Articles

1. Super-resolution Deep Learning Reconstruction Cervical Spine 1.5T MRI: Improved Interobserver Agreement in Evaluations of Neuroforaminal Stenosis Compared to Conventional Deep Learning Reconstruction

   • Koichiro Yasaka
   • Shunichi Uehara
   • Shigeru Kiryu

   Original Paper 26 April 2024

   

2. UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images

   • Yassine Oukdach
   • Anass Garbaz
   • Mouna Salihoun

   OriginalPaper 26 April 2024

   

3. A Semi-Supervised Learning Framework for Classifying Colorectal Neoplasia Based on the NICE Classification

   • Yu Wang
   • Haoxiang Ni
   • Rui Li

   OriginalPaper Open access 23 April 2024

   

4. Correlation Aware Relevance-Based Semantic Index for Clinical Big Data Repository

   • Priya Deshpande
   • Alexander Rasin

   OriginalPaper 23 April 2024

   

5. TriConvUNeXt: A Pure CNN-Based Lightweight Symmetrical Network for Biomedical Image Segmentation

   • Chao Ma
   • Yuan Gu
   • Ziyang Wang

   OriginalPaper 23 April 2024

   

6. Exploring Radiomics Features Based on H&E Images as Potential Biomarkers for Evaluating Muscle Atrophy: A Preliminary Study

   • Getao Du
   • Peng Zhang
   • Yonghua Zhan

   OriginalPaper 23 April 2024

   

7. An Intuitionistic Fuzzy C-Means and Local Information-Based DCT Filtering for Fast Brain MRI Segmentation

   • Chandan Singh
   • Sukhjeet Kaur Ranade
   • Anu Bala

   Original Paper 22 April 2024

   

8. Real-Time Optimal Synthetic Inversion Recovery Image Selection (RT-OSIRIS) for Deep Brain Stimulation Targeting

   • Vishal Patel
   • Shengzhen Tao
   • Erik H. Middlebrooks

   OriginalPaper 19 April 2024

   

9. Left Ventricular Segmentation, Warping, and Myocardial Registration for Automated Strain Measurement

   • Kuan-Chih Huang
   • Donna Shu-Han Lin
   • Lung-Chun Lin

   Original Paper Open access 19 April 2024

   

10. Multimodality Fusion Strategies in Eye Disease Diagnosis

    • Sara El-Ateif
    • Ali Idri

    OriginalPaper 19 April 2024

    

11. Synthetic Low-Energy Monochromatic Image Generation in Single-Energy Computed Tomography System Using a Transformer-Based Deep Learning Model

    • Yuhei Koike
    • Shingo Ohira
    • Noboru Tanigawa

    OriginalPaper 18 April 2024

    

12. The Classification of Lumbar Spondylolisthesis X-Ray Images Using Convolutional Neural Networks

    • Wutong Chen
    • Du Junsheng
    • Xinzhi Li

    OriginalPaper 18 April 2024

    

13. Comparison of Machine Learning Models Using Diffusion-Weighted Images for Pathological Grade of Intrahepatic Mass-Forming Cholangiocarcinoma

    • Li-Hong Xing
    • Shu-Ping Wang
    • Xiao-Ping Yin

    OriginalPaper 16 April 2024

    

14. Skin Cancer Image Segmentation Based on Midpoint Analysis Approach

    • Uzma Saghir
    • Shailendra Kumar Singh
    • Moin Hasan

    OriginalPaper 16 April 2024

    

15. A Novel Structure Fusion Attention Model to Detect Architectural Distortion on Mammography

    • Ting-Wei Ou
    • Tzu-Chieh Weng
    • Ruey-Feng Chang

    OriginalPaper 16 April 2024

    

16. An Automated Multi-scale Feature Fusion Network for Spine Fracture Segmentation Using Computed Tomography Images

    • Muhammad Usman Saeed
    • Wang Bin
    • Hussain Mobarak Albarakati

    OriginalPaper 15 April 2024

    

17. Study on Fine-Grained Visual Classification of Low-Resolution Urinary Erythrocyte

    • Qingbo Ji
    • Tingshuo Yin
    • Changbo Hou

    OriginalPaper 15 April 2024

    

18. Pure Vision Transformer (CT-ViT) with Noise2Neighbors Interpolation for Low-Dose CT Image Denoising

    • Luella Marcos
    • Paul Babyn
    • Javad Alirezaie

    OriginalPaper 15 April 2024

    

19. A Method for Efficient De-identification of DICOM Metadata and Burned-in Pixel Text

    • Jacob A. Macdonald
    • Katelyn R. Morgan
    • Mustafa R. Bashir

    Methods Paper 08 April 2024

    

20. A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images

    • Peilong Wang
    • Timothy L. Kline
    • Panagiotis Korfiatis

    OriginalPaper 08 April 2024

    

21. Automated Pulmonary Tuberculosis Severity Assessment on Chest X-rays

    • Karthik Kantipudi
    • Jingwen Gu
    • Ziv Yaniv

    OriginalPaper 08 April 2024

    

22. An Automated Deep Learning-Based Framework for Uptake Segmentation and Classification on PSMA PET/CT Imaging of Patients with Prostate Cancer

    • Yang Li
    • Maliha R. Imami
    • Harrison X. Bai

    Original Paper 08 April 2024

    

23. Cascade-EC Network: Recognition of Gastrointestinal Multiple Lesions Based on EfficientNet and CA_stm_Retinanet

    • Xudong Guo
    • Lei Xu
    • Qinfen Jiang

    OriginalPaper 08 April 2024

    

24. Fusing Diverse Decision Rules in 3D-Radiomics for Assisting Diagnosis of Lung Adenocarcinoma

    • He Ren
    • Qiubo Wang
    • Ping Li

    OriginalPaper Open access 02 April 2024

    

25. A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System

    • Mohammed A. H. Lubbad
    • Ikbal Leblebicioglu Kurtulus
    • Ishak Pacal

    OriginalPaper 02 April 2024

    

26. End-to-End Multi-task Learning Architecture for Brain Tumor Analysis with Uncertainty Estimation in MRI Images

    • Maria Nazir
    • Sadia Shakil
    • Khurram Khurshid

    OriginalPaper 02 April 2024

    

27. A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey

    • Sanaz Vahdati
    • Bardia Khosravi
    • Bradley J. Erickson

    OriginalPaper Open access 01 April 2024

    

28. Deep Convolutional Neural Network for Dedicated Regions-of-Interest Based Multi-Parameter Quantitative Ultrashort Echo Time (UTE) Magnetic Resonance Imaging of the Knee Joint

    • Xing Lu
    • Yajun Ma
    • Jiang Du

    OriginalPaper 28 March 2024

    

29. Expectations and Experiences Among Clinical Staff Regarding Implementation of Digital Pathology: A Qualitative Study at Two Departments of Pathology

    • Helene Koefoed-Nielsen
    • Kristian Kidholm
    • Minne L. N. Mikkelsen

    Original Paper Open access 28 March 2024

    

30. Image Quality Enhancement for Digital Breast Tomosynthesis: High-Density Object Artifact Reduction

    • Enxiang Shen
    • Caozhe Li
    • Paul Carson

    OriginalPaper 27 March 2024

    

31. DL-EDOF: Novel Multi-Focus Image Data Set and Deep Learning-Based Approach for More Accurate and Specimen-Free Extended Depth of Focus

    • Hulya Dogan
    • Ramazan Ozgur Dogan
    • Sena F. Sezen

    OriginalPaper 25 March 2024

    

32. Enhancing Lung Nodule Classification: A Novel CViEBi-CBGWO Approach with Integrated Image Preprocessing

    • Manikandan J
    • Jayashree K

    OriginalPaper 25 March 2024

    

33. Segmentation-Based Fusion of CT and MR Images

    • Pragya Gupta
    • Nishant Jain

    OriginalPaper 25 March 2024

    

34. Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction

    • Daniel D Kim
    • Rajat S Chandra
    • Harrison X Bai

    OriginalPaper 21 March 2024

    

35. Reading Room Interruptions are Less Disruptive When Using Asynchronous Communication Methods

    • Joseph H. Yacoub
    • Daniel A. Weitz
    • Raj M. Ratwani

    OriginalPaper 19 March 2024

    

36. Exploring the Low-Dose Limit for Focal Hepatic Lesion Detection with a Deep Learning-Based CT Reconstruction Algorithm: A Simulation Study on Patient Images

    • Yongchun You
    • Sihua Zhong
    • Zhenlin Li

    OriginalPaper 19 March 2024

    

37. Deep Learning Model for Prediction of Bronchopulmonary Dysplasia in Preterm Infants Using Chest Radiographs

    • Hao-Yang Chou
    • Yung-Chieh Lin
    • Yi-Shan Tsai

    OriginalPaper Open access 18 March 2024

    

38. Automated Detection of COVID-19 from Multimodal Imaging Data Using Optimized Convolutional Neural Network Model

    • S. Veluchamy
    • S. Sudharson
    • Sajjad Shaukat Jamal

    OriginalPaper 18 March 2024

    

39. Differential Diagnosis of Diabetic Foot Osteomyelitis and Charcot Neuropathic Osteoarthropathy with Deep Learning Methods

    • Maide Cakir
    • Gökalp Tulum
    • Hüseyin Canbolat

    OriginalPaper 15 March 2024

    

40. An AI-Based Low-Risk Lung Health Image Visualization Framework Using LR-ULDCT

    • Swati Rai
    • Jignesh S. Bhatt
    • Sarat Kumar Patra

    OriginalPaper 15 March 2024

    

41. An Exploratory Pilot Study on the Application of Radiofrequency Ablation for Atrial Fibrillation Guided by Computed Tomography-Based 3D Printing Technology

    • Jun-Yan Yue
    • Pei-Cheng Li
    • Jian-Bo Gao

    OriginalPaper 15 March 2024

    

42. Accuracy Analysis of 3D Bone Fracture Models: Effects of Computed Tomography (CT) Imaging and Image Segmentation

    • Martin Bittner-Frank
    • Andreas Strassl
    • Emir Benca

    OriginalPaper Open access 14 March 2024

    

43. Checklist for Reproducibility of Deep Learning in Medical Imaging

    • Mana Moassefi
    • Yashbir Singh
    • Shahriar Faghani

    Original Paper 14 March 2024

    

44. A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images

    • Rodrigo Escobar Díaz Guerrero
    • Lina Carvalho
    • José Luis Oliveira

    OriginalPaper Open access 14 March 2024

    

45. ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax

    • Zachary Huemann
    • Xin Tie
    • Tyler J. Bradshaw

    OriginalPaper 14 March 2024

    

46. Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features

    • Giulio Del Corso
    • Danila Germanese
    • Sabrina Molinaro

    OriginalPaper Open access 13 March 2024

    

47. GA-UNet: A Lightweight Ghost and Attention U-Net for Medical Image Segmentation

    • Bo Pang
    • Lianghong Chen
    • Yanmei Yu

    OriginalPaper 13 March 2024

    

48. CT-Based Evaluation of the Shape of the Diaphragm Using 3D Slicer

    • Olivier Taton
    • Alain Van Muylem
    • Pierre Alain Gevenois

    OriginalPaper 11 March 2024

    

49. Classification of Lung Diseases Using an Attention-Based Modified DenseNet Model

    • Upasana Chutia
    • Anand Shanker Tewari
    • Vikash Kumar Raj

    OriginalPaper 11 March 2024

    

50. Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images

    • Kuniki Imagawa
    • Kohei Shiomoto

    OriginalPaper Open access 08 March 2024