HIMSS-SIIM Enterprise Imaging Community White Papers: Reflections and Future Directions Christopher J. RothCheryl PetersilgeElizabeth A. Krupinski OriginalPaper Open access 09 February 2024 Pages: 429 - 443
Automatic Urinary Stone Detection System for Abdominal Non-Enhanced CT Images Reduces the Burden on Radiologists Zhaoyu XingZuhui ZhuJiule Ding OriginalPaper 10 January 2024 Pages: 444 - 454
An Automatic Framework for Nasal Esthetic Assessment by ResNet Convolutional Neural Network Maryam AshooriReza A. ZoroofiMohammad Sadeghi OriginalPaper Open access 29 January 2024 Pages: 455 - 470
Personalized Impression Generation for PET Reports Using Large Language Models Xin TieMuheon ShinTyler J. Bradshaw OriginalPaper 02 February 2024 Pages: 471 - 488
Improving the Reliability of Peer Review Without a Gold Standard Tarmo ÄijöDaniel ElgortRon Vianu OriginalPaper Open access 05 February 2024 Pages: 489 - 503
Patterns of Access to Radiology Reports and Images Through a Patient Portal Jason WangJulia E. GoldbergAnkur Doshi OriginalPaper 05 February 2024 Pages: 504 - 509
An MRI-Based Deep Transfer Learning Radiomics Nomogram to Predict Ki-67 Proliferation Index of Meningioma Chongfeng DuanDapeng HaoXuejun Liu OriginalPaper 10 January 2024 Pages: 510 - 519
CT-Based Intratumoral and Peritumoral Radiomics Nomograms for the Preoperative Prediction of Spread Through Air Spaces in Clinical Stage IA Non-small Cell Lung Cancer Yun WangDeng LyuShiyuan Liu OriginalPaper Open access 10 January 2024 Pages: 520 - 535
Robustness of Deep Networks for Mammography: Replication Across Public Datasets Osvaldo M. VelardeClarissa LinLucas C. Parra OriginalPaper Open access 10 January 2024 Pages: 536 - 546
SAA-SDM: Neural Networks Faster Learned to Segment Organ Images Chao GaoYongtao ShiBangjun Lei OriginalPaper 10 January 2024 Pages: 547 - 562
Automated Quantification of Total Cerebral Blood Flow from Phase-Contrast MRI and Deep Learning Jinwon KimHyebin LeeHyunyeol Lee OriginalPaper 10 January 2024 Pages: 563 - 574
Reliable Delineation of Clinical Target Volumes for Cervical Cancer Radiotherapy on CT/MR Dual-Modality Images Ying SunYuening WangHanzi Xu OriginalPaper 10 January 2024 Pages: 575 - 588
Deep Learning–based Diagnosis of Pulmonary Tuberculosis on Chest X-ray in the Emergency Department: A Retrospective Study Chih-Hung WangWeishan ChangChien-Hua Huang OriginalPaper Open access 10 January 2024 Pages: 589 - 600
Fully Automated Measurement of the Insall-Salvati Ratio with Artificial Intelligence J. AdlebergC. L. BenitezJ. Ngeow OriginalPaper 10 January 2024 Pages: 601 - 610
Machine Learning Supported the Modified Gustafson’s Criteria for Dental Age Estimation in Southwest China Xinhua DaiAnjie LiuFei Fan OriginalPaper 10 January 2024 Pages: 611 - 619
Using the Textual Content of Radiological Reports to Detect Emerging Diseases: A Proof-of-Concept Study of COVID-19 Amandine CrombéJean-Christophe LecomteGuillaume Gorincour OriginalPaper Open access 12 January 2024 Pages: 620 - 632
Development of Local Software for Automatic Measurement of Geometric Parameters in the Proximal Femur Using a Combination of a Deep Learning Approach and an Active Shape Model on X-ray Images Hamid AlaviMehdi SeifiMasoud Arabfard OriginalPaper 12 January 2024 Pages: 633 - 652
MRI-Based Machine Learning Fusion Models to Distinguish Encephalitis and Gliomas Fei ZhengPing YinNan Hong OriginalPaper Open access 12 January 2024 Pages: 653 - 665
Identifying Leukoaraiosis with Mild Cognitive Impairment by Fusing Multiple MRI Morphological Metrics and Ensemble Machine Learning Yifeng YangYing HuShengdong Nie Original Paper 12 January 2024 Pages: 666 - 678
Development and Validation of a 3D Resnet Model for Prediction of Lymph Node Metastasis in Head and Neck Cancer Patients Yi-Hui LinChieh-Ting LinWeir-Chiang You OriginalPaper Open access 16 January 2024 Pages: 679 - 687
Lightweight Attentive Graph Neural Network with Conditional Random Field for Diagnosis of Anterior Cruciate Ligament Tear Jiaoju WangJiewen LuoJinshen He OriginalPaper 16 January 2024 Pages: 688 - 705
Detecting Avascular Necrosis of the Lunate from Radiographs Using a Deep-Learning Model Krista WernérTurkka AnttilaJorma Ryhänen OriginalPaper Open access 16 January 2024 Pages: 706 - 714
Evaluation of Mucosal Healing in Crohn’s Disease: Radiomics Models of Intestinal Wall and Mesenteric Fat Based on Dual-Energy CT Chao ZhuChang RongXingwang Wu OriginalPaper 01 February 2024 Pages: 715 - 724
Multi-Class Deep Learning Model for Detecting Pediatric Distal Forearm Fractures Based on the AO/OTA Classification Le Nguyen BinhNguyen Thanh NhuJiunn-Horng Kang OriginalPaper 02 February 2024 Pages: 725 - 733
Development and Validation of Deep Learning-Based Automated Detection of Cervical Lymphadenopathy in Patients with Lymphoma for Treatment Response Assessment: A Bi-institutional Feasibility Study Yoonho NamSu-Youn KimYangsean Choi OriginalPaper 05 February 2024 Pages: 734 - 743
Enhancing YOLO5 for the Assessment of Irregular Pelvic Radiographs with Multimodal Information Jing ChenXiaoyou FanJinghui Yao OriginalPaper 05 February 2024 Pages: 744 - 755
Deep Learning-Assisted Diffusion Tensor Imaging for Evaluation of the Physis and Metaphysis Phuong T. DuongLaura SantosDiego Jaramillo OriginalPaper 06 February 2024 Pages: 756 - 765
Diagnostic Performance of Artificial Intelligence in Detection of Primary Malignant Bone Tumors: a Meta-Analysis Mohammad Amin SalehiSoheil MohammadiJim S. Wu ReviewPaper 12 January 2024 Pages: 766 - 777
Enhancing Disease Classification with Deep Learning: a Two-Stage Optimization Approach for Monkeypox and Similar Skin Lesion Diseases Serkan Savaş OriginalPaper 12 January 2024 Pages: 778 - 800
Region-Based Semi-Two-Stream Convolutional Neural Networks for Pressure Ulcer Recognition Cemil ZalluhoğluDoğan AkdoğanEbru Akçapınar Sezer OriginalPaper 12 January 2024 Pages: 801 - 813
Horse Herd Optimization with Gate Recurrent Unit for an Automatic Classification of Different Facial Skin Disease E. AnbalaganS. Malathi OriginalPaper 12 January 2024 Pages: 814 - 830
A Multi-center Dental Panoramic Radiography Image Dataset for Impacted Teeth, Periodontitis, and Dental Caries: Benchmarking Segmentation and Classification Tasks Xiang LiXuan MaZhongwei Zhou Original Paper 06 February 2024 Pages: 831 - 841
PET KinetiX—A Software Solution for PET Parametric Imaging at the Whole Field of View Level Florent L. BessonSylvain Faure BriefCommunication 10 January 2024 Pages: 842 - 850
Polyp Segmentation Using a Hybrid Vision Transformer and a Hybrid Loss Function Evgin Goceri OriginalPaper 12 January 2024 Pages: 851 - 863
Multiple Kernel Synthesis of Head CT Using a Task-Based Loss Function Brandon J. NelsonDaniel G. Gomez-CardonaAndrew D. Missert OriginalPaper Open access 12 January 2024 Pages: 864 - 872
Signal Intensity Trajectories Clustering for Liver Vasculature Segmentation and Labeling (LiVaS) on Contrast-Enhanced MR Images: A Feasibility Pilot Study Mladen ZecevicKyle A. HasenstabGuilherme Moura Cunha Original Paper 06 February 2024 Pages: 873 - 883
Automatic 3D Segmentation and Identification of Anomalous Aortic Origin of the Coronary Arteries Combining Multi-view 2D Convolutional Neural Networks Ariel Fernando PascanerAntonio RosatoMichele Conti OriginalPaper Open access 17 January 2024 Pages: 884 - 891
Evaluation of Spectral X-Ray Imaging for Panoramic Dental Images Based on a Simulation Framework Daniel BertheAnna KolbFranz Pfeiffer OriginalPaper Open access 12 January 2024 Pages: 892 - 898
Development of Medical Imaging Data Standardization for Imaging-Based Observational Research: OMOP Common Data Model Extension Woo Yeon ParkKyulee JeonPaul Nagy OriginalPaper Open access 05 February 2024 Pages: 899 - 908
Certified Imaging Informatics Professionals (CIIP) Demonstrate Value to the Healthcare Industry and Focus on Quality Through the ABII 10-Year Requirements Practice Option Ameena ElahiNikki FennellLiana Watson OriginalPaper 10 January 2024 Pages: 909 - 914
