Works matching DE "RADIOMICS"

Results: 3735

Prediction of early mucosal healing of Crohn's disease after treatment with biologics- a novel nomogram based on radiomics and clinical risk factors.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1586300

By:

Huang, Linlin;
Li, Hui;
Wang, Shuo;
Ren, Ying

Publication type:

Article

Interpretable machine learning model integrating contrast-enhanced CT environmental radiomics and clinicopathological features for predicting postoperative recurrence in lung adenocarcinoma: a retrospective pilot study.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1601674

By:

Lin, Song;
Niu, Yanli;
Song, Lina;
Ye, Yingjian;
Yang, Jinfang;
Liu, Junjie;
Zhou, Xin;
An, Peng

Publication type:

Article

A strategy for multimodal integration of transcriptomics, proteomics, and radiomics data for the prediction of recurrence in patients with IDH‐mutant gliomas.

Published in:

International Journal of Cancer, 2025, v. 157, n. 3, p. 573, doi. 10.1002/ijc.35441

By:

Chouleur, Tiffanie;
Etchegaray, Christèle;
Villain, Laura;
Lesur, Antoine;
Ferté, Thomas;
Rossi, Marco;
Andrique, Laetitia;
Simoncini, Costanza;
Giacobbi, Anne‐Sophie;
Gambaretti, Matteo;
Lopci, Egesta;
Fernades, Bethania;
Dittmar, Gunnar;
Bjerkvig, Rolf;
Hejblum, Boris;
Thiébaut, Rodolphe;
Saut, Olivier;
Bello, Lorenzo;
Bikfalvi, Andreas

Publication type:

Article

Development and validation of a clinical-radiomics nomogram for predicting 180-day functional outcomes in patients with spontaneous thalamic hemorrhage.

Published in:

Neurosurgical Review, 2025, v. 48, n. 1, p. 1, doi. 10.1007/s10143-025-03653-4

By:

Zhang, Xi;
Zhang, Yiwei;
Zhang, Jie;
Liu, Yansong;
Gao, Shang;
Zhang, Haopeng;
Fan, Zhaoxin;
Feng, Yuyang;
Gao, Aili;
Liang, Hongsheng

Publication type:

Article

Intratumoral and peritumoral ultrasound radiomics analysis for predicting HER2-low expression in HER2-negative breast cancer patients: a retrospective analysis of dual-central study.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02752-4

By:

Wang, Jiajia;
Gu, Yunxin;
Zhan, Yunyun;
Li, Rubing;
Bi, Yu;
Gao, Lan;
Wu, Xiabi;
Shao, Jiaqi;
Chen, Yilin;
Ye, Lei;
Peng, Mei

Publication type:

Article

TRANS: a prediction model for EGFR mutation status in NSCLC based on radiomics and clinical features.

Published in:

Respiratory Research, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12931-025-03287-6

By:

Chen, Zhigang;
Lu, Huiying;
Liu, Ao;
Weng, Jia;
Gan, Lei;
Zhou, Lina;
Ding, Xiao;
Li, Shicheng

Publication type:

Article

Research on ischemic stroke risk assessment based on CTA radiomics and machine learning.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01697-y

By:

Li, Zhi-Li;
Yang, Hong-Yu;
Lv, Xiao-Xiao;
Zhang, Ya-Kun;
Zhu, Xin-Yu;
Zhang, Yu-Rou;
Guo, Li

Publication type:

Article

Systematic Evaluation of Hematoma Expansion Models in Spontaneous Intracerebral Hemorrhage: A Meta-Analysis and Meta-Regression Approach.

Published in:

Cerebrovascular Diseases, 2025, v. 54, n. 3, p. 333, doi. 10.1159/000540223

By:

Wu, Ruoru;
Hong, Tao;
Li, Ye

Publication type:

Article

CT影像组学联合临床病理特征模型预测非转移性2~3级肾透明细胞癌术后无病生存期的研究.

Published in:

Journal of Nanjing Medical University: Natural Sciences, 2025, v. 45, n. 5, p. 658, doi. 10.7655/NYDXBNSN240864

By:

马传贤;
陈晨;
杨雅雯;
柴顺;
马占龙

Publication type:

Article

CT 影像组学术前预测可切除性食管胃结合部腺癌区域淋巴结转移的研究.

Published in:

CT Theory & Applications, 2025, v. 34, n. 3, p. 427, doi. 10.15953/j.ctta.2025.060

By:

秦慧琳;
欧静;
苟月芹;
王悦苏;
罗慧;
张小明;
付茂勇;
陈天武

Publication type:

Article

Predicting hemorrhagic transformation in acute ischemic stroke: a systematic review, meta-analysis, and methodological quality assessment of CT/MRI-based deep learning and radiomics models.

Published in:

Emergency Radiology, 2025, v. 32, n. 3, p. 409, doi. 10.1007/s10140-025-02336-3

By:

Salimi, Mohsen;
Vadipour, Pouria;
Bahadori, Amir Reza;
Houshi, Shakiba;
Mirshamsi, Ali;
Fatemian, Hossein

Publication type:

Article

Habitat-based radiomics for preoperative differentiation between early-stage serous borderline ovarian tumors and malignant ovarian tumors.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1559398

By:

Yu, Xinping;
Zou, Yuwei;
Wang, Chang;
Wang, Lei;
Jiao, Jinwen;
Yu, Haiyang;
Zhang, Shuai

Publication type:

Article

Ultrasound-based deep learning radiomics for enhanced axillary lymph node metastasis assessment: a multicenter study.

Published in:

Oncologist, 2025, v. 30, n. 5, p. 1, doi. 10.1093/oncolo/oyaf090

By:

Zhang, Di;
Zhou, Wang;
Lu, Wen-Wu;
Qin, Xia-Chuan;
Zhang, Xian-Ya;
Luo, Yan-Hong;
Wu, Jun;
Wang, Jun-Li;
Zhao, Jun-Jie;
Zhang, Chao-Xue

Publication type:

Article

Reply.

Published in:

Ultrasound in Obstetrics & Gynecology, 2025, v. 65, n. 6, p. 806, doi. 10.1002/uog.29254

By:

Moro, F.;
Vagni, M.;
Tran, H. E.;
Boldrini, L.;
Fagotti, A.;
Testa, A. C.

Publication type:

Article

Radiomics analysis of solid adnexal masses — a step towards automated ultrasound diagnosis.

Published in:

Ultrasound in Obstetrics & Gynecology, 2025, v. 65, n. 6, p. 805, doi. 10.1002/uog.29252

By:

Ye, Y.‐J.;
An, P.

Publication type:

Article

CT-based radiomics for prediction of response to neoadjuvant immunochemotherapy in patients with esophageal carcinoma.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1511691

By:

Zhao, Peng;
Qiao, Xianhe;
Geng, Yikang;
Yv, Yaoyi;
Meng, Ruiqing;
Wu, Xiaowei

Publication type:

Article

Unsupervised learning-based quantitative analysis of CT intratumoral subregions predicts risk stratification of bladder cancer patients.

Published in:

BMC Medicine, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12916-025-04163-2

By:

Wang, Ying;
Wang, Hexiang;
Li, Na;
Wu, Siyu;
Shi, Rongchao;
Sun, Kui;
Wang, Ximing

Publication type:

Article

Intelligent and precise auxiliary diagnosis of breast tumors using deep learning and radiomics.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0320732

By:

Wang, Ting;
Zang, Boyang;
Kong, Chui;
Li, Yigang;
Yang, Xiaomin;
Yu, Yi

Publication type:

Article

Prediction of clinical stages of cervical cancer via machine learning integrated with clinical features and ultrasound-based radiomics.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03170-w

By:

Zhang, Maochun;
Zhang, Qing;
Wang, Xueying;
Peng, Xiaoli;
Chen, Jiao;
Yang, Hanfeng

Publication type:

Article

CT-based liver peritumoural radiomics features predict hepatic metastases sources as gastrointestinal or non-gastrointestinal.

Published in:

British Journal of Radiology, 2025, v. 98, n. 1167, p. 458, doi. 10.1093/bjr/tqae248

By:

Hou, Chengshi;
Wang, Fang;
Prince, Martin;
Yang, Xin;
Wang, Wenjian;
Ye, Jing;
Chen, Lei;
Luo, Xianfu

Publication type:

Article

Recurrence-free survival prediction for anal squamous cell carcinoma after chemoradiotherapy using planning CT-based radiomics model.

Published in:

British Journal of Radiology, 2025, v. 98, n. 1166, p. 296, doi. 10.1093/bjr/tqae235

By:

Tang, Shanshan;
Wang, Kai;
Hein, David;
Lin, Gloria;
Sanford, Nina N;
Wang, Jing

Publication type:

Article

Predicting the early therapeutic response to hepatic artery infusion chemotherapy in patients with unresectable HCC using a contrast-enhanced computed tomography-based habitat radiomics model: a multi-center retrospective study.

Published in:

Cellular Oncology (2211-3428), 2025, v. 48, n. 3, p. 709, doi. 10.1007/s13402-025-01041-0

By:

Wu, Mingsong;
Que, Zenglong;
Lai, Shujie;
Li, Guanhui;
Long, Jie;
He, Yuqin;
Wang, Shunan;
Wu, Hao;
You, Nan;
Lan, Xiang;
Wen, Liangzhi

Publication type:

Article

Integrating neuron-specific enolase and venous-phase enhanced computed tomography radiomics for improved survival prediction in high-risk neuroblastoma: a two-center study.

Published in:

Pediatric Radiology, 2025, v. 55, n. 6, p. 1178, doi. 10.1007/s00247-025-06247-w

By:

Wang, Haoru;
Ye, Wenhong;
Li, Ting;
Liao, Qianyi;
Zhang, Ya;
Liu, Longping;
He, Ling;
Chen, Xin

Publication type:

Article

A magnetic resonance image-based deep learning radiomics nomogram for hepatocyte cytokeratin 7 expression: application to predict cholestasis progression in children with pancreaticobiliary maljunction.

Published in:

Pediatric Radiology, 2025, v. 55, n. 6, p. 1164, doi. 10.1007/s00247-025-06225-2

By:

Yang, Yang;
Mao, Hui-min;
Huang, Shun-gen;
Guo, Wan-liang

Publication type:

Article

Comment: Radiomics in pediatric oncology.

Published in:

Pediatric Radiology, 2025, v. 55, n. 6, p. 1162, doi. 10.1007/s00247-025-06208-3

By:

Schooler, Gary R.

Publication type:

Article

T2-weighted MRI radiomics for the prediction of pediatric and young adult rhabdomyosarcoma alveolar subtype and distant metastasis: a pilot study.

Published in:

Pediatric Radiology, 2025, v. 55, n. 6, p. 1149, doi. 10.1007/s00247-025-06205-6

By:

Ghosh, Adarsh;
Li, Hailong;
Towbin, Alexander;
Turpin, Brian;
Trout, Andrew

Publication type:

Article

Comparative analysis of multi-zone peritumoral radiomics in breast cancer for predicting NAC response using ABVS-based deep learning models.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1586715

By:

Wang, Minfang;
Chen, Wanjun;
Ren, Ruiping;
Lin, Yuanwei;
Tang, Jiawen;
Wu, Meng

Publication type:

Article

Preoperative prediction of lymph node metastasis in patients with ovarian cancer using contrast-enhanced computed tomography-based intratumoral and peritumoral radiomics features.

Published in:

Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1543873

By:

Zhang, Jing;
Li, Qiyuan;
Liang, Haoyu;
Wang, Yao;
Sun, Li;
Zhang, Qingyuan;
Gao, Chuanping

Publication type:

Article

Skin Lesion Classification in Head and Neck Cancers Using Tissue Index Images Derived from Hyperspectral Imaging.

Published in:

Cancers, 2025, v. 17, n. 10, p. 1622, doi. 10.3390/cancers17101622

By:

Hoxha, Doruntina;
Krt, Aljoša;
Stergar, Jošt;
Tomanič, Tadej;
Grošelj, Aleš;
Štajduhar, Ivan;
Serša, Gregor;
Milanič, Matija

Publication type:

Article

The Desmoid Dilemma: Challenges and Opportunities in Assessing Tumor Burden and Therapeutic Response.

Published in:

Current Oncology, 2025, v. 32, n. 5, p. 288, doi. 10.3390/curroncol32050288

By:

Chang, Yu-Cherng;
Nixon, Bryan;
Souza, Felipe;
Cardoso, Fabiano Nassar;
Dayan, Etan;
Geiger, Erik J.;
Rosenberg, Andrew;
D'Amato, Gina;
Subhawong, Ty

Publication type:

Article

Deep learning radiomics fusion model to predict visceral pleural invasion of clinical stage IA lung adenocarcinoma: a multicenter study.

Published in:

Journal of Cardiothoracic Surgery, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13019-025-03488-6

By:

Zhao, Jiabi;
Wang, Tingting;
Wang, Bin;
Satishkumar, Bhuva Maheshkumar;
Ding, Lumin;
Sun, Xiwen;
Chen, Caizhong

Publication type:

Article

Radiomics Analysis of Whole-Kidney Non-Contrast CT for Early Identification of Chronic Kidney Disease Stages 1–3.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 454, doi. 10.3390/bioengineering12050454

By:

Zhang, Guirong;
Zhang, Pan;
Xia, Yuwei;
Shi, Feng;
Zhang, Yuelang;
Ding, Dun

Publication type:

Article

To predict cervical lymph node tuberculosis based on clinical-multimodal ultrasound radiomics model.

Published in:

Clinical Hemorheology & Microcirculation, 2025, v. 89, n. 4, p. 324, doi. 10.1177/13860291241304060

By:

Wang, Ying;
Meng, Xiangyu;
Chen, Peijun;
Luo, Jialei;
Tong, Jiahui;
Yan, Xinyi;
Lin, Ting;
Yu, Yuehui;
Zhang, Ying;
Yang, Gaoyi

Publication type:

Article

A Radiomics Model for the Differentiation of Intracranial Solitary Fibrous Tumor/Hemangiopericytoma and Meningioma Based on Multiparametric Magnetic Resonance Imaging.

Published in:

Neurology India, 2024, v. 72, n. 4, p. 779, doi. 10.4103/neurol-india.NI_213_20

By:

Xiong, Hua;
Yin, Ping;
Luo, Weiqiang;
Li, Yihui;
Wang, Sicong

Publication type:

Article

Radiomics and artificial intelligence in breast imaging: a survey.

Published in:

Artificial Intelligence Review, 2023, v. 56, p. 857, doi. 10.1007/s10462-023-10543-y

By:

Zhang, Tianyu;
Tan, Tao;
Samperna, Riccardo;
Li, Zhang;
Gao, Yuan;
Wang, Xin;
Han, Luyi;
Yu, Qifeng;
Beets-Tan, Regina G. H.;
Mann, Ritse M.

Publication type:

Article

Noninvasive Grading of Liver Fibrosis Based on Texture Analysis From MRI‐Derived Radiomics.

Published in:

NMR in Biomedicine, 2025, v. 38, n. 1, p. 1, doi. 10.1002/nbm.5301

By:

Gotta, Jennifer;
Gruenewald, Leon D.;
Reschke, Philipp;
Booz, Christian;
Mahmoudi, Scherwin;
Stieltjes, Bram;
Choi, Moon Hyung;
D'Angelo, Tommaso;
Bernatz, Simon;
Vogl, Thomas J.;
Sinkus, Ralph;
Grimm, Robert;
Strecker, Ralph;
Haberkorn, Sebastian;
Koch, Vitali

Publication type:

Article

Evaluation of parametrial infiltration in patients with IB‐IIB cervical cancer by a radiomics model integrating features from tumoral and peritumoral regions in <sup>18</sup>F‐fluorodeoxy glucose positron emission tomography/MR images.

Published in:

NMR in Biomedicine, 2023, v. 36, n. 9, p. 1, doi. 10.1002/nbm.4945

By:

Shang, Fei;
Tan, Zheng;
Gong, Tan;
Tang, Xiaoying;
Sun, Hongzan;
Liu, Shuai

Publication type:

Article

Association predictions of genomics, proteinomics, transcriptomics, microbiome, metabolomics, pathomics, radiomics, drug, symptoms, environment factor, and disease networks: A comprehensive approach.

Published in:

Medicinal Research Reviews, 2022, v. 42, n. 1, p. 441, doi. 10.1002/med.21847

By:

Pan, Yi;
Lei, Xiujuan;
Zhang, Yuchen

Publication type:

Article

A review in radiomics: Making personalized medicine a reality via routine imaging.

Published in:

Medicinal Research Reviews, 2022, v. 42, n. 1, p. 426, doi. 10.1002/med.21846

By:

Guiot, Julien;
Vaidyanathan, Akshayaa;
Deprez, Louis;
Zerka, Fadila;
Danthine, Denis;
Frix, Anne‐Noelle;
Lambin, Philippe;
Bottari, Fabio;
Tsoutzidis, Nathan;
Miraglio, Benjamin;
Walsh, Sean;
Vos, Wim;
Hustinx, Roland;
Ferreira, Marta;
Lovinfosse, Pierre;
Leijenaar, Ralph T.H.

Publication type:

Article

Conventional chest computed tomography-based radiomics for predicting the risk of thoracolumbar osteoporotic vertebral fractures.

Published in:

Osteoporosis International, 2025, v. 36, n. 5, p. 893, doi. 10.1007/s00198-024-07338-4

By:

Pan, Yaling;
Wan, Yidong;
Wang, Yajie;
Yu, Taihen;
Cao, Fang;
He, Dong;
Ye, Qin;
Lu, Xiangjun;
Wang, Huogen;
Wu, Yinbo

Publication type:

Article

Diagnostic performance of radiomics for predicting osteoporosis in adults: a systematic review and meta-analysis.

Published in:

Osteoporosis International, 2024, v. 35, n. 10, p. 1693, doi. 10.1007/s00198-024-07136-y

By:

Deng, Ling;
Shuai, Ping;
Liu, Youren;
Yong, Tao;
Liu, Yuping;
Li, Hang;
Zheng, Xiaoxia

Publication type:

Article

Computer tomography-based radiomics combined with machine learning for predicting the time since onset of epidural hematoma.

Published in:

International Journal of Legal Medicine, 2025, v. 139, n. 2, p. 627, doi. 10.1007/s00414-024-03374-1

By:

Wu, Mingzhe;
Wang, Pengfei;
Cheng, Hao;
Chen, Ziyuan;
Wang, Ning;
Wang, Ziwei;
Li, Chen;
Wang, Linlin;
Guan, Dawei;
Sun, Hongzan;
Zhao, Rui

Publication type:

Article

Automated bone age assessment from knee joint by integrating deep learning and MRI-based radiomics.

Published in:

International Journal of Legal Medicine, 2024, v. 138, n. 3, p. 927, doi. 10.1007/s00414-023-03148-1

By:

Fan, Fei;
Liu, Han;
Dai, Xinhua;
Liu, Guangfeng;
Liu, Junhong;
Deng, Xiaodong;
Peng, Zhao;
Wang, Chang;
Zhang, Kui;
Chen, Hu;
Yin, Chuangao;
Zhan, Mengjun;
Deng, Zhenhua

Publication type:

Article

Post mortem computed tomography meets radiomics: a case series on fractal analysis of post mortem changes in the brain.

Published in:

International Journal of Legal Medicine, 2022, v. 136, n. 3, p. 719, doi. 10.1007/s00414-022-02801-5

By:

De-Giorgio, Fabio;
Ciasca, Gabriele;
Fecondo, Gennaro;
Mazzini, Alberto;
Di Santo, Riccardo;
De Spirito, Marco;
Pascali, Vincenzo L.

Publication type:

Article

Endobronchial Ultrasound-Based Support Vector Machine Model for Differentiating between Benign and Malignant Mediastinal and Hilar Lymph Nodes.

Published in:

Respiration, 2024, v. 103, n. 11, p. 675, doi. 10.1159/000540467

By:

Hu, Wenjia;
Wen, Feifei;
Zhao, Mengyu;
Li, Xiangnan;
Luo, Peiyuan;
Jiang, Guancheng;
Yang, Huizhen;
Herth, Felix J.F.;
Zhang, Xiaoju;
Zhang, Quncheng

Publication type:

Article

An Integrated Clinical and Computerized Tomography-Based Radiomic Feature Model to Separate Benign from Malignant Pleural Effusion.

Published in:

Respiration, 2024, v. 103, n. 7, p. 406, doi. 10.1159/000536517

By:

Cai, Fangqi;
Cheng, Liwei;
Liao, Xiaoling;
Xie, Yuping;
Wang, Wu;
Zhang, Haofeng;
Lu, Jinhua;
Chen, Ru;
Chen, Chunxia;
Zhou, Xing;
Mo, Xiaoyun;
Hu, Guoping;
Huang, Luying

Publication type:

Article

Application of Radiomics in Radiotherapy: Challenges and Future Prospects.

Published in:

Caspian Journal of Pediatrics, 2022, v. 24, n. 1, p. 127, doi. 10.22088/jbums.24.1.127

By:

Anijdan, S. H. Mousavie;
Reiazi, R.;
Tafti, H. Fallah;
Moslemi, D.;
Moghadamnia, A. A.;
Paydar, R.

Publication type:

Article

Radiomic nomograms in CT diagnosis of gall bladder carcinoma: a narrative review.

Published in:

Discover Oncology, 2024, v. 15, n. 1, p. 1, doi. 10.1007/s12672-024-01720-8

By:

Baishya, Nirupam Konwar;
Baishya, Kangkana

Publication type:

Article

Developmental trends and knowledge frameworks in the application of radiomics in prostate cancer: a bibliometric analysis from 2000 to 2024.

Published in:

Discover Oncology, 2024, v. 15, n. 1, p. 1, doi. 10.1007/s12672-024-01678-7

By:

Hao, Pan;
Xin, Ruiqiang;
Li, Yancui;
Na, Xu;
Lv, Xiaoyong

Publication type:

Article

The relationship between contrast-enhanced computed tomography radiomics features and mitosis karyorrhexis index in neuroblastoma.

Published in:

Discover Oncology, 2024, v. 15, p. 1, doi. 10.1007/s12672-024-01067-0

By:

Chen, Xin;
Wang, Haoru;
Xia, Yuwei;
Shi, Feng;
He, Ling;
Liu, Enmei

Publication type:

Article