Generative AI and foundation models in medical image

Authors: Masahiro Oda

Content type: Review Article

Open access

Published: 06 October 2025 Pages: 937 – 948

https://rdcu.be/eSocq

 

GAN-MRI enhanced multi-organ MRI segmentation: a deep learning perspective

Authors: Arvind Channarayapatna SrinivasaSeema S. BhatK. N. Bhanu Prakash

Content type: Research Article

Published: 08 August 2025 Pages: 949 – 971

https://rdcu.be/eSocu

 

Practical signal-to-noise ratio mapping using single clinical MR images

Authors: Shinya KojimaShuntaro HiguchiHaruhiko Machida

Content type: Research Article

Published: 30 July 2025 Pages: 972 – 987

https://rdcu.be/eSocv

 

Integrating MRI radiomics with novel fluid-based texture features (GLFZM) to predict atherothrombotic stroke risk

Authors: Tatsuaki KobayashiSatoru KawaiMasami Goto

Content type: Research Article

Published: 29 July 2025 Pages: 988 – 1000

https://rdcu.be/eSocw

 

Automatic segmentation of cone beam CT images using treatment planning CT images in patients with prostate cancer

Authors: Yoshiki TakayamaNoriyuki KadoyaKeiichi Jingu

Content type: Research Article

Published: 14 August 2025 Pages: 1001 – 1013

https://rdcu.be/eSocx

A novel hybrid convolutional and recurrent neural network model for automatic pituitary adenoma classification using dynamic contrast-enhanced MRI

Authors: Milad MotamedMostafa BastamDaryoush Shahbazi-Gahrouei

Content type: Research Article

Published: 14 August 2025 Pages: 1014 – 1024

https://rdcu.be/eSocy

 

The comparison of MRI and CT protocol examination times for mechanical thrombectomy in acute ischemic stroke

Authors: Akai TsudaDaisuke OuraRiku Ihara

Content type: Research Article

Published: 07 August 2025 Pages: 1025 – 1032

https://rdcu.be/eSocA

 

Improved denoising scheme using three-dimensional multi-zone convolutional neural filters in dedicated breast positron emission tomography images

Authors: Masahiro TsukijimaAtsushi TeramotoHiroshi Fujita

Content type: Research Article

Published: 15 September 2025 Pages: 1033 – 1042

https://rdcu.be/eSocB

 

Temporal image compression in cardiac computed tomography: impact of temporal super resolution and noise reduction for assessing left ventricular function

Authors: Masatoshi KondoYuzo YamasakiKousei Ishigami

Content type: Research Article

Published: 16 August 2025 Pages: 1043 – 1054

https://rdcu.be/eSocC

 

Impact of dynamic jaw width adjustment in tomotherapy on hippocampus sparing and treatment efficiency in whole-brain radiotherapy

Authors: DipeshSupratik SenMunish Gairola

Content type: Research Article

Published: 18 August 2025 Pages: 1055 – 1063

https://rdcu.be/eSocD

 

Thyroid radiation dose reduction with the use of thyroid shields during CT brain studies

Authors: Vimukthi GunathilakaMenaka SampathMihiri Chami Wettasinghe

Content type: Research Article

Published: 22 August 2025 Pages: 1064 – 1071

https://rdcu.be/eSocD

 

Dosimetric impact of material misassignment in linear Boltzmann transport equation-based external beam radiotherapy dose calculation

Authors: Perumal MuruganRavikumar ManickamAbishake Murali

Content type: Research Article

Published: 23 August 2025 Pages: 1072 – 1086

https://rdcu.be/eSocF

 

Standardization of image quality in dynamic chest radiography: a determination procedure of individualized exposure settings based on the data from plain chest radiography

Authors: Hiroaki TsutsumiKazuki TakegamiKazuto Matsunaga

Content type: Research Article

Published: 27 August 2025 Pages: 1087 – 1095

https://rdcu.be/eSocI

 

Understanding nonlinearity in statistical image reconstruction for nuclear medicine

Authors: Hiroyuki Shinohara

Content type: Research Article

Published: 28 August 2025 Pages: 1096 – 1117

https://rdcu.be/eSocJ

 

Influence of the number of images on threshold image contrast measurements with a phantom with gold disks in digital mammography

Authors: Michał BiegałaAgata Batolik

Content type: Research Article

Open access

Published: 02 September 2025 Pages: 1118 – 1126

https://rdcu.be/eSocK

 

Comparative dosimetric analysis of base dose and gradient-based optimization in overlapping regions of extended target volumes using an anthropomorphic phantom

Authors: DipeshRaj Pal SinghManindra Bhushan

Content type: Research Article

Published: 06 September 2025 Pages: 1127 – 1142

https://rdcu.be/eSocM

 

Margin for compensating displacement of adrenal gland metastasis and fiducial marker along with respiratory phase in real-time motion-tracking radiation therapy

Authors: Yuki AoyamaTetsuya TomidaHideyuki Harada

Content type: Research Article

Published: 05 September 2025 Pages: 1143 – 1151

https://rdcu.be/eSocN

 

Evaluation of absorbed dose to brain in patients undergoing head and neck helical CT based on AAPM report 293

Authors: M. S. ShehuN. N. GarbaA. Muhammad

Content type: Research Article

Published: 17 September 2025 Pages: 1152 – 1163

https://rdcu.be/eSocO

 

Measurement of shrinking immobilizing sheets for radiotherapy using a near-infrared camera

Authors: Akito S. KoganezawaTakuya WadaTeiji Nishio

Content type: Research Article

Published: 18 September 2025 Pages: 1164 – 1175

https://rdcu.be/eSocQ

 

Investigation of optimal settings for deviceless respiratory synchronization in PET/CT examinations: effects of different reconstructions on image quality

Authors: Naoto MoriKunihiro IwataAtsutaka Okizaki

Content type: Research Article

Published: 26 September 2025 Pages: 1176 – 1191

https://rdcu.be/eSocS

 

Dose reduction in radiotherapy treatment planning CT via deep learning-based reconstruction: a single‑institution study

Authors: Keisuke YasuiYuri KasugaiNaoki Hayashi

Content type: Research Article

Published: 24 September 2025 Pages: 1192 – 1198

https://rdcu.be/eSocU

 

Development of a patient-specific cone-beam computed tomography dose optimization model using machine learning in image-guided radiation therapy

Authors: Shuta Miura

Content type: Research Article

Published: 22 September 2025 Pages: 1199 – 1210

https://rdcu.be/eSocV

 

Estimation of organ and effective doses for rotational cerebral angiography using the National Cancer Institute Dosimetry System for Radiography and Fluoroscopy (NCIRF)

Authors: Hitoshi MiyazakiToshioh FujibuchiKoji Yamashita

Content type: Research Article

Published: 26 September 2025 Pages: 1211 – 1220

https://rdcu.be/eSocW

 

Efficient knowledge-based planning model construction in institutions with limited cases using plan quality metrics

Authors: Yusuke SuzukiMotoharu SasakiHitoshi Ikushima

Content type: Research Article

Published: 29 September 2025 Pages: 1221 – 1230

https://rdcu.be/eSocX

 

The effect of pediatric chest CT examinations on lens exposure: a Monte Carlo simulation study

Authors: Takanori MasudaYasushi KatsunumaKazuo Awai

Content type: Research Article

Published: 29 September 2025 Pages: 1231 – 1238

https://rdcu.be/eSocY

 

Evaluation of the reproducibility of automatic exposure control systems in general X-ray machines using a coin-based method

Authors: Thunyarat ChusinRatima WongchaiKingkarn Aphiwatthanasumet

Content type: Research Article

Published: 02 October 2025 Pages: 1239 – 1246

https://rdcu.be/eSoc0

 

Comparative evaluation of quantitative analysis using two phantom-based software programs for 18F-FDG-PET/CT

Authors: Kosuke YamashitaKazuki MotegiTakashi Terauchi

Content type: Research Article

Published: 09 October 2025 Pages: 1247 – 1257

https://rdcu.be/eSoc2

 

Quantitative evaluation of entrance skin dose from kV imaging in respiratory motion-tracking radiotherapy

Authors: Yosuke MiyauchiShogo TsunemineHideyuki Harada

Content type: Research Article

Published: 11 October 2025 Pages: 1258 – 1266

https://rdcu.be/eSoc3

 

Classification of liver lesions based on temporal changes in hepatobiliary phase contrast on magnetic resonance imaging: a preliminary study

Authors: Yasuo TakatsuMasafumi NakamuraSatoshi Kobayashi

Content type: Technical Note

Published: 05 September 2025 Pages: 1267 – 1282

https://rdcu.be/eSoc4

 

Temporal changes in sucrose phantoms for magnetic resonance imaging: effects of preparation temperatures

Authors: Yasuo TakatsuAkiyoshi IwaseTosiaki Miyati

Content type: Technical Note

Published: 29 July 2025 Pages: 1283 – 1293

https://rdcu.be/eSoc5

 

Effect of posture on renal volume: evaluation using multi-posture MRI

Authors: Seiya NakagawaTosiaki MiyatiSatoshi Kobayashi

Content type: Technical Note

Published: 18 August 2025 Pages: 1294 – 1301

https://rdcu.be/eSoc6

 

Simultaneous retrospective estimation of radiation dose and elapsed time by electron paramagnetic resonance spectroscopy of di-sodium tartrate

Authors: Ahmed M. Maghraby

Content type: Technical Note

Published: 02 September 2025 Pages: 1302 – 1307

https://rdcu.be/eSoc7

 

Evaluation of the usefulness of the masking on un-smoothed image method in 201Tl myocardial perfusion SPECT

Authors: Ryuichi MiyajimaRyo UenoMasahiro Sonoda

Content type: Technical Note

Published: 10 September 2025 Pages: 1308 – 1313

https://rdcu.be/eSoc8

 

Performance evaluation of a high-ratio anti-scatter grid with aluminum interspace for digital radiography image quality

Authors: Tomoya NohechiKatsuhiro IchikawaDaisuke Suehara

Content type: Technical Note

Published: 26 September 2025 Pages: 1314 – 1320

https://rdcu.be/eSoc9

 

Validity of a simple spillover correction for positron emission tomography measurements in the cerebrospinal fluid region

Authors: Emi HayashiShin HibinoMitsuhito Mase

Content type: Technical Note

Open access

Published: 02 October 2025 Pages: 1321 – 1329

https://rdcu.be/eSodb

 

Correction: Investigation of optimal settings for deviceless respiratory synchronization in PET/CT examinations: effects of different reconstructions on image quality

Authors: Naoto MoriKunihiro IwataAtsutaka Okizaki

Content type: Correction

Published: 23 October 2025 Pages: 1330 – 1330

https://rdcu.be/eSodc

 

Acknowledgment

Content type: Acknowledgment

Published: 10 November 2025 Pages: 1331 – 1333

https://rdcu.be/eSodd