tiny and complex
pollutants may cause immeasurable damage to human social life. Raman spectroscopy …

Identification of agricultural surface source pollution in plain river network areas based on 3D-EEMs and convolutional neural networks

J Huan, J Yuan, H Zhang, X Xu, B Shi… - Water Science & …, 2024 - iwaponline.com
Agricultural non-point sources, as major sources of organic pollution, continue to flow into
the river network area of the Jiangnan Plain, posing a serious threat to the quality of water …

[HTML][HTML] 长链非编码RNA 在消化道癌症中的作用及临床应用

张振东, 王小平 - Journal of Zhejiang University (Medical Sciences), 2023 - ncbi.nlm.nih.gov
长链非编码RNA( lncRNA) 与人类消化道癌症的发生发展高度相关。 首先, lncRNA
通过靶向调控下游癌症基因表达, 影响癌细胞的生长、 转移、 凋亡、 代谢和免疫逃逸等 …

[HTML][HTML] Colon Cancer Disease Diagnosis Based on Convolutional Neural Network and Fishier Mantis Optimizer

AAA Mohamed, A Hançerlioğullari, J Rahebi… - Diagnostics, 2024 - mdpi.com
Colon cancer is a prevalent and potentially fatal disease that demands early and accurate
diagnosis for effective treatment. Traditional diagnostic approaches for colon cancer often …

[HTML][HTML] Exploring the association between inflammatory biomarkers and gastric cancer development: A two-sample mendelian randomization analysis.

W Yang, Y Lv, T Ma, N Wang, P Chen, Q Liu, H Yan - Medicine, 2024 - journals.lww.com
This study aimed to elucidate the potential causative links between inflammatory biomarkers
and gastric cancer risk via a two-sample Mendelian randomization approach. Leveraging …

Roles of long non-coding RNAs in digestive tract cancer and their clinical application.

Z Zhang, X Wang - Zhejiang da xue xue bao. Yi xue ban= Journal of …, 2023 - europepmc.org
长链非编码 RNA (lncRNA) 与人类消化道癌症的发生发展高度相关. 首先, lncRNA
通过靶向调控下游癌症基因表达, 影响癌细胞的生长, 转移, 凋亡, 代谢和免疫逃逸等 …