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ORCIDBiomedical Signal Processing and Control, Volume 114
Volume 114, 2026
- Wenshuo Li, Jing Wang, Jiayi Cai, Junkai Wang, Yuanjie Zheng:
ESCSegDiff: A diffusion model integrating dual encoder-guided network and level set for accurate early-stage skin cancer segmentation. 108823 - Lilia Lazli
, Farida Cheriet, Mounir Boukadoum:
Multiclass prediction of Alzheimer's disease using balanced multimodal data and deep ensemble learning. 109026 - Dhananjay Joshi, Bhupesh Kumar Singh, Kapil Kumar Nagwanshi, Nitin S. Choubey:
Enhancing brain tumor diagnosis: the role of topological features in deep learning approaches. 109072 - Farzaneh Manzari, Peyvand Ghaderyan:
Mild traumatic brain injury detection: uncovering neural interaction patterns through dynamic Hilbert warping features with EEG data. 109198 - Malathi Eswaran, P. Balasubramanie:
Hybrid deep learning with fractional optimization for embryo stage classification. 109212 - Feiwen Wang, Qi Jiang, Shengyu Zhou:
Glottal localization and segmentation using two-stage convolutional neural network during tracheal intubation. 109214 - Xiaojing Tian, Zhentao An, Yu Du, Dehua Pan, Jian Li, Yaoren Zhang:
Quantitative analysis of scoliosis X-ray images based on Keypoint R-CNN. 109215 - Stina Mauritzon, Fredrik Ginstman, Sofie Tapper, Peter Zsigmond, Karin Wårdell:
Cerebral microcirculation in neurointensive care patients: An observational and comparative analysis of laser Doppler flowmetry signals and clinical monitoring data. 109217 - Bo Lv, Yaobo Yu, Fanbo Zhuo, Fengzhen Tang:
Real-time EEG-based emotion recognition using Riemannian quantification learning. 109223 - Shikha Malik, Vaibhav Vitthalrao Dixit:
A deep neuro-fuzzy machine learning model using ORB features for malignant melanoma classification from mixed-origin skin images. 109228 - Hanbo Pan, Yi Chen, Yu Tian, Hang Chen, Zhen Ge, Weicheng Kong, Jia Huang, Chengwei Zhou, Guodong Xu, Huiling Chen, Qingquan Luo:
Predicting early recurrence in resected non-small cell lung cancer following neoadjuvant immunochemotherapy: insights from a multi-center data-driven study. 109229 - Hai-Kun Wang, Limin Cui, Maohua Gao, Xiwei Dai:
Cross-coupled parallel transformer encoder for biological image segmentation. 109241 - Yutao Men, Cheng Zhang, Lipu Wei, Jian Luo, Guang Zhang, Hang Wu, Ming Yu:
Research on temporal segmentation of surgical gestures for damage control surgery based on the Reformer method. 109246 - Jia Sheng Yang, Zaihong Zhang, Xu Xiao:
Adaptive reinforcement ensemble transfer learning for robust lung tumor detection. 109247 - Mehwish Shaikh, Qasim Ali Arain, Rabeea Jaffari:
AG-FSNet: A hybrid attention and feature selection network with feature contribution scoring for pneumonia segmentation using CXR images. 109248 - Venkata Ramana Gupta Nallagattla, S. Thangam, K. Venkata Subba Reddy, G. Joel Sunny Deol, Guru Kesava Dasu Gopisetty, S. Harihara Gopalan:
A novel knee osteoarthritis disease segmentation using multiresolution attentive-unet and classification using hybrid vision transformer with meerkat clan algorithm. 109249 - S. Venkatesan, J. Selvakumar, P. Nandini, M. Muthalagu:
An intelligent mobile health ecosystem using polarimetric contexture convolutional network for rapid COVID-19 diagnosis. 109250 - Adline Sherifa C., B. Kanisha:
Cardiocipherchain: Blockchain-based secure cardiovascular disease detection using cardiodeepnet and meta-heuristic optimization algorithms. 109253 - R. Bencika, C. Yesubai Rubavathi:
HVMASF++ with Zeiler and Fergus path aggregation residual deep Maxout Network for retinal vessel segmentation and multi-stage diabetic retinopathy classification. 109254 - Francisco Estevão S. Pereira, Victor Hugo C. de Albuquerque:
Intelligent hybrid coevolutionary optimization for microwave neurostimulation based on specific absorption rate and beamforming-controlled antenna design. 109257 - Sabrine Abassi, Hela Mahersia, Youssef Zied Elhechmi:
Dyskalemia detection based on wavelet scattering features and deep learning models: A comparative analysis. 109258 - Qingyu Zheng, Liya Li, Yubing Huang, Guorong Lyu, Pan Zeng:
FCNSU-NET: Comprehensive recognition of the first trimester fetal CNS ultrasound standard planes and anatomical structures with linear transformer attention. 109260 - Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi:
Automated classification of leukemia using Convolutional Neural Network (CNN) based on Ventral-Dorsal pathways. 109261 - Ting Wang, Jinxiao Dai, Jianpeng Tang, Xugang Xi, Maofeng Wang, Zhizeng Luo, Lihua Li:
Identifying brain activation regions and functional connectivity changes in stroke rehabilitation using fNIRS. 109262 - Mauro Giuseppe Camporeale, Giovanni Dimauro, Matteo Gelardi, Giorgia Iacobellis, Mattia Sebastiano Ladisa, Sergio Latrofa, Nunzia Lomonte:
A nasal cytology dataset for object detection and deep learning. 109263 - Sumathy V, C. Pretty Diana Cyril:
Ensemble deep learning model for early diagnosis of oral Squamous cell Carcinoma from histopathology images. 109264 - Pranab Sahoo, Jay Gala, Sriparna Saha, Sujit Chowdhury, Samrat Mondal:
PFSNet: A prototypical federated siamese network for few-shot cervical cancer detection. 109265 - Dongyang Wang, Yinjie Wang, Xuyang Wu, Fangnan Lin:
EMSA-Net: Efficient multi-attention boosting lightweight multi-scale CNN for bone age assessment. 109266 - Yanling Liu, Hongmin Deng, Jinghao Fu:
DCM-Net: A novel dual-branch CNN-Mamba cross-layer feature fusion network for medical image segmentation. 109267 - Kai Ying, Jing Zhang, Yifei Xuan, Weijun Cheng, Han Li, Ming Zhang, Bo Yuan, Liqiang Wang:
A vascular image enhancement method based on multi-scale dual filtering. 109268 - Aruane M. Pineda, Mário L. Vicchietti, Rafael B. Carra, Sigride Thome-Souza, Daniele Salgado, Francisco Aparecido Rodrigues, Andriana S. L. O. Campanharo, Rubens G. Cury:
Exploring quantile graphs: A novel approach for classifying Parkinson's disease-related events during the TUG test. 109269 - Mingge Xia, Jinlin Ma:
TD2-LTS: Transformer based group-channel interaction for medical image segmentation. 109270 - Jia-Yi Hong, Chung-Ching Chio, Ching-Ping Chang, Jui-Ti Ma, Chung-Hsin Tseng, Chi-Chun Chen, Shu-Chun Kuo:
System for the automatic segmentation of retinal layers and the quantification of individual layer thicknesses and areas. 109271 - Dongyang Wu, Lijun Huang, Qiyun Ye, Jing Nie, Huibin Kang, Yiheng Xing, Ke Wang, Jun Pan, Jian Mao:
Combined radiomics-deep learning approach with clinical factors for surgical planning in pituitary tumor consistency assessment. 109273 - Bochao Zhang, Yuwei Gu, Xiaojun Wang, Liquan Guo, Jiping Wang:
DPAST-LS: A transformer-based self-distillation network for efficient recognition of abnormal pulmonary sounds. 109274 - Halil Kagan Karpuz, Hamdi Melih Saraoglu, Fatma Emel Koçak:
Detection of cells in urine sediment by using YOLOv7 segmentation model. 109275 - Yi Li, Huiying Xu, Xinzhong Zhu, Xiao Huang, Hongbo Li:
BTDet: Towards lightweight and enhanced feature aggregation network for brain tumor detection. 109283 - Lerui Chen, Shengjun Wen, Yuk-Ming Tang, Yidan Ma, Haiquan Wang, Mohammed Woyeso Geda:
Brain power mapping with optimized deep learning for EEG-based pilot fatigue detection. 109284 - Rongrong Fu, Yang Liu, Bin Lu, Guilin Wen, Junxiang Chen, Chengcheng Hua:
A dual of evaluation and dynamic search mechanism for feature optimization in EEG motor imagery decoding. 109286 - Najun Niu, Yang Zhao, Hua Wang, Jun Shi, Juncheng Li:
RA-TSNet: A lightweight region-aware network for high-accuracy pediatric tooth segmentation in dental X-ray. 109287 - Mohan Wang, Nan Wang, Songling Han, Yingwei Xue, Chao Zhang:
DSEM: Gene pathway and histology dual-stage enhanced fusion model for survival prediction. 109288 - Shijie Li, Zhineng Chen, Feng-Jung Chen, Xieping Gao:
Whole slide image redundancy reduction for efficient pathological diagnosis. 109289 - K. Hemalatha, Alfred Dharmaraj Aravindraj, P. R. Vishnu Vardhan, S. Hari Hara Sudhan:
Mutual Information Clustering and Segmentation framework with Masking Noise Few-Shot Domain Adaptation ResNet for multi-modal brain tumor classification. 109290 - Sanjida Akter, Md. Akmol Masud, Mst. Sanzida Islam Promi, Nadia Sultana, Maruf Ahmed, Md. Mahmudur Rahman, Mohammad Abu Yousuf, Saad Aloteibi, Mohammad Ali Moni:
DREAM: A novel explainable neural network for detecting sleep apnea using single-lead ECG signals. 109291 - Xuanyu Liu, Huiyun Yao, Jinggui Gao, Zhongyi Guo, Xue Zhang, Yulin Dong, Yulong Shen:
Multi-Granularity Vision Fastformer with Fusion Mechanism for skin lesion segmentation. 109292 - Zhengda Wu, Hui Cui, Jiquan Ma, Jinghua Zhu:
Mix-contrastive learning with multi-way fusion for high-efficiency semi-supervised medical image segmentation. 109293 - Fashu Xu, Junqing Wang, Bingkui Tong, Xuyi Fang, Hui Zhang, Tao Deng, Qu Wei, Yong Nie, Kang Li:
Enhancing knee contact force prediction using transformer networks: A comparative study with LSTM and MLP. 109294 - Hssaine Oummi, Abdelmajid El Hakoume, Amine Laghrib, Mourad Nachaoui:
A non-variational p ( x , t ) -Laplacian coupled PDE: Applications to COVID-19 CT imaging. 109295 - Guangli Li, Wenhao Ai, Jingqin Lv, Boyang Liu, Yuxing Zou, Donghong Ji, Hongbin Zhang:
JBD-Net: Joint bidirectional inter-layer interaction and dynamic weighting network for polyp image segmentation. 109296 - Haitao Ge, Dongqi Han, Yuan Lin, Weikang Li, Shengqiang Zhou, Hui Wang, Yuling Wang, Yifeng Pan, Peng Xu, Jie Zhao:
WTP-MILA-UNet: Mamba-Inspired linear attention with wavelet and pointwise convolution for liver MRI segmentation in Budd-Chiari Syndrome. 109297 - Ning Li, Juncheng Tu, Baohua Yua, Zhihui Fu, Sunyu Hua, Yifan Guan, Jun Qi:
MNSG-Net: A Mamba-optimized U-Net for semantic gap reduction in lumbar disc herniation segmentation. 109299 - Yuanlin Wang, Ruili Dong, Weilian Wang, Tao Guo, Yonghong Tan:
LeM-MARNet: A learnable mel multi-branch interpretable neural network for congenital heart disease detection. 109301 - Enze Li, Haojie Zhang, Kun Qian, Fuze Tian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto:
Body sound denoising technologies: A survey and validation. 109302 - Hongyu Cai, Yifan Wang, Liu Wang, Jian Zhao, Zhejun Kuang:
EG-Net: Edge-Global aware network for accurate skin lesion segmentation. 109303 - Kai-Chun Liu, Yue-Der Lin:
Efficient fall detection using Kalman filter-enhanced triaxial accelerometer signals and machine learning. 109304 - Huimin Jia, Xue Zhang, Jingjing Liu, Yan Li:
Wavelet-transformer hybrid network for robust breast ultrasound image segmentation with multi-scale feature fusion and global context modeling. 109305 - Arpita Das, Soumita Chatterjee, Shraman Biswas, Soumya Pandit:
Hardware-software codesign in an SoC-FPGA platform to implement a fusion framework using reduced dual-stack convolutional autoencoder. 109306 - Hongyu Li, Yiwen Wang:
Meta-RL-Driven hemodynamic control in a mock circulatory loop for precision cardiovascular medicine. 109309 - Long Meng, Xiaogang Hu:
Motor unit-driven decoders for long-term motion intention: Effects of training strategies. 109310 - K. Sanjay, P. Balasubramaniam:
Synchronising coronary artery system via physics-informed neural feedback control. 109311 - Puyang Zhao, Zhiyi Yue, Nan Mi, Huiyun Zhang:
Demography-Aware Personalized Federated Learning for fair, private, and efficient clinical risk prediction. 109312 - Renping Yu, Jixiang Zhu, Chao Peng, Zhe Zhao, Mingming Chen, Rui Zhang:
Adversarial training based adaptive weighted hybrid network for autism spectrum disorder diagnosis. 109313 - Xiao-li Wang, Cheng-hai He, Ying Feng, Qi Feng:
A fuzzy deep learning ECG signal classification method via Wavelet-RL and rough set decision-making. 109316 - Pengyao Xu, Luyao Li, Xiaoyun Xie, Jiandong Lv, Chong Di, Xungang Gu, Yaoyao Chen:
Multi-stage temporal and cross-view contrastive learning for self-supervised multi-lead ECG classification. 109317 - Ridda Jameel, Javaria Amin:
Unified classification and segmentation of liver tumors using shifted window transformer networks with incremental learning. 109318 - Hiba Alzoubi, Mohammad Amin, Ala Meshal Aljehani, Salem Alhatamleh, Rola Madain, Saba Madae'en, Hashem Abu Serhan, Alhanouf A. Alomani:
Enhancing breast cancer diagnosis with ResNet50 and Salp Swarm-Based feature reduction on BreakHis dataset. 109319 - Ziyang He, Kun Liu, Haoyuan Li, Bin Zheng, Wentao Liu, Mengke Zhu, Weijin Xu, Wenyi Zhao, Zijun He, Xipeng Pan, Huihua Yang:
Joint parallel modeling with direction-wise convolution and deformable transformer for 3D medical image segmentation. 109320 - Simone Zini, Thomas Barbera, Simone Bianco, Paolo Napoletano:
Alzheimer's disease classification from EEG using a multiscale temporal deep network. 109321 - Sibo Ju, Min Wang, Yulong Xiao, Yiqing Shen, Junlong Cheng, Yanzhou Su, Xiangwen Liao:
DM-RRG: Radiology image report generation with disease-topic guidance and multi-grained Image-Text alignment. 109322 - S. Karthikeyan, Francis H. Shajin, P. Rajesh, Kothapalli Deepthi:
Automated ischemic stroke prediction from Alberta stroke Program Early CT scores utilizing optimized progressive cyclical convolutional neural network on CT scans. 109323 - S. G. Gayathri:
Undecimated Wavelet Transform and Markov chain based Siamese network architecture for optimal glaucoma detection. 109324 - Amirsajjad Taleban, Rodney Sparapani, Patrick Noffke, Sharone Zlochiver, Qiang Lu, Michael E. Widlansky, Jake Luo:
Explainable artificial intelligence in electrocardiography: A systematic review. 109325 - Siwei Liu, Keyan Chen, Jia Zhang, Jinyi Long, Hanrui Wu:
OSFTL-PL: Online source-free transfer learning with pseudo-labels for privacy-preserving EEG-based BCI. 109326 - Xiaoyu Zhu, Shiyin Li, Hongliang Bi, Tao Liu, Yalu Liu, Haiyang Liu, Zhaolin Lu:
Segmentation and analysis of OCTA images of coronary heart disease patients based on a multi-dimensional collaborative feature fusion network. 109327 - Huda M. Alshanbari, Ayaz Hussain Bukhari, Mohammed M. A. Almazah, A. Y. Al-Rezami:
Multiscale fractal analysis for ADHD disability detection by EEG signals: Integrating Grünwald-Letnikov fractional operators and Hurst exponent variability. 109332 - Cristian Tommasino, Cristiano Russo, Antonio M. Rinaldi:
NuLite - lightweight and fast model for nuclei instance segmentation and classification. 109333 - Yuqin Yuan, Yong Ouyang, Wenjin Gao, Lingyu Chen, Yawen Zeng:
A Multi-Granularity Feature Mixing Framework for single-channel EEG sleep staging with Hybrid Data Enrichment. 109335 - T. V. Ramya, J. D. Dorathi Jayaseeli:
Explainable deep learning framework for breast tumor analysis in ultrasound imaging systems. 109336 - Weiwei Jiang, Xiuxian Wang, Xianpeng Liu, Jie Chen, Huiling Wu, Hujun Wu, Fang Jin, Xiaofen Tao, Lei Wu:
ScaleProto-DETR: An automatic detection model for pediatric bronchoalveolar lavage fluid cells. 109337 - Huaigang Yang, Xinfeng Hu, Dong Zhang, Tianqing Li, Xiening Shao, Ping Xie, Xiaoling Chen:
UBMSDA: An unbalanced multi-source domain adaptive network based on user differences for cross-user myoelectric pattern recognition. 109363 - Zahra Nourbakhsh, Mahdi Mosleh, Narges Habibi:
Combining GraphSAGE and Genetic algorithm for CircRNA-disease association prediction. 109365 - Chaoyu Duan, Yuanhan Wang, Lixing Shi, Miao Chen, Hailin Wen, Han Li, Ming Zhang, Bo Yuan, Liqiang Wang:
A Multi-Layer blood vessel enhancement method for endoscopic images. 109367 - Ankita Rooj, Avani Vyas, Abhishek Sharma, Nisha Chaurasia:
Computer-aided non-invasive methods of anemia detection: A systematic review. 109368 - Yang Xi, Zhu Lan, Tianyu Meng, Ying Chen, Jie Cao, Lu Zhang:
Epileptic seizure prediction based on a residual capsule network with multidimensional electroencephalography feature fusion. 109370 - Mingfeng Zhong, Zhi-Dan Zhao:
MCAVM-UNet: Enhancing key region focus and feature interaction in Vision Mamba for medical image segmentation. 109371 - Wenyu Su, Yuantao Qi, Yiqian Wu, Xiaoli Wang, Huiyu Jia, Shan Jiang, Wenjing Chang, Guifeng Ma:
The development study of a lung cancer screening tool based on machine learning predictive models and association rule mining techniques. 109376 - Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu:
Latent diffusion for medical image segmentation: End-to-end learning for fast sampling and accuracy. 109380 - Muhammed Telçeken:
A new hybrid vision transformer model for medical image classifications: Attention mechanism deepened by HOG. 109381 - Maxim Ryzhii, Elena Ryzhii:
Assessment of atrioventricular nodal reentrant tachycardia inducibility with alternative pacing methods: Computer simulation. 109384 - Wenjuan Liang, Wenke Zhang, Haicao Yan, Yihang Zong, Chaokun Yan:
DP-FViT: Differentially private federated vision transformer with LoRA for secure and accurate medical image classification. 109388 - Cheng Lu, Jinhui Cai, Yu Xu, Yi Lu, Bo Ye, Jiusun Zeng:
Distribution based-adversarial training for robust graph information bottleneck with application to brain disease diagnosis. 109398
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