Artificial Intelligence and Informatics - Original Article

Application of deep learning and radiomics in the prediction of hematoma expansion in intracerebral hemorrhage: a fully automated hybrid approach
  • Mengtian Lu
  • Yaqi Wang
  • Jiaqiang Tian
  • Haifeng Feng
Diagn Interv Radiol 0; 0: 0-0 [e-Pub] DOI: 10.4274/dir.2024.222088 PMID:38654561
Abstract
Prediction of osteoporosis using MRI and CT scans with unimodal and multimodal deep-learning models
  • Yasemin Küçükçiloğlu
  • Boran Şekeroğlu
  • Terin Adalı
  • Niyazi Şentürk
Diagn Interv Radiol 2024; 30: 9-20 DOI: 10.4274/dir.2023.232116 PMID:37309886
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Multi-parametric MRI-based peritumoral radiomics on prediction of lymph-vascular space invasion in early-stage cervical cancer
  • Linpeng Cui
  • Tao Yu
  • Yangyang Kan
  • Yue Dong
  • Yahong Luo
  • Xiran Jiang
Diagn Interv Radiol 2022; 28: 312-321 DOI: 10.5152/dir.2022.20657
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Prediction of carcinogenic human papillomavirus types in cervical cancer from multiparametric magnetic resonance images with machine learning-based radiomics models
  • Okan İnce
  • Emre Uysal
  • Görkem Durak
  • Suzan Önol
  • Binnur Dönmez Yılmaz
  • Şükrü Mehmet Ertürk
  • Hakan Önder
Diagn Interv Radiol 2023; 29: 460-468 DOI: 10.4274/dir.2022.221335 PMID:36994859
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Abdominal Imaging - Original Article

Performance of apparent diffusion coefficient values and ratios for the prediction of prostate cancer aggressiveness across different MRI acquisition settings
  • Ercan Karaarslan
  • Aylin Altan Kus
  • Deniz Alis
  • Umut Can Karaarslan
  • Yesim Saglican
  • Omer Burak Argun
  • Ali Riza Kural
Diagn Interv Radiol 2022; 28: 12-20 DOI: 10.5152/dir.2022.20732
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A radiomics nomogram for preoperative prediction of microvascular invasion risk in hepatitis B virus-related hepatocellular carcinoma
  • Jie Peng
  • Jing Zhang
  • Qifan Zhang
  • Yikai Xu
  • Jie Zhou
  • Li Liu
Diagn Interv Radiol 2018; 24: 121-127 DOI: 10.5152/dir.2018.17467
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Radiomics signature as a new biomarker for preoperative prediction of neoadjuvant chemoradiotherapy response in locally advanced rectal cancer
  • Zhaohe Zhang
  • Xiran Jiang
  • Rui Zhang
  • Tao Yu
  • Shanshan Liu
  • Yahong Luo
Diagn Interv Radiol 2021; 27: 308-314 DOI: 10.5152/dir.2021.19677
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Radiomics-based nomogram using CT imaging for noninvasive preoperative prediction of early recurrence in patients with hepatocellular carcinoma
  • Hong-Bo Zhu
  • Ze-Yu Zheng
  • Heng Zhao
  • Jing Zhang
  • Hong Zhu
  • Yue-Hua Li
  • Zhong-Yi Dong
  • Lu-Shan Xiao
  • Jun-Jie Kuang
  • Xiao-Li Zhang
  • Li Liu
Diagn Interv Radiol 2020; 26: 411-419 DOI: 10.5152/dir.2020.19623
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Chest Imaging - Original Article

Chest computed tomography radiomics to predict the outcome for patients with COVID-19 at an early stage
  • Shan Wu
  • Ranying Zhang
  • Xinjian Wan
  • Ting Yao
  • Qingwei Zhang
  • Xiaohua Chen
  • Xiaohong Fan
Diagn Interv Radiol 2023; 29: 91-102 DOI: 10.5152/dir.2022.21576 PMID:36960545
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Peritumoral imaging features of thymic epithelial tumors for the prediction of transcapsular invasion: beyond intratumoral analysis
  • Jongmin Park
  • Byunggeon Park
  • Jihoon Hong
  • Jung Guen Cha
  • Kyung Min Shin
  • Jaehee Lee
  • An Na Seo
  • Young Woo Do
  • Won Kee Lee
  • Jae-Kwang Lim
Diagn Interv Radiol 2023; 29: 109-116 DOI: 10.4274/dir.2022.21803 PMID:36960547
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Indeterminate pulmonary subsolid nodules in patients with no history of cancer: growing prediction, CT pattern, and pathological diagnosis
  • Xiaowan Guo
  • Xudong Jia
  • Danqing Zhang
  • Hui Feng
  • Yana Dou
  • Gaofeng Shi
Diagn Interv Radiol 2022; 28: 230-238 DOI: 10.5152/dir.2022.211100
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Nomogram based on clinical characteristics and radiological features for the preoperative prediction of spread through air spaces in patients with clinical stage IA non-small cell lung cancer: a multicenter study
  • Yun Wang
  • Deng Lyu
  • Di Zhang
  • Lei Hu
  • Junhong Wu
  • Wenting Tu
  • Yi Xiao
  • Li Fan
  • Shiyuan Liu
Diagn Interv Radiol 2023; 29: 771-785 DOI: 10.4274/dir.2023.232404 PMID:37724737
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Neuroradiology - Original Article

Prediction of degree of carotid stenosis with the transluminal attenuation difference ratio
  • Ayşegül Gürsoy Çoruh
  • Elif Peker
  • Başak Gülpınar
  • Mine Hayriye Sorgun
  • Atilla Halil Elhan
  • Ömer Suat Fitoz
Diagn Interv Radiol 2020; 26: 249-254 DOI: 10.5152/dir.2019.19259
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Modality-Based (US, CT, MRI, PET-CT) Imaging - Original Article

Prediction of lymph node metastasis in rectal cancer: comparison between shear-wave elastography based ultrasomics and MRI
  • Meng-Fei Xian
  • Xin Zheng
  • Jian-Bo Xu
  • Xin Li
  • Li-Da Chen
  • Wei Wang
Diagn Interv Radiol 2021; 27: 424-431 DOI: 10.5152/dir.2021.20031
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