Artificial Intelligence and Informatics - Original Article

Cystic renal mass screening: machine-learning-based radiomics on unenhanced computed tomography
  • Lesheng Huang
  • Yongsong Ye
  • Jun Chen
  • Wenhui Feng
  • Se Peng
  • Xiaohua Du
  • Xiaodan Li
  • Zhixuan Song
  • Tianzhu Liu
Diagn Interv Radiol 0; 0: 0-0 [e-Pub] DOI: 10.4274/dir.2023.232386 PMID:38164893
Meta-research on reporting guidelines for artificial intelligence: are authors and reviewers encouraged enough in radiology, nuclear medicine, and medical imaging journals?
  • Burak Koçak
  • Ali Keleş
  • Fadime Köse
Diagn Interv Radiol 0; 0: 0-0 [e-Pub] DOI: 10.4274/dir.2024.232604 PMID:38375627
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
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
Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images
  • Maxime Blain
  • Michael T. Kassin
  • Nicole Varble
  • Xiaosong Wang
  • Ziyue Xu
  • Daguang Xu
  • Gianpaolo Carrafiello
  • Valentina Vespro
  • Elvira Stellato
  • Anna Maria Ierardi
  • Letizia Di Meglio
  • Robert D. Suh
  • Stephanie A. Walker
  • Sheng Xu
  • Thomas H. Sanford
  • Evrim B. Turkbey
  • Stephanie Harmon
  • Baris Turkbey
  • Bradford J. Wood
Diagn Interv Radiol 2021; 27: 20-27 DOI: 10.5152/dir.2020.20205
Value of contrast-enhanced CT based radiomic machine learning algorithm in differentiating gastrointestinal stromal tumors with KIT exon 11 mutation: a two-center study
  • Bo Liu
  • Hao Liu
  • Lequan Zhang
  • Yancheng Song
  • Shifeng Yang
  • Ziwen Zheng
  • Junjiang Zhao
  • Feng Hou
  • Jian Zhang
Diagn Interv Radiol 2022; 28: 29-38 DOI: 10.5152/dir.2021.21600
Machine learning analysis of adrenal lesions: preliminary study evaluating texture analysis in the differentiation of adrenal lesions
  • Canan Altay
  • Işıl Başara Akın
  • Abdullah Hakan Özgül
  • Süleyman Cem Adıyaman
  • Abdullah Serkan Yener
  • Mustafa Seçil
Diagn Interv Radiol 2023; 29: 234-243 DOI: 10.5152/dir.2022.21266 PMID:36987841
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
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
CT images-based 3D convolutional neural network to predict early recurrence of solitary hepatocellular carcinoma after radical hepatectomy
  • Hao Cui
  • Kun-Yuan Wang
  • Wen-Yuan Li
  • Hong-Bo Zhu
  • Lu-Shan Xiao
  • Li Liu
Diagn Interv Radiol 2022; 28: 524-531 DOI: 10.5152/dir.2022.201097
Deep learning reconstruction for brain diffusion-weighted imaging: efficacy for image quality improvement, apparent diffusion coefficient assessment, and intravoxel incoherent motion evaluation in in vitro and in vivo studies
  • Satomu Hanamatsu
  • Kazuhiro Murayama
  • Yoshiharu Ohno
  • Kaori Yamamoto
  • Masao Yui
  • Hiroshi Toyama
Diagn Interv Radiol 2023; 29: 664-673 DOI: 10.4274/dir.2023.232149 PMID:37554957

Interventional Radiology - Original Article

Percutaneous nephrostomy in infants: a 20-year single-center experience
  • Onur Taydaş
  • Emre Ünal
  • Devrim Akıncı
  • Mehmet Şeker
  • Osman Melih Topçuoğlu
  • Okan Akhan
  • Türkmen Turan Çiftçi
Diagn Interv Radiol 0; 0: 0-0 [e-Pub] DOI: 10.4274/dir.2023.232276 PMID:37593945
A novel modified PAIR technique using a trocar catheter for percutaneous treatment of liver hydatid cysts: a six-year experience
  • Alaaddin Nayman
  • Ibrahim Guler
  • Suat Keskin
  • Tuba Berra Erdem
  • Hale Borazan
  • Ahmet Kucukapan
  • Huseyin Ozbiner
  • Abdussamed Batur
  • Ersen Ertekin
  • Bahadir Feyzioglu
  • Osman Koc
  • Hasan Emin Kaya
  • Osman Temizoz
  • Adil Kartal
  • Orhan Ozbek
Diagn Interv Radiol 2016; 22: 47-51 DOI: 10.5152/dir.2015.15011
Percutaneous radiologically guided gastrostomy tube placement: comparison of antegrade transoral and retrograde transabdominal approaches
  • Zachary M. Haber
  • Hearns W. Charles
  • Jonathan S. Gross
  • Daniel Pflager
  • Amy R. Deipolyi
Diagn Interv Radiol 2017; 23: 55-60 DOI: 10.5152/dir.2016.15626
Adrenal venous sampling: the learning curve of a single interventionalist with 282 consecutive procedures
  • Hugo Jakobsson
  • Katerina Farmaki
  • Augustinas Sakinis
  • Olof Ehn
  • Gudmundur Johannsson
  • Oskar Ragnarsson
Diagn Interv Radiol 2018; 24: 89-93 DOI: 10.5152/dir.2018.17397
Percutaneous cryoablation in early stage hepatocellular carcinoma: analysis of local tumor progression factors
  • Dong Kyu Kim
  • Kichang Han
  • Jong Yun Won
  • Gyoung Min Kim
  • Joon Ho Kwon
  • Man Deuk Kim
Diagn Interv Radiol 2020; 26: 111-117 DOI: 10.5152/dir.2019.19246
A 7-year retrospective review of the technical success of the “low-profile” hangman technique for complicated inferior vena cava (IVC) filter retrievals
  • Heather Kate Moriarty
  • Elissa Marshall
  • Warren Clements
Diagn Interv Radiol 2020; 26: 118-123 DOI: 10.5152/dir.2019.19223
Ten-year experience of retrievable inferior vena cava filters in a tertiary referral center
  • George Tse
  • Trevor Cleveland
  • Stephen Goode
Diagn Interv Radiol 2017; 23: 144-149 DOI: 10.5152/dir.2016.16022
Definitive locoregional therapy (LRT) versus bridging LRT and liver transplantation with wait-and-not-treat approach for very early stage hepatocellular carcinoma
  • Peiman Habibollahi
  • Stephen Hunt
  • Therese Bitterman
  • Terence P. Gade
  • Michael C. Soulen
  • Gregory Nadolski
Diagn Interv Radiol 2018; 24: 213-218 DOI: 10.5152/dir.2018.17418
Percutaneous nephrostomy for nondilated renal collecting system with ultrasound and fluoroscopic guidance: The results of a 10-year experience
  • Jung Ho Won
  • Woo Jin Yang
  • Ji Hoon Shin
  • Jong Woo Kim
  • Hee Ho Chu
  • Sang Min Lee
  • Ho Cheol Choi
  • Sung Eun Park
Diagn Interv Radiol 2022; 28: 244-248 DOI: 10.5152/dir.2022.20728
Advantages of early intervention with arterial embolization for intra-abdominal solid organ injuries in children
  • Kubilay Gürünlüoğlu
  • İsmail Okan Yıldırım
  • Ramazan Kutlu
  • Kaya Saraç
  • Ahmet Sığırcı
  • Harika Gözükara Bağ
  • Mehmet Demircan
Diagn Interv Radiol 2019; 25: 310-319 DOI: 10.5152/dir.2019.18559
Blunt splenic injury: are early adverse events related to trauma, nonoperative management, or surgery?
  • Julien Frandon
  • Mathieu Rodiere
  • Catherine Arvieux
  • Anne Vendrell
  • Bastien Boussat
  • Christian Sengel
  • Christophe Broux
  • Ivan Bricault
  • Gilbert Ferretti
  • Frédéric Thony
Diagn Interv Radiol 2015; 21: 327-333 DOI: 10.5152/dir.2015.14800
Operator learning curve for transradial liver cancer embolization: implications for the initiation of a transradial access program
  • Roberto Iezzi
  • Alessandro Posa
  • Biagio Merlino
  • Maurizio Pompili
  • Eleonora Annicchiarico
  • Elena Rodolfino
  • Michele Basso
  • Alessandra Cassano
  • Antonio Gasbarrini
  • Riccardo Manfredi
Diagn Interv Radiol 2019; 25: 368-374 DOI: 10.5152/dir.2019.18437
Outcomes of endovascular treatment of thoracic aorta pathologies: 10-year single-center results
  • Mustafa Emre Akın
  • Koray Akkan
  • Abdullah Özer
  • Erhan Turgut Ilgıt
  • Baran Önal
  • Gürsel Levent Oktar
Diagn Interv Radiol 2022; 28: 370-375 DOI: 10.5152/dir.2022.211293
Awareness of interventional radiology before professional training and outcome measurement of an interventional radiology curriculum: a survey of third-year undergraduates in a Chinese medical college
  • Zi-Xuan Wang
  • Tao Shan
Diagn Interv Radiol 2019; 25: 375-379 DOI: 10.5152/dir.2019.19054
Intermittent quick-check CT fluoroscopy-guided percutaneous drainage placement in patients with infected renal and perirenal fluid collections: 11-year experience
  • Christoph G. Trumm
  • Caroline Burgard
  • Constanze Deger
  • Robert Stahl
  • Robert Forbrig
  • Melvin D'Anastasi
Diagn Interv Radiol 2021; 27: 378-385 DOI: 10.5152/dir.2021.20068
Nephrotoxicity of gadolinium-based contrast in the setting of renal artery intervention: retrospective analysis with 10-year follow-up
  • Edwin A. Takahashi
  • David F. Kallmes
  • Kristin C. Mara
  • William S. Harmsen
  • Sanjay Misra
Diagn Interv Radiol 2018; 24: 378-384 DOI: 10.5152/dir.2018.18172
Transcatheter arterial embolization for traumatic mesenteric bleeding: a 15-year, single-center experience
  • Jong Soo Shin
  • Ji Hoon Shin
  • Heung-Kyu Ko
  • Jong Woo Kim
  • Hyun-Ki Yoon
Diagn Interv Radiol 2016; 22: 385-389 DOI: 10.5152/dir.2016.15413
MRI-guided focal laser ablation of prostate cancer: a prospective single-arm, single-center trial with 3 years of follow-up
  • Sherif Mehralivand
  • Arvin K. George
  • Anthony N. Hoang
  • Soroush Rais-Bahrami
  • Ardeshir R. Rastinehad
  • Amir H. Lebastchi
  • Michael Ahdoot
  • Mohummad Minhaj Siddiqui
  • Jonathan Bloom
  • Abhinav Sidana
  • Maria J. Merino
  • Peter L. Choyke
  • Joanna H. Shih
  • Baris Turkbey
  • Bradford J. Wood
  • Peter A. Pinto
Diagn Interv Radiol 2021; 27: 394-400 DOI: 10.5152/dir.2021.20095
CT-guided core needle biopsy of the lung in patients with primary malignancy suspected of lung metastasis: 5-year experience from a single institution
  • Jianbin Zhu
  • Xianlong Wang
  • Yaoming Qu
  • Zhibo Wen
Diagn Interv Radiol 2021; 27: 534-541 DOI: 10.5152/dir.2021.20042
Early clinical improvement in chronic venous insufficiency symptoms after laser ablation of saphenous veins
  • Uğur Özkan,
  • Çağla Sarıtürk
Diagn Interv Radiol 2012; 18: 594-598 DOI: 10.4261/1305-3825.DIR.5917-12.1
Flow-diverter treatment for renal artery aneurysms: One-year follow-up of a multicentric preliminary experience
  • Vittorio Semeraro
  • Roberto Arpesani
  • Giuseppina della Malva
  • Fulvio Gasparrini
  • Sofia Vidali
  • Maria Porzia Ganimede
  • Antonio Marrazzo
  • Francesco Rosella
  • Francesco Biraschi
  • Roberto Gandini
  • Nicola Burdi
  • Carmine Di Stasi
Diagn Interv Radiol 2022; 28: 609-615 DOI: 10.5152/dir.2022.211015

Abdominal Imaging - Original Article

Comparison of semi-automatic and deep learning-based automatic methods for liver segmentation in living liver transplant donors
  • A. Emre Kavur
  • Naciye Sinem Gezer
  • Mustafa Barış
  • Yusuf Şahin
  • Savaş Özkan
  • Bora Baydar
  • Ulaş Yüksel
  • Çağlar Kılıkçıer
  • Şahin Olut
  • Gözde Bozdağı Akar
  • Gözde Ünal
  • Oğuz Dicle
  • M. Alper Selver
Diagn Interv Radiol 2020; 26: 11-21 DOI: 10.5152/dir.2019.19025
Comparison of biexponential and monoexponential DWI in evaluation of Fuhrman grading of clear cell renal cell carcinoma
  • Lijuan Shen
  • Liangping Zhou
  • Xiaohang Liu
  • Xiaoqun Yang
Diagn Interv Radiol 2017; 23: 100-105 DOI: 10.5152/dir.2016.15519
Four-phase computed tomography helps differentiation of renal oncocytoma with central hypodense areas from clear cell renal cell carcinoma
  • Jian-Yi Qu
  • Hong Jiang
  • Xin-Hong Song
  • Jin-Kun Wu
  • Heng Ma
Diagn Interv Radiol 2023; 29: 205-211 DOI: 10.5152/dir.2022.21834 PMID:36960636
Clear cell renal cell carcinoma and papillary renal cell carcinoma: differentiation of distinct histological types with multiphase CT
  • Pal Bata
  • Janos Gyebnar
  • David Laszlo Tarnoki
  • Adam Domonkos Tarnoki
  • Dora Kekesi
  • Attila Szendroi
  • Bence Fejer
  • A. Marcell Szasz
  • Peter Nyirady
  • Kinga Karlinger
  • Viktor Berczi
Diagn Interv Radiol 2013; 19: 387-392 DOI: 10.5152/dir.2013.13068
CT and clinical features for distinguishing endophytic clear cell renal cell carcinoma from urothelial carcinoma
  • Xin Chen
  • Yidi Chen
  • Yiwu Leia
  • Fuling Huanga
  • Cheng Tanga
  • Liling Longa
Diagn Interv Radiol 2022; 28: 410-417 DOI: 10.5152/dir.2022.211248
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
LAVA HyperSense and deep-learning reconstruction for near-isotropic (3D) enhanced magnetic resonance enterography in patients with Crohn’s disease: utility in noise reduction and image quality improvement
  • Jung Hee Son
  • Yedaun Lee
  • Ho-Joon Lee
  • Joonsung Lee
  • Hyunwoong Kim
  • Marc R. Lebel
Diagn Interv Radiol 2023; 29: 437-449 DOI: 10.4274/dir.2023.232113 PMID:37098650
Comparison of quantitative volumetric analysis and linear measurement for predicting the survival of Barcelona Clinic Liver Cancer 0- and A stage hepatocellular carcinoma after radiofrequency ablation
  • Siwei Yang
  • Zhiyuan Zhang
  • Tianhao Su
  • Qiyang Chen
  • Haochen Wang
  • Long Jin
Diagn Interv Radiol 2023; 29: 450-459 DOI: 10.4274/dir.2023.222055 PMID:37154818
Tubular gastric adenocarcinoma: machine learning-based CT texture analysis for predicting lymphovascular and perineural invasion
  • Aytül Hande Yardımcı
  • Burak Koçak
  • Ceyda Turan Bektaş
  • İpek Sel
  • Enver Yarıkkaya
  • Nevra Dursun
  • Hasan Bektaş
  • Çiğdem Usul Afşar
  • Rıza Umar Gürsu
  • Özgür Kılıçkesmez
Diagn Interv Radiol 2020; 26: 515-522 DOI: 10.5152/dir.2020.19507
Use of specific contrast-enhanced CT regions of interest to differentiate renal oncocytomas from small clear cell and chromophobe renal cell carcinomas
  • Jian-Yİ Qu
  • Hong Jiang
  • Xiao-Fei Wang
  • Xin-Hong Song
  • Cui-Juan Hao
Diagn Interv Radiol 2022; 28: 555-562 DOI: 10.5152/dir.2022.2111504

Artificial Intelligence and Informatics - Review

Artificial intelligence in diagnostic ultrasonography
  • Oğuz Dicle
Diagn Interv Radiol 2023; 29: 40-45 DOI: 10.4274/dir.2022.211260 PMID:36959754
Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions
  • Tugba Akinci D’Antonoli
  • Arnaldo Stanzione
  • Christian Bluethgen
  • Federica Vernuccio
  • Lorenzo Ugga
  • Michail E. Klontzas
  • Renato Cuocolo
  • Roberto Cannella
  • Burak Koçak
Diagn Interv Radiol 2024; 30: 80-90 DOI: 10.4274/dir.2023.232417 PMID:37789676
Educating the next generation of radiologists: a comparative report of ChatGPT and e-learning resources
  • İsmail Meşe
  • Ceylan Altıntaş Taşlıçay
  • Beyza Nur Kuzan
  • Taha Yusuf Kuzan
  • Ali Kemal Sivrioğlu
Diagn Interv Radiol 2024; 30: 163-174 DOI: 10.4274/dir.2023.232496 PMID:38145370
Key concepts, common pitfalls, and best practices in artificial intelligence and machine learning: focus on radiomics
  • Burak Koçak
Diagn Interv Radiol 2022; 28: 450-462 DOI: 10.5152/dir.2022.211297

Cardiovascular Imaging - Original Article

Model-based iterative reconstruction for 320-detector row CT angiography reduces radiation exposure in infants with complex congenital heart disease
  • Yuzo Yamasaki
  • Takeshi Kamitani
  • Koji Sagiyama
  • Yuko Matsuura
  • Tomoyuki Hida
  • Hazumu Nagata
Diagn Interv Radiol 2021; 27: 42-49 DOI: 10.5152/dir.2020.19633
Anatomic variations and anomalies of the coronary arteries: 64-slice CT angiographic appearance
  • Pınar Koşar
  • Elif Ergun
  • Cansu Öztürk
  • Uğur Koşar
Diagn Interv Radiol 2009; 15: 275-283 DOI: 10.4261/1305-3825.DIR.2550-09.1
Anatomic variations and anomalies of the coronary arteries: 64-slice CT angiographic appearance
  • Pınar Koşar
  • Elif Ergun
  • Cansu Öztürk
  • Uğur Koşar
Diagn Interv Radiol 2009; 15: 275-283 DOI: 10.4261/1305-3825.DIR.2550-09.1
Liver stiffness value obtained by point shear-wave elastography is significantly related with atrial septal defect size
  • Mehmet Küçükosmanoğlu
  • Ayşe Selcan Koç
  • Hilmi Erdem Sümbül
  • Hasan Koca
  • Burçak Çakır Pekoz
  • Mevlüt Koç
Diagn Interv Radiol 2020; 26: 284-291 DOI: 10.5152/dir.2019.19287
Clinical value of abnormal MRI findings in patients with unilateral sudden sensorineural hearing loss
  • Xiaohong Min
  • Hua Gu
  • Yi Zhang
  • Kun Li
  • Zhenyu Pan
  • Tao Jiang
Diagn Interv Radiol 2020; 26: 429-436 DOI: 10.5152/dir.2020.19229
Denoising using deep-learning-based reconstruction for whole-heart coronary MRA with sub-millimeter isotropic resolution at 3 T: a volunteer study
  • Toshiya Kariyasu
  • Haruhiko Machida
  • Sanae Takahashi
  • Keita Fukushima
  • Tatsuya Yoshioka
  • Kenichi Yokoyama
Diagn Interv Radiol 2022; 28: 470-477 DOI: 10.5152/dir.2022.21291
Single-center experience with routine clinical use of 3D technologies in surgical planning for pediatric patients with complex congenital heart disease
  • Okan Yıldız
  • Banu Köse
  • İ. Cansaran Tanıdır
  • Kerem Pekkan
  • Alper Güzeltaş
  • Sertaç Haydin
Diagn Interv Radiol 2021; 27: 488-496 DOI: 10.5152/dir.2021.20163
Efficacy of ivabradin to reduce heart rate prior to coronary CT angiography: comparison with beta-blocker
  • Ümmügülsüm Bayraktutan
  • Mecit Kantarcı
  • Fuat Gündoğdu
  • Selami Demirelli
  • İhsan Yüce
  • Hayri Oğul
  • Cihan Duran
  • Hakan Taş
  • Ziya Şimşek
  • Nevzat Karabulut
Diagn Interv Radiol 2012; 18: 537-541 DOI: 10.4261/1305-3825.DIR.5981-12.1
Cardiac CT angiography after percutaneous left atrial appendage closure: early versus delayed scanning after contrast administration
  • Thomas S. Gilhofer
  • Waleed Abdellatif
  • Savvas Nicolaou
  • Sabeena Jalal
  • Jennifer Powell
  • Taku Inohara
  • Andrew Starovoytov
  • Jacqueline Saw
Diagn Interv Radiol 2021; 27: 703-709 DOI: 10.5152/dir.2021.20349