Polish Journal of Radiology (PJR), established in 1926 by Prof. Zygmunt Grudziński is the official Polish Medical Society of Radiology magazine.

Polish Journal of Radiology is an international, peer-reviewed scientific journal that publishes first and foremost, original articles in the field of diagnostic imaging and related bio-medical disciplines such as epidemiology, public health, and medical technology. Polish Journal of Radiology is issued on a continuous basis as a primary electronic journal.

Editor-in-Chief: Zbigniew Serafin

1.6

2.3

CiteScore 2024

MNiSW

0.26

JCI

Current issue

1/2026 vol. 91

Gastrointestinal and abdominal radiology

GASTROINTESTINAL AND ABDOMINAL RADIOLOGY / ORIGINAL PAPER

Figure from article: Chronic liver disease...

Chronic liver disease detection using deep convolutional neural networks with MRI data: a deep learning approach

Elif Zoroğlu Altinkaya, Emre Altinkaya, Emre Emekli, Elif Gündoğdu

Pol J Radiol, 2026; 91(1): 1-10

DOI: https://doi.org/10.5114/pjr/210254

Abstract

Current issue

Chronic liver disease detection using deep convolutional neural networks with MRI data: a deep learning approach

Distribution, extent, and calculated age of initiation of coronary artery calcification

Impact of breast implant presence and type on mean glandular dose calculations

Prognostic value of collateral scoring systems for hemorrhagic transformation after endovascular treatment in acute ischemic stroke

Volumetric differences in the brain in children with hypoxic-ischemic encephalopathy after therapeutic hypothermia: a review of MRI findings

Comments on data balance, test-set accounting, and thresholded reporting in an adaptive convolution neural network model for tuberculosis detection and diagnosis using semantic segmentation

An automated tuberculosis detection approach using deep learning and machine learning techniques from chest X-ray images: a step towards effective diagnosis

On patient-level splitting, contrast-free claims and unsupported comparators in “Machine learning-based classification of multiple sclerosis lesion activity using multi-sequence MRI radiomics”

Magnetic Resonance Imaging in Parkinson’s Disease: From Routine Imaging to Molecular Biomarkers – An update for Radiologists

In-bore MRI-guided prostate biopsy: current evidence, clinical applications, and future directions

Interpretable Hybrid Deep Learning Model for Parkinson’s Disease Screening from Hand-Sketch Spiral and Waveform Images

Multiphase CT-derived markers for the characterization of large solid and cystic renal masses by histology and grade

CT-based texture analysis for preoperative prediction of key histopathological features in laryngeal cancer

Intravoxel incoherent motion diffusion-weighted imaging in the staging of rectal non-mucinous adenocarcinoma

The role of AI assistance in the evaluation of unenhanced chest CT scans in an emergency setting

Factors associated with false-negative Kaiser score results in breast magnetic resonance imaging

Quantitative myocardial hypoperfusion on coronary CTA: correlation with left atrial and left ventricular functional parameters

Secondary signs combined with renal pelvis urine density on preoperative CT as a predictor of infection following ureteroscopic lithotripsy with chronic kidney disease

Diagnostic and prognostic value of coronary artery calcium scoring and computed tomography angiography in coronary artery disease: a systematic review and meta-analysis

An observational study of contrast-enhanced ultrasound in diagnosing malignant breast masses

Quantitative assessment of thoracic morphometry in interstitial lung diseases: a CT-based comparison of nonspecific interstitial pneumonia, usual interstitial pneumonia, and healthy control

Deterministic or probabilistic tractography? Choosing the appropriate approach in clinical neurosurgery and neuroradiology practice

Differentiation of cervical cancer subtypes using machine learning models on MRI images

Interpretation of cardiac magnetic resonance imaging of left ventricular hypertrophy: a practical guide

Anomalous aortic origin of a coronary artery in 16,680 patients evaluated by cardiac computed tomography

Diagnostic performance of HyFoSy versus HSG for tubal patency: accuracy and agreement analysis

Renal resistive index and shear wave elastography in assessment of kidney function after allogeneic hematopoietic cell transplantation: a pilot prospective observational study

Anterior horn lateral meniscus tears on MRI: imaging features, demographics, and surgical correlation

Response to “On patient-level splitting, contrast-free claims and unsupported comparators in Machine learning-based classification of multiple sclerosis lesion activity using multi-sequence MRI radiomics”