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Qiang Chen, Tao Shi, Dan Du, Bo Wang, Sha Zhao, Yang Gao, Shuang Wang and Zhanqin Zhang

Anal. Methods, 2023, 15, 2578
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Source Tracing of Kidney Injury via the Multispectral Fingerprint Identified by Machine Learning-Driven Surface-Enhanced Raman Spectroscopic Analysis

Yanwen Zhuang, Yu Ouyang, Li Ding, Miaowen Xu, Fanfeng Shi, Dan Shan, Dawei Cao and Xiaowei Cao

ACS Sens., 2024, 9, 2622
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The Specific Changes of Urine Raman Spectra Can Serve as Novel Diagnostic Tools for Disease Characteristics in Patients with Crohn’s Disease

Yaling Wu, Zijie Wang, Mengmeng Xing, Bingyan Li, Zhiyuan Liu, Peng Du, Huinan Yang and Xiaolei Wang

JIR, 2022, Volume 15, 897
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Combining Dense Au Nanoparticle Layers and 2D Surface-Enhanced Raman Scattering Arrays for the Identification of Mutant Cyanobacteria Using Machine Learning

Kai Gao, Hu Zhu, Benjamin Charron, Takahiko Mochizuki, Chunxia Dong, Hongrui Ding, Ying Cui, Mengdi Lu, Wei Peng, Shenggeng Zhu, Long Hong and Jean-Francois Masson

J. Phys. Chem. C, 2022, 126, 9446
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Review–Vibrational spectroscopy‐aided diagnosis, prognosis and treatment of inflammatory bowel disease

Emma Buchan and Pola Goldberg Oppenheimer

Clinical and Translational Dis, 2023, 3
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Machine learning-enhanced SERS diagnostics: Accelerating the AI-powered transition from laboratory discoveries to clinical practice

Biqing Chen, Haizhu Sun, Jiayin Gao, Zhi Chen and Xiaohong Qiu

Computers in Biology and Medicine, 2025, 194, 110490
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Artificial intelligence use for precision medicine in inflammatory bowel disease: a systematic review

Hugo Dugolin Ceccato

Am J Transl Res, 2025, 17, 28
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Recent Trends in SERS-Based Plasmonic Sensors for Disease Diagnostics, Biomolecules Detection, and Machine Learning Techniques

Reshma Beeram, Kameswara Rao Vepa and Venugopal Rao Soma

Biosensors, 2023, 13, 328
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SERS biosensor with plastic antibodies for detection of a cancer biomarker protein

Daniela Oliveira, Mariana C. C. G. Carneiro and Felismina T. C. Moreira

Microchim Acta, 2024, 191
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Deep Learning–Assisted Surface-Enhanced Raman Scattering for Rapid Bacterial Identification

Yi-Ming Tseng, Ko-Lun Chen, Po-Hsuan Chao, Yin-Yi Han and Nien-Tsu Huang

ACS Appl. Mater. Interfaces, 2023, 15, 26398
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Diagnosis and classification of intestinal diseases with urine by surface-enhanced Raman spectroscopy

Silong Li, Yuqing Zheng, Yiheng Yang, Haojie Yang, Changpeng Han, Peng Du, Xiaolei Wang and Huinan Yang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2024, 312, 124081
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A review on computer-aided diagnostic system to classify the disorders of the gastrointestinal tract

Muhammad Ramzan, Mudassar Raza, Zahid Farooq Khan, Muhammad Attique Khan, Nebojša Bačanin-Džakula, Robertas Damaševičius, Seob Jeon and Yunyoung Nam

Eur J Med Res, 2025, 30
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Study on the classification and identification of various carbonate and sulfate mineral medicines based on Raman spectroscopy combined with PCA-SVM algorithm

Siqingaowa Han, Zhu Jin, Dema Deji, Tana Han, Yulan Zhang, Meiling Feng and Wuliji Hasi

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Surface-enhanced Raman spectroscopy analysis reveals biochemical difference in urine of patients with perianal fistula

Yilian Zhu, Weimin Xu, Zhiyuan Liu, Bingyan Li, Yaling Wu, Zhebin Hua, Yaosheng Wang, Xiaolei Wang, Peng Du and Huinan Yang

Asian Journal of Surgery, 2024, 47, 140
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Toward smart diagnostics via artificial intelligence-assisted surface-enhanced Raman spectroscopy

Amauri Horta-Velázquez, Fernando Arce, Erika Rodríguez-Sevilla and Eden Morales-Narváez

TrAC Trends in Analytical Chemistry, 2023, 169, 117378
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ICD code mapping model based on clinical text tree structure

Jingjin Xue and Pengli Lu

Artificial Intelligence in Medicine, 2025, 167, 103163
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Integration of Machine Learning in Surface-Enhanced Raman Spectroscopy Biosensor for Biomedical Applications

Jong Uk Lee and Hye Jin Kim

BioChip J, 2025
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Recent Trends in Non-Invasive Methods of Diagnosis and Evaluation of Inflammatory Bowel Disease: A Short Review

Dan Vălean, Roxana Zaharie, Roman Țaulean, Lia Usatiuc and Florin Zaharie

IJMS, 2024, 25, 2077
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Application of Surface‐Enhanced Raman Spectroscopy in the Screening of Pulmonary Adenocarcinoma Nodules

Bowen Peng, Huan Yan, Runrui Lin, Gang Yin and Chen Li

BioMed Research International, 2022, 2022
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Recent Research Progress of Surface‐Enhanced Raman Scattering Dominated Analysis Strategies in Early Diagnosis of Diseases

Yixin Chen, Shujun Zheng, Xiaoya Tang, Fei Wang, Linjie Wang and Caolong Li

Chemistry An Asian Journal, 2023, 18
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Development and validation of a deep learning-enhanced prediction model for the likelihood of pulmonary embolism

Yu Tian, Jingjie Liu, Shan Wu, Yucong Zheng, Rongye Han, Qianhui Bao, Lei Li and Tao Yang

Front. Med., 2025, 12
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Non-invasive spectroscopic analytical molecular neural network-based profiling of saliva and endoscopic tissue biopsy for inflammatory bowel disease diagnosis

Emma Buchan, Snehali Majumder, Tommaso Lorenzo Parigi, Zainab Abdawn, Rahul Hejmadi, Christine Bossa, Michelle Panton, Olga Maria Nardone, Uday Shivaji, Marietta Iacucci and Pola Goldberg Oppenheimer

Sensing and Bio-Sensing Research, 2025, 49, 100861
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