Cancer Research and Treatment

Additional staining for lymphovascular invasion is associated with increased estimation of lymph node metastasis in patients with T1 colorectal cancer: Systematic review and meta‐analysis

Jun Watanabe, Katsuro Ichimasa, Yuki Kataoka, Atsushi Miki, Hidehiro Someko, Munenori Honda, Makiko Tahara, Takeshi Yamashina, Khay Guan Yeoh, Shigeo Kawai, Kazuhiko Kotani, Naohiro Sata

Journal of Clinical Pathology.2024; 77(4): 225. CrossRef

Identification and Analysis of Immune Microenvironment-Related Genes for Keloid Risk Prediction and Their Effects on Keloid Proliferation and Migration

Yongyan Pei, Yikai Wu, Mengqi Zhang, Xuemin Su, Hua Cao, Jiaji Zhao

Multiple machine-learning tools identifying prognostic biomarkers for acute Myeloid Leukemia

Yujing Cheng, Xin Yang, Ying Wang, Qi Li, Wanlu Chen, Run Dai, Chan Zhang

BMC Medical Informatics and Decision Making.2024;[Epub] CrossRef

Artificial Intelligence Applications in the Treatment of Colorectal Cancer: A Narrative Review

Clinical Medicine Insights: Oncology.2024;[Epub] CrossRef

Transcriptomic and machine learning analyses identify hub genes of metabolism and host immune response that are associated with the progression of breast capsular contracture

Bioinformatics and Machine Learning Methods Identified MGST1 and QPCT as Novel Biomarkers for Severe Acute Pancreatitis

Molecular Biotechnology.2024; 66(5): 1246. CrossRef

Multi-omics reveals the role of ENO1 in bladder cancer and constructs an epithelial-related prognostic model to predict prognosis and efficacy

Zhixiong Su, Lijie You, Yufang He, Jingbo Chen, Guifeng Zhang, Zhenhua Liu

Use of artificial intelligence in the management of T1 colorectal cancer: a new tool in the arsenal or is deep learning out of its depth?

James Weiquan Li, Lai Mun Wang, Katsuro Ichimasa, Kenneth Weicong Lin, James Chi-Yong Ngu, Tiing Leong Ang

SLCO4A1, as a novel prognostic biomarker of non‑small cell lung cancer, promotes cell proliferation and migration

Shihao Li, Zihao Li, Lan Huang, Zhenyang Geng, Feng Li, Bin Wu, Yinliang Sheng, Yifan Xu, Bowen Li, Yiming Xu, Zhuoyu Gu, Yu Qi

International Journal of Oncology.2024;[Epub] CrossRef

Overexpression of circulating CD38+ NK cells in colorectal cancer was associated with lymph node metastasis and poor prognosis

Xueling Wang, Haoran Li, Huixian Chen, Kehua Fang, Xiaotian Chang

Management after non-curative endoscopic resection of T1 rectal cancer

Hao Dang, Daan A. Verhoeven, Jurjen J. Boonstra, Monique E. van Leerdam

Best Practice & Research Clinical Gastroenterology.2024; 68: 101895. CrossRef

Prediction of Lymph Node Metastasis in T1 Colorectal Cancer Using Artificial Intelligence with Hematoxylin and Eosin-Stained Whole-Slide-Images of Endoscopic and Surgical Resection Specimens

Joo Hye Song, Eun Ran Kim, Yiyu Hong, Insuk Sohn, Soomin Ahn, Seok-Hyung Kim, Kee-Taek Jang

Identification of immune characteristic biomarkers and therapeutic targets in cuproptosis for sepsis by integrated bioinformatics analysis and single-cell RNA sequencing analysis

Tianfeng Wang, Xiaowei Fang, Ximei Sheng, Meng Li, Yulin Mei, Qing Mei, Aijun Pan

Possibilities and prospects of artificial intelligence in the treatment of colorectal cancer (review)

A. Yu. Kravchenko, E. V. Semina, V. V. Kakotkin, M. A. Agapov

A risk prediction nomogram for resistant hypertension in patients with obstructive sleep apnea

Hongze Lin, Chen Zhou, Jiaying Li, Xiuqin Ma, Yan Yang, Taofeng Zhu

Unveiling the best predictive models for early‑onset metastatic cancer: Insights and innovations (Review)

Liqing Yu, Zhenjun Huang, Ziqi Xiao, Xiaofu Tang, Ziqiang Zeng, Xiaoli Tang, Wenhao Ouyang

Exploration of the molecular biological mechanisms and review of postoperative radiotherapy cases in tenosynovial giant cell tumors

Tianwei Zhang, Bin Zeng, Ke Liu, Qin Zeng, Na Wang, Ling Peng, Hongbo Qiu, Xiaomei Chen, Lin Wang

Radiomics-based machine learning in the differentiation of benign and malignant bowel wall thickening radiomics in bowel wall thickening

Hande Melike Bülbül, Gülen Burakgazi, Uğur Kesimal, Esat Kaba

Japanese Journal of Radiology.2024; 42(8): 872. CrossRef

Potential Mechanism of Tibetan Medicine Liuwei Muxiang Pills against Colorectal Cancer: Network Pharmacology and Bioinformatics Analyses

Shaochong Qi, Xinyu Liang, Zijing Wang, Haoran Jin, Liqun Zou, Jinlin Yang

A new clinical model for predicting lymph node metastasis in T1 colorectal cancer

Kai Wang, Hui He, Yanyun Lin, Yanhong Zhang, Junguo Chen, Jiancong Hu, Xiaosheng He

International Journal of Colorectal Disease.2024;[Epub] CrossRef

Comprehensive analysis of the interaction of antigen presentation during anti‐tumour immunity and establishment of AIDPS systems in ovarian cancer

Wenhuizi Sun, Ping Xu, Kefei Gao, Wenqin Lian, Xiang Sun

Journal of Cellular and Molecular Medicine.2024;[Epub] CrossRef

Use of artificial intelligence for the prediction of lymph node metastases in early-stage colorectal cancer: systematic review

Nasya Thompson, Arthur Morley-Bunker, Jared McLauchlan, Tamara Glyn, Tim Eglinton

Machine learning for predicting colon cancer recurrence

Erkan Kayikcioglu, Arif Hakan Onder, Burcu Bacak, Tekin Ahmet Serel

A machine learning screening model for identifying the risk of high-frequency hearing impairment in a general population

Yi Wang, Xinmeng Yao, Dahui Wang, Chengyin Ye, Liangwen Xu

Potential clinical value of fibrinogen-like protein 1 as a serum biomarker for the identification of diabetic cardiomyopathy

Yao Liu, Min Wang, Jia-Bao Su, Xiao Fu, Guan-Li Zheng, Shan Guo, Li-Juan Zhang, Qing-Bo Lu

CXCR4-mediated neutrophil dynamics in periodontitis

Xuanwen Xu, Tiange Li, Jingqi Tang, Danlei Wang, Yi Zhou, Huiqing Gou, Lu Li, Yan Xu

Hspb1 and Lgals3 in spinal neurons are closely associated with autophagy following excitotoxicity based on machine learning algorithms

Lei Yan, Zihao Li, Chuanbo Li, Jingyu Chen, Xun Zhou, Jiaming Cui, Peng Liu, Chong Shen, Chu Chen, Hongxiang Hong, Guanhua Xu, Zhiming Cui, Suyan Tian

Impact of artificial intelligence in the management of esophageal, gastric and colorectal malignancies

Ayrton Bangolo, Nikita Wadhwani, Vignesh K Nagesh, Shraboni Dey, Hadrian Hoang-Vu Tran, Izage Kianifar Aguilar, Auda Auda, Aman Sidiqui, Aiswarya Menon, Deborah Daoud, James Liu, Sai Priyanka Pulipaka, Blessy George, Flor Furman, Nareeman Khan, Adewale Pl

Artificial Intelligence in Gastrointestinal Endoscopy.2024;[Epub] CrossRef

Identification and Validation of Nicotinamide Metabolism-Related Gene Signatures as a Novel Prognostic Model for Hepatocellular Carcinoma

Sijia Yang, Ang Li, Lihong Lv, Jinxin Duan, Zhihua Zheng, Wenfeng Zhuo, Jun Min, Jinxing Wei

OncoTargets and Therapy.2024; Volume 17: 423. CrossRef

Machine learning algorithms integrate bulk and single-cell RNA data to unveil oxidative stress following intracerebral hemorrhage

Chaonan Du, Cong Wang, Zhiwei Liu, Wenxuan Xin, Qizhe Zhang, Alleyar Ali, Xinrui Zeng, Zhenxing Li, Chiyuan Ma

International Immunopharmacology.2024; 137: 112449. CrossRef

Single-cell analysis and machine learning identify psoriasis-associated CD8+ T cells serve as biomarker for psoriasis

Sijia He, Lyuye Liu, Xiaoyan Long, Man Ge, Menghan Cai, Junling Zhang

DcR3-associated risk score: correlating better prognosis and enhanced predictive power in colorectal cancer

Ying Duan, Hangrong Fang, Juanhong Wang, Banlai Ruan, Juan Yang, Jie Liu, Siqi Gou, Yijie Li, Zhengyi Cheng

Lymph node metastasis detection using artificial intelligence in T1 colorectal cancer: A comprehensive systematic review

Xiaoyan Yao, Zhiyong Zhou, Shengxun Mao, Jiaqing Cao, Huizi Li

Journal of Surgical Oncology.2024;[Epub] CrossRef

Development and Validation of an Interpretable Machine Learning Model for Early Prognosis Prediction in ICU Patients with Malignant Tumors and Hyperkalemia

Zhi-Jun Bu, Nan Jiang, Ke-Cheng Li, Zhi-Lin Lu, Nan Zhang, Shao-Shuai Yan, Zhi-Lin Chen, Yu-Han Hao, Yu-Huan Zhang, Run-Bing Xu, Han-Wei Chi, Zu-Yi Chen, Jian-Ping Liu, Dan Wang, Feng Xu, Zhao-Lan Liu

Machine learning-based model to predict composite thromboembolic events among Chinese elderly patients with atrial fibrillation

Jiefeng Ren, Haijun Wang, Song Lai, Yi Shao, Hebin Che, Zaiyao Xue, Xinlian Qi, Sha Zhang, Jinkun Dai, Sai Wang, Kunlian Li, Wei Gan, Quanjin Si

BMC Cardiovascular Disorders.2024;[Epub] CrossRef

Identifying and validating necroptosis‐associated features to predict clinical outcome and immunotherapy response in patients with glioblastoma

Environmental Toxicology.2024; 39(10): 4729. CrossRef

CuPCA: a web server for pan-cancer association analysis of large-scale cuproptosis-related genes

Yishu Xu, Zhenshu Ma, Yajie Wang, Long Zhang, Jiaming Ye, Yuan Chen, Zhengrong Yuan

Transcriptomic analysis reveals oxidative stress-related signature and molecular subtypes in cholangio carcinoma

Molecular Genetics and Genomics.2024;[Epub] CrossRef

The application value of support vector machine model based on multimodal MRI in predicting IDH-1mutation and Ki-67 expression in glioma

He-Xin Liang, Zong-Ying Wang, Yao Li, An-Ning Ren, Zhi-Feng Chen, Xi-Zhen Wang, Xi-Ming Wang, Zhen-Guo Yuan

The AC010247.2/miR-125b-5p axis triggers the malignant progression of acute myelocytic leukemia by IL-6R

Short-term PV energy yield predictions within city neighborhoods for optimum grid management

Integrating microarray-based spatial transcriptomics and RNA-seq reveals tissue architecture in colorectal cancer

Zheng Li, Xiaojie Zhang, Chongyuan Sun, Zefeng Li, He Fei, Dongbing Zhao

High serum mannose in colorectal cancer: a novel biomarker of lymph node metastasis and poor prognosis

Xueling Wang, Haoran Li, Xiaotian Chang, Zibin Tian

Development of a nomogram for predicting nosocomial infections among patients after cardiac valve replacement surgery

Xue Yao, Na Li, Ranran Lu, Xujing Wang, Yujun Zhang, Shuhui Wang

Journal of Clinical Nursing.2023; 32(7-8): 1466. CrossRef

Machine learning-based warning model for chronic kidney disease in individuals over 40 years old in underprivileged areas, Shanxi Province

Wenzhu Song, Yanfeng Liu, Lixia Qiu, Jianbo Qing, Aizhong Li, Yan Zhao, Yafeng Li, Rongshan Li, Xiaoshuang Zhou

Artificial intelligence in colorectal surgery: an AI-powered systematic review

A. Spinelli, F. M. Carrano, M. E. Laino, M. Andreozzi, G. Koleth, C. Hassan, A. Repici, M. Chand, V. Savevski, G. Pellino

Techniques in Coloproctology.2023; 27(8): 615. CrossRef

Prognostic significance of neutrophil count on in-hospital mortality in patients with acute type A aortic dissection

Weiqi Feng, Huili Li, Qiuji Wang, Chenxi Li, Jinlin Wu, Jue Yang, Ruixin Fan

Frontiers in Cardiovascular Medicine.2023;[Epub] CrossRef

Machine learning algorithms assisted identification of post-stroke depression associated biological features

Xintong Zhang, Xiangyu Wang, Shuwei Wang, Yingjie Zhang, Zeyu Wang, Qingyan Yang, Song Wang, Risheng Cao, Binbin Yu, Yu Zheng, Yini Dang

Risk prediction of bronchopulmonary dysplasia in preterm infants by the nomogram model

LncRNA model predicts liver cancer drug resistance and validate in vitro experiments

Qiushi Yin, Xiaolong Huang, Qiuxi Yang, Shibu Lin, Qifeng Song, Weiqiang Fan, Wang Li, Zhongyi Li, Lianghui Gao

Frontiers in Cell and Developmental Biology.2023;[Epub] CrossRef

Artificial intelligence–assisted treatment strategy for T1 colorectal cancer after endoscopic resection

Katsuro Ichimasa, Shin-ei Kudo, Jonathan Wei Jie Lee, Tetsuo Nemoto, Khay Guan Yeoh

Gastrointestinal Endoscopy.2023; 97(6): 1148. CrossRef

A risk prediction model for type 2 diabetes mellitus complicated with retinopathy based on machine learning and its application in health management

Hong Pan, Jijia Sun, Xin Luo, Heling Ai, Jing Zeng, Rong Shi, An Zhang

LASSO-based machine learning algorithm to predict the incidence of diabetes in different stages

Qianying Ou, Wei Jin, Leweihua Lin, Danhong Lin, Kaining Chen, Huibiao Quan

Prediction model based on radiomics and clinical features for preoperative lymphovascular invasion in gastric cancer patients

Ping Wang, Kaige Chen, Ying Han, Min Zhao, Nanding Abiyasi, Haiyong Peng, Shaolei Yan, Jiming Shang, Naijian Shang, Wei Meng

Liang-Ge-San: a classic traditional Chinese medicine formula, attenuates acute inflammation via targeting GSK3β

Liling Yang, Lijun Yan, Weifu Tan, Xiangjun Zhou, Guangli Yang, Jingtao Yu, Zibin Lu, Yong Liu, Liyi Zou, Wei Li, Linzhong Yu

Synergistic inhibition of NUDT21 by secretory S100A11 and exosomal miR‐487a‐5p promotes melanoma oligo‐ to poly‐metastatic progression

Bin Zeng, Yuting Chen, Hao Chen, Qiting Zhao, Zhiwei Sun, Doudou Liu, Xiaoshuang Li, Yuhan Zhang, Jianyu Wang, H. Rosie Xing

Identification of immune-related lncRNA in sepsis by construction of ceRNA network and integrating bioinformatic analysis

Tianfeng Wang, Si Xu, Lei Zhang, Tianjun Yang, Xiaoqin Fan, Chunyan Zhu, Yinzhong Wang, Fei Tong, Qing Mei, Aijun Pan

Applying machine learning algorithms to develop a survival prediction model for lung adenocarcinoma based on genes related to fatty acid metabolism

Dan Cong, Yanan Zhao, Wenlong Zhang, Jun Li, Yuansong Bai

Identification of raffinose family oligosaccharides in processed Rehmannia glutinosa Libosch using matrix‐assisted laser desorption/ionization mass spectrometry image combined with machine learning

Huizhi Li, Shishan Zhang, Yanfang Zhao, Jixiang He, Xiangfeng Chen

Rapid Communications in Mass Spectrometry.2023;[Epub] CrossRef

Development and validation of a LASSO-based prediction model for immunosuppressive medication nonadherence in kidney transplant recipients

Lei Dong, Xiao Zhu, Hongyu Zhao, Qin Zhao, Shan Liu, Jia Liu, Lina Gong

An artificial intelligence prediction model outperforms conventional guidelines in predicting lymph node metastasis of T1 colorectal cancer

Silicon versus Superbug: Assessing Machine Learning’s Role in the Fight against Antimicrobial Resistance

Predictive model for early death risk in pediatric hemophagocytic lymphohistiocytosis patients based on machine learning

Li Xiao, Yang Zhang, Ximing Xu, Ying Dou, Xianmin Guan, Yuxia Guo, Xianhao Wen, Yan Meng, Meiling Liao, Qinshi Hu, Jie Yu

Multimodal and multi-omics-based deep learning model for screening of optic neuropathy

Exploration and validation of key genes associated with early lymph node metastasis in thyroid carcinoma using weighted gene co-expression network analysis and machine learning

Current problems and perspectives of pathological risk factors for lymph node metastasis in T1 colorectal cancer: Systematic review

Katsuro Ichimasa, Shin‐ei Kudo, Hideyuki Miyachi, Yuta Kouyama, Kenichi Mochizuki, Yuki Takashina, Yasuharu Maeda, Yuichi Mori, Toyoki Kudo, Yuki Miyata, Yoshika Akimoto, Yuki Kataoka, Takafumi Kubota, Tetsuo Nemoto, Fumio Ishida, Masashi Misawa

Tumor Location as a Prognostic Factor in T1 Colorectal Cancer

Katsuro Ichimasa, Shin-ei Kudo, Yuta Kouyama, Kenichi Mochizuki, Yuki Takashina, Masashi Misawa, Yuichi Mori, Takemasa Hayashi, Kunihiko Wakamura, Hideyuki Miyachi

Journal of the Anus, Rectum and Colon.2022; 6(1): 9. CrossRef

The Importance of Being “That” Colorectal pT1: A Combined Clinico-Pathological Predictive Score to Improve Nodal Risk Stratification

Alessandro Gambella, Enrico Costantino Falco, Giacomo Benazzo, Simona Osella-Abate, Rebecca Senetta, Isabella Castellano, Luca Bertero, Paola Cassoni

A Predictive Model for Qualitative Evaluation of PG-SGA in Tumor Patients Through Machine Learning

Xiangliang Liu, Yuguang Li, Wei Ji, Kaiwen Zheng, Jin Lu, Yixin Zhao, Wenxin Zhang, Mingyang Liu, Jiuwei Cui, Wei Li

Cancer Management and Research.2022; Volume 14: 1431. CrossRef

Deep Submucosal Invasion Is Not an Independent Risk Factor for Lymph Node Metastasis in T1 Colorectal Cancer: A Meta-Analysis

Liselotte W. Zwager, Barbara A.J. Bastiaansen, Nahid S.M. Montazeri, Roel Hompes, Valeria Barresi, Katsuro Ichimasa, Hiroshi Kawachi, Isidro Machado, Tadahiko Masaki, Weiqi Sheng, Shinji Tanaka, Kazutomo Togashi, Chihiro Yasue, Paul Fockens, Leon M.G. Moo

LASSO ‐derived nomogram predicting new‐onset diabetes mellitus in patients with kidney disease receiving immunosuppressive drugs

Lina Shao, Chuxuan Luo, Chaoyun Yuan, Xiaolan Ye, Yuqun Zeng, Yan Ren, Binxian Ye, Yiwen Li, Juan Jin, Qiang He, Xiaogang Shen

Journal of Clinical Pharmacy and Therapeutics.2022; 47(10): 1627. CrossRef

Using random forest algorithm for glomerular and tubular injury diagnosis

Wenzhu Song, Xiaoshuang Zhou, Qi Duan, Qian Wang, Yaheng Li, Aizhong Li, Wenjing Zhou, Lin Sun, Lixia Qiu, Rongshan Li, Yafeng Li

Identification of diagnostic signatures associated with immune infiltration in Alzheimer’s disease by integrating bioinformatic analysis and machine-learning strategies

Yu Tian, Yaoheng Lu, Yuze Cao, Chun Dang, Na Wang, Kuo Tian, Qiqi Luo, Erliang Guo, Shanshun Luo, Lihua Wang, Qian Li

Frontiers in Aging Neuroscience.2022;[Epub] CrossRef

Development and validation of a predictive model combining clinical, radiomics, and deep transfer learning features for lymph node metastasis in early gastric cancer

Qingwen Zeng, Hong Li, Yanyan Zhu, Zongfeng Feng, Xufeng Shu, Ahao Wu, Lianghua Luo, Yi Cao, Yi Tu, Jianbo Xiong, Fuqing Zhou, Zhengrong Li

Identification of Drug-Induced Liver Injury Biomarkers from Multiple Microarrays Based on Machine Learning and Bioinformatics Analysis

Kaiyue Wang, Lin Zhang, Lixia Li, Yi Wang, Xinqin Zhong, Chunyu Hou, Yuqi Zhang, Congying Sun, Qian Zhou, Xiaoying Wang

International Journal of Molecular Sciences.2022; 23(19): 11945. CrossRef

Development and validation of a machine learning model to predict the risk of lymph node metastasis in renal carcinoma

Xiaowei Feng, Tao Hong, Wencai Liu, Chan Xu, Wanying Li, Bing Yang, Yang Song, Ting Li, Wenle Li, Hui Zhou, Chengliang Yin

Preoperative prediction of lymph node status in patients with colorectal cancer. Developing a predictive model using machine learning

Morten Hartwig, Karoline Bendix Bräuner, Rasmus Vogelsang, Ismail Gögenur

International Journal of Colorectal Disease.2022; 37(12): 2517. CrossRef

A retrospective analysis based on multiple machine learning models to predict lymph node metastasis in early gastric cancer

Tao Yang, Javier Martinez-Useros, JingWen Liu, Isaias Alarcón, Chao Li, WeiYao Li, Yuanxun Xiao, Xiang Ji, YanDong Zhao, Lei Wang, Salvador Morales-Conde, Zuli Yang

Challenges and opportunities in the application of artificial intelligence in gastroenterology and hepatology

World Journal of Gastroenterology.2021; 27(37): 6191. CrossRef