- Eva Klintström, Benjamin Klintström, Örjan Smedby, Rodrigo Moreno:
Automated region growing-based segmentation for trabecular bone structure in fresh-frozen human wrist specimens. BMC Medical Imaging 24(1): 101 (2024) - Sunil Kumar, Harish Kumar, Gyanendra Kumar, Shailendra Pratap Singh, Anchit Bijalwan, Manoj Diwakar:
A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review. BMC Medical Imaging 24(1): 30 (2024) - J. Satheesh Kumar, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani, P. Prabhavathy, K. Manikandan, Suresh Guluwadi:
Detection of Marchiafava Bignami disease using distinct deep learning techniques in medical diagnostics. BMC Medical Imaging 24(1): 100 (2024) - Vinod Kumar, Chander Prabha, Preeti Sharma, Nitin Mittal, Sameh S. Askar, Mohamed Abouhawwash:
Unified deep learning models for enhanced lung cancer prediction with ResNet-50-101 and EfficientNet-B3 using DICOM images. BMC Medical Imaging 24(1): 63 (2024) - Eun Ji Lee, Yeo Ju Kim, Sung Oh Song, Seunghun Lee, Jeongah Ryu, Nayeon Choi:
Comparison of the diagnostic performance of the Swischuk line method and the anterior atlantodental interval method in atlantodental subluxation. BMC Medical Imaging 24(1): 8 (2024) - Dikai Li:
Attention-enhanced architecture for improved pneumonia detection in chest X-ray images. BMC Medical Imaging 24(1): 6 (2024) - Na Li, Jia-Wei Li, Yu Qian, Ya-Jing Liu, Xiu-Zhu Qi, Ya-Ling Chen, Yi Gao, Cai Chang:
Axillary lymph node metastasis in pure mucinous carcinoma of breast: clinicopathologic and ultrasonographic features. BMC Medical Imaging 24(1): 108 (2024) - Wei Li, Jiaye Liu, Shanshan Wang, Chaolu Feng:
MTFN: multi-temporal feature fusing network with co-attention for DCE-MRI synthesis. BMC Medical Imaging 24(1): 47 (2024) - Jun Li, Lichen Ren, Hehe Guo, Haibo Yang, Jingjing Cui, Yonggao Zhang:
Radiomics-based discrimination of coronary chronic total occlusion and subtotal occlusion on coronary computed tomography angiography. BMC Medical Imaging 24(1): 84 (2024) - Na Li, Xin Zhang, Jin Gu, Ming Yang, Lina Chen, Jie Yu, Heshui Shi:
Quantitating myocardial fibrosis using extracellular extravascular volume determined from computed tomography myocardial perfusion imaging. BMC Medical Imaging 24(1): 40 (2024) - Yingying Liang, Fan Xu, Qiuju Mou, Zihua Wang, Chuyin Xiao, Tingwen Zhou, Nianru Zhang, Jing Yang, Hongzhen Wu:
A gadoxetic acid-enhanced MRI-based model using LI-RADS v2018 features for preoperatively predicting Ki-67 expression in hepatocellular carcinoma. BMC Medical Imaging 24(1): 27 (2024) - Jiachen Liu, Huan Wang, Xiuqi Shan, Lei Zhang, Shaoqian Cui, Zelin Shi, Yunpeng Liu, Yingdi Zhang, Lanbo Wang:
Hybrid transformer convolutional neural network-based radiomics models for osteoporosis screening in routine CT. BMC Medical Imaging 24(1): 62 (2024) - Zhiqiang Liu, Xiwei Zhang, Xiaohui Zhao, Qianqian Guo, Zhengjiang Li, Minghui Wei, Lijuan Niu, Changming An:
Combining radiomics with thyroid imaging reporting and data system to predict lateral cervical lymph node metastases in medullary thyroid cancer. BMC Medical Imaging 24(1): 64 (2024) - Weiping Lu, Xiaoyan Li, Wenwen Liang, Kai Chen, Xinyue Cao, Xiaowen Zhou, Ying Wang, Bingcang Huang:
Dynamic contrast-enhanced MR imaging in identifying active anal fistula after surgery. BMC Medical Imaging 24(1): 76 (2024) - Francesca De Luca, Annika Kits, Daniel Martin Muñoz, Åsa Aspelin, Ola Kvist, Yords Österman, Sandra Diaz Ruiz, Stefan Skare, Anna Falk Delgado:
Elective one-minute full brain multi-contrast MRI versus brain CT in pediatric patients: a prospective feasibility study. BMC Medical Imaging 24(1): 23 (2024) - Mohamed Musthafa M, T. R. Mahesh, Vinoth Kumar Venkatesan, Suresh Guluwadi:
Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50. BMC Medical Imaging 24(1): 107 (2024) - Andong Ma, Xinran Yan, Yaoming Qu, Haitao Wen, Xia Zou, Xinzi Liu, Mingjun Lu, Jianhua Mo, Zhibo Wen:
Amide proton transfer weighted and diffusion weighted imaging based radiomics classification algorithm for predicting 1p/19q co-deletion status in low grade gliomas. BMC Medical Imaging 24(1): 85 (2024) - B. Uma Maheswari, Dahlia Sam, Nitin Mittal, Abhishek Sharma, Sandeep Kaur, Sameh S. Askar, Mohamed Abouhawwash:
Explainable deep-neural-network supported scheme for tuberculosis detection from chest radiographs. BMC Medical Imaging 24(1): 32 (2024) - Jacqueline Matthew, Alena Uus, Leah De Souza, Robert Wright, Abi Fukami-Gartner, Gema Priego, Carlo Saija, Maria Deprez, Alexia Egloff Collado, Jana Hutter, Lisa Story, Christina Malamateniou, Kawal S. Rhode, Joseph V. Hajnal, Mary A. Rutherford:
Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models. BMC Medical Imaging 24(1): 52 (2024) - Donghua Meng, Zhen Wang, Changsen Bai, Zhaoxiang Ye, Zhipeng Gao:
Assessing the effect of scanning parameter on the size and density of pulmonary nodules: a phantom study. BMC Medical Imaging 24(1): 12 (2024) - Sebastian Johannes Müller, Eya Khadhraoui, Marielle Sophie Ernst, Veit Rohde, Bawarjan Schatlo, Vesna Malinova:
Differentiation of multiple brain metastases and glioblastoma with multiple foci using MRI criteria. BMC Medical Imaging 24(1): 3 (2024) - Aleksandra M. Paciorek, Claudio E. von Schacky, Sarah C. Foreman, Felix G. Gassert, Florian T. Gassert, Jan S. Kirschke, Karl-Ludwig Laugwitz, Tobias Geith, Martin Hadamitzky, Jonathan Nadjiri:
Automated assessment of cardiac pathologies on cardiac MRI using T1-mapping and late gadolinium phase sensitive inversion recovery sequences with deep learning. BMC Medical Imaging 24(1): 43 (2024) - Hyun-Cheol Park, Yunsang Joo, O-Joun Lee, Kunkyu Lee, Tai-Kyong Song, Chang Choi, Moon Hyung Choi, Changhan Yoon:
Automated classification of liver fibrosis stages using ultrasound imaging. BMC Medical Imaging 24(1): 36 (2024) - Yifeng Peng, Haijun Deng:
Medical image fusion based on machine learning for health diagnosis and monitoring of colorectal cancer. BMC Medical Imaging 24(1): 24 (2024) - Elias Khalili Pour, Tahereh Mahmoudi, Hooman Ahmadzadeh, Seyed Mohsen Rafizadeh, Hamid Riazi-Esfahani:
Quantitative analysis of the eyelid curvature in patients with blepharoptosis. BMC Medical Imaging 24(1): 97 (2024) - Hua Qian, Xiaojing Ren, Maosheng Xu, Zhen Fang, Ruixin Zhang, Yangyang Bu, Changyu Zhou:
Magnetic resonance imaging-based radiomics was used to evaluate the level of prognosis-related immune cell infiltration in breast cancer tumor microenvironment. BMC Medical Imaging 24(1): 31 (2024) - Qiong Qin, Xiangyu Gan, Peng Lin, Jingshu Pang, Ruizhi Gao, Rong Wen, Dun Liu, Quanquan Tang, Changwen Liu, Yun He, Hong Yang, Yuquan Wu:
Development and validation of a multi-modal ultrasomics model to predict response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. BMC Medical Imaging 24(1): 65 (2024) - Jiliang Ren, Gongxin Yang, Yang Song, Chunye Zhang, Ying Yuan:
Machine learning-based MRI radiomics for assessing the level of tumor infiltrating lymphocytes in oral tongue squamous cell carcinoma: a pilot study. BMC Medical Imaging 24(1): 33 (2024) - Mohammadreza Shakeri, Seyed Mani Mahdavi, Masih Rikhtehgar, Mohammad Soleimani, Hasan Ghandhari, Behnam Jafari, Seyedehsan Daneshmand:
EOS® is reliable to evaluate spinopelvic parameters: a validation study. BMC Medical Imaging 24(1): 35 (2024) - Xiaonan Shao, Xinyu Ge, Jianxiong Gao, Rong Niu, Yunmei Shi, Xiaoliang Shao, Zhenxing Jiang, Renyuan Li, Yuetao Wang:
Transfer learning-based PET/CT three-dimensional convolutional neural network fusion of image and clinical information for prediction of EGFR mutation in lung adenocarcinoma. BMC Medical Imaging 24(1): 54 (2024)