Journal of imaging informatics in medicine

Keyphrases

Publications

volume 37, number 4, 2024

Chenyu Jiang, Jingxin Zhang, Wenhuan Li, Yali Li, Ming Ni, Dan Jin, Yan Zhang, Liang Jiang, Huishu Yuan
Deep Learning Imaging Reconstruction Algorithm for Carotid Dual Energy CT Angiography: Opportunistic Evaluation of Cervical Intervertebral Discs-A Preliminary Study. Journal of imaging informatics in medicine 37 (4) (2024)
Bing Quan, Jinghuan Li, Hailin Mi, Miao Li, Wenfeng Liu, Fan Yao, Rongxin Chen, Yan Shan, Pengju Xu, Zhenggang Ren, Xin Yin
Development and Preliminary Validation of a Novel Convolutional Neural Network Model for Predicting Treatment Response in Patients with Unresectable Hepatocellular Carcinoma Receiving Hepatic Arterial Infusion Chemotherapy. Journal of imaging informatics in medicine 37 (4) (2024)
Barsha Abhisheka, Saroj Kr Biswas, Biswajit Purkayastha
HBMD-Net: Feature Fusion Based Breast Cancer Classification with Class Imbalance Resolution. Journal of imaging informatics in medicine 37 (4) (2024)
Qing Chang, Yaqi Wang, Jieming Zhang
Independently Trained Multi-Scale Registration Network Based on Image Pyramid. Journal of imaging informatics in medicine 37 (4) (2024)
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. Journal of imaging informatics in medicine 37 (4) (2024)
Prem Kumari Verma, Jagdeep Kaur
Systematic Review of Retinal Blood Vessels Segmentation Based on AI-driven Technique. Journal of imaging informatics in medicine 37 (4) (2024)
Jianning Chi, Zhiyi Sun, Shuyu Tian, Huan Wang, Siqi Wang
A Hybrid Framework of Dual-Domain Signal Restoration and Multi-depth Feature Reinforcement for Low-Dose Lung CT Denoising. Journal of imaging informatics in medicine 37 (4) (2024)
Kepei Xu, Meiqi Hua, Ting Mai, Xiaojing Ren, Xiaozheng Fang, Chunjie Wang, Min Ge, Hua Qian, Maosheng Xu, Ruixin Zhang
A Multiparametric MRI-based Radiomics Model for Stratifying Postoperative Recurrence in Luminal B Breast Cancer. Journal of imaging informatics in medicine 37 (4) (2024)
Wuqi Li, Shitong Mao, Amanda S Mahoney, James L Coyle, Ervin Sejdić
Automatic Tracking of Hyoid Bone Displacement and Rotation Relative to Cervical Vertebrae in Videofluoroscopic Swallow Studies Using Deep Learning. Journal of imaging informatics in medicine 37 (4) (2024)
Chenggang Jiang, Chen Sun, Xi Wang, Shunchang Ma, Wang Jia, Dainan Zhang
BTK Expression Level Prediction and the High-Grade Glioma Prognosis Using Radiomic Machine Learning Models. Journal of imaging informatics in medicine 37 (4) (2024)
Jiaxi Lin, Jin Yang, Minyue Yin, Yuxiu Tang, Liquan Chen, Chang Xu, Shiqi Zhu, Jingwen Gao, Lu Liu, Xiaolin Liu, Chenqi Gu, Zhou Huang, Yao Wei, Jinzhou Zhu
Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays. Journal of imaging informatics in medicine 37 (4) (2024)
Jae Hyuk Shim, Woo Seok Kim, Yeoun Jae Kim, Gi Taek Yee, Young Jae Kim, Tae Seok Jeong
Automated Segmentation and Diagnostic Measurement for the Evaluation of Cervical Spine Injuries Using X-Rays. Journal of imaging informatics in medicine 37 (4) (2024)
Koichiro Yasaka, Hiroyuki Saigusa, Osamu Abe
Effects of Intravenous Infusion of Iodine Contrast Media on the Tracheal Diameter and Lung Volume Measured with Deep Learning-Based Algorithm. Journal of imaging informatics in medicine 37 (4) (2024)
Wenjian Yao, Jiajun Bai, Wei Liao, Yuheng Chen, Mengjuan Liu, Yao Xie
From CNN to Transformer: A Review of Medical Image Segmentation Models. Journal of imaging informatics in medicine 37 (4) (2024)
Akiyoshi Hizukuri, Ryohei Nakayama, Mariko Goto, Koji Sakai
Computerized Segmentation Method for Nonmasses on Breast DCE-MRI Images Using ResUNet++ with Slice Sequence Learning and Cross-Phase Convolution. Journal of imaging informatics in medicine 37 (4) (2024)
Selvakanmani S, G Dharani Devi, Rekha V, J Jeyalakshmi
Privacy-Preserving Breast Cancer Classification: A Federated Transfer Learning Approach. Journal of imaging informatics in medicine 37 (4) (2024)
Fenglin Cai, Jiaying Wen, Fangzhou He, Yulong Xia, Weijun Xu, Yong Zhang, Li Jiang, Jie Li
SC-Unext: A Lightweight Image Segmentation Model with Cellular Mechanism for Breast Ultrasound Tumor Diagnosis. Journal of imaging informatics in medicine 37 (4) (2024)
Norsang Lama, Ronald Joe Stanley, Binita Lama, Akanksha Maurya, Anand Nambisan, Jason Hagerty, Thanh Phan, William Van Stoecker
LAMA: Lesion-Aware Mixup Augmentation for Skin Lesion Segmentation. Journal of imaging informatics in medicine 37 (4) (2024)
Arshi Parvaiz, Esha Sadia Nasir, Muhammad Moazam Fraz
From Pixels to Prognosis: A Survey on AI-Driven Cancer Patient Survival Prediction Using Digital Histology Images. Journal of imaging informatics in medicine 37 (4) (2024)
Qi Wan, Jisoo Kim, Clifford Lindsay, Xin Chen, Jing Li, J Bryan Iorgulescu, Raymond Y Huang, Chenxi Zhang, David Reardon, Geoffrey S Young, Lei Qin
Auto-segmentation of Adult-Type Diffuse Gliomas: Comparison of Transfer Learning-Based Convolutional Neural Network Model vs. Radiologists. Journal of imaging informatics in medicine 37 (4) (2024)
Kaixuan Yao, Wei Deng, Rong He, Hui Gao, Linlin Wang, Ren Zhao, Xiuzheng Yue, Yongqiang Yu, Liang Zhong, Xiaohu Li
Comparing Strain Assessment in Compressed Sensing and Conventional Cine MRI. Journal of imaging informatics in medicine 37 (4) (2024)
Dina A Ragab, Salema Fayed, Noha Ghatwary
DeepCSFusion: Deep Compressive Sensing Fusion for Efficient COVID-19 Classification. Journal of imaging informatics in medicine 37 (4) (2024)
Weidong Wang, Hongme Zhang, Yizhen Li, Yi Wang, Qingfeng Zhang, Geqi Ding, Lixue Yin, Jinshan Tang, Bo Peng
An Automated Heart Shunt Recognition Pipeline Using Deep Neural Networks. Journal of imaging informatics in medicine 37 (4) (2024)
Jianning Chi, Xiaolin Wei, Zhiyi Sun, Yongming Yang, Bin Yang
Low-Dose CT Image Super-resolution Network with Noise Inhibition Based on Feedback Feature Distillation Mechanism. Journal of imaging informatics in medicine 37 (4) (2024)
Ronghui Tian, Guoxiu Lu, Nannan Zhao, Wei Qian, He Ma, Wei Yang
Constructing the Optimal Classification Model for Benign and Malignant Breast Tumors Based on Multifeature Analysis from Multimodal Images. Journal of imaging informatics in medicine 37 (4) (2024)
Afnan M Alhassan
Identification and Localization of Indolent and Aggressive Prostate Cancers Using Multilevel Bi-LSTM. Journal of imaging informatics in medicine 37 (4) (2024)
Xueyao Lin, Chaochao Wang, Jingjing Zheng, Mengru Liu, Ming Li, Hongbin Xu, Haibo Dong
Image Omics Nomogram Based on Incoherent Motion Diffusion-Weighted Imaging in Voxels Predicts ATRX Gene Mutation Status of Brain Glioma Patients. Journal of imaging informatics in medicine 37 (4) (2024)
Hang Cheng, Xuewen Hou, Gang Huang, Shouqiang Jia, Guang Yang, Shengdong Nie
Feature Fusion for Multi-Coil Compressed MR Image Reconstruction. Journal of imaging informatics in medicine 37 (4) (2024)
Jie Ying, Xin Jing, Feng Gao, Jiejun Cheng, Le Fu, Haima Yang
Prediction of Ablation Rate for High-Intensity Focused Ultrasound Therapy of Adenomyosis in MR Images Based on Multi-model Fusion. Journal of imaging informatics in medicine 37 (4) (2024)
Kuniki Imagawa, Kohei Shiomoto
Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images. Journal of imaging informatics in medicine 37 (4) (2024)
H J H Dreesen, C Stroszczynski, M M Lell
Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm. Journal of imaging informatics in medicine 37 (4) (2024)
Lucas Krenmayr, Reinhold von Schwerin, Daniel Schaudt, Pascal Riedel, Alexander Hafner
DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision. Journal of imaging informatics in medicine 37 (4) (2024)
Mohammad Amin Salehi, Hamid Harandi, Soheil Mohammadi, Mohammad Shahrabi Farahani, Shayan Shojaei, Ramy R Saleh
Diagnostic Performance of Artificial Intelligence in Detection of Hepatocellular Carcinoma: A Meta-analysis. Journal of imaging informatics in medicine 37 (4) (2024)
Olivier Taton, Alain Van Muylem, Dimitri Leduc, Pierre Alain Gevenois
CT-Based Evaluation of the Shape of the Diaphragm Using 3D Slicer. Journal of imaging informatics in medicine 37 (4) (2024)
Luiz Guilherme Kasputis Zanini, Izabel Regina Fischer Rubira-Bullen, Fátima de Lourdes Dos Santos Nunes
A Systematic Review on Caries Detection, Classification, and Segmentation from X-Ray Images: Methods, Datasets, Evaluation, and Open Opportunities. Journal of imaging informatics in medicine 37 (4) (2024)
null Ekta, Vandana Bhatia
Auto-BCS: A Hybrid System for Real-Time Breast Cancer Screening from Pathological Images. Journal of imaging informatics in medicine 37 (4) (2024)
Ming Cheng, Hanyue Zhang, Wenpeng Huang, Fei Li, Jianbo Gao
Deep Learning Radiomics Analysis of CT Imaging for Differentiating Between Crohn's Disease and Intestinal Tuberculosis. Journal of imaging informatics in medicine 37 (4) (2024)
Langtao Zhou, Huiting Wu, Hong Zhou
Correlation Between Cognitive Impairment and Lenticulostriate Arteries: A Clinical and Radiomics Analysis. Journal of imaging informatics in medicine 37 (4) (2024)
Miguel Molina-Moreno, Iván González-Díaz, Maite E Rivera Gorrín, Víctor Burguera Vion, Fernando Díaz-de-María
URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging. Journal of imaging informatics in medicine 37 (4) (2024)
M Pytlarz, K Wojnicki, P Pilanc, B Kaminska, A Crimi
Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features. Journal of imaging informatics in medicine 37 (4) (2024)
Adriano Barbosa Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Adriano Mota Loyola, Sérgio Vitorino Cardoso, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification. Journal of imaging informatics in medicine 37 (4) (2024)
Upasana Chutia, Anand Shanker Tewari, Jyoti Prakash Singh, Vikash Kumar Raj
Classification of Lung Diseases Using an Attention-Based Modified DenseNet Model. Journal of imaging informatics in medicine 37 (4) (2024)
Elisavet Kapetanou, Stylianos Malamas, Dimitrios Leventis, Apostolos H Karantanas, Michail E Klontzas
Developing a Radiomics Atlas Dataset of normal Abdominal and Pelvic computed Tomography (RADAPT). Journal of imaging informatics in medicine 37 (4) (2024)
Paul M Murphy
Towards an EKG for SBO: A Neural Network for Detection and Characterization of Bowel Obstruction on CT. Journal of imaging informatics in medicine 37 (4) (2024)
Giulio Del Corso, Danila Germanese, Claudia Caudai, Giada Anastasi, Paolo Belli, Alessia Formica, Alberto Nicolucci, Simone Palma, Maria Antonietta Pascali, Stefania Pieroni, Charlotte Trombadori, Sara Colantonio, Michela Franchini, Sabrina Molinaro
Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features. Journal of imaging informatics in medicine 37 (4) (2024)
Bo Pang, Lianghong Chen, Qingchuan Tao, Enhui Wang, Yanmei Yu
GA-UNet: A Lightweight Ghost and Attention U-Net for Medical Image Segmentation. Journal of imaging informatics in medicine 37 (4) (2024)
Shuxi Xu, Houli Peng, Lanxin Yang, Wenjie Zhong, Xiang Gao, Jinlin Song
An Automatic Grading System for Orthodontically Induced External Root Resorption Based on Deep Convolutional Neural Network. Journal of imaging informatics in medicine 37 (4) (2024)
Jong Chan Yeom, Jae-Hoon Kim, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer. Journal of imaging informatics in medicine 37 (4) (2024)
Jongwook Whangbo, Young Seop Lee, Young Jae Kim, Jisup Kim, Yeoun Jae Kim
Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology. Journal of imaging informatics in medicine 37 (4) (2024)
Yi Wang, Juan Ye, Kai Zhou, Nian Chen, Gang Huang, Guangyong Feng, Guihai Zhang, Xiaoxia Gou
Radiomics Features on Enhanced Computed Tomography Predict FOXP3 Expression and Clinical Prognosis in Patients with Head and Neck Squamous Cell Carcinoma. Journal of imaging informatics in medicine 37 (4) (2024)