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Computers in Biology and Medicine, Volume 150
Volume 150, November 2022
- Markel Alaña
, Aitziber Lopez-Arancibia
Additively manufactured lattice structures with controlled transverse isotropy for orthopedic porous implants. 105761 - Tong Zhang, Yixuan Lin, Weimin He, FengXin Yuan, Yu Zeng, Shihua Zhang:
GCN-GENE: A novel method for prediction of coronary heart disease-related genes. 105918 - Jianyi Zhang
SWTRU: Star-shaped Window Transformer Reinforced U-Net for medical image segmentation. 105954 - Chunhai Hu, Zhongjian Wang, Bin Liu, Hong Huang, Ning Zhang, Yanguang Xu:
Validation of a system for automatic quantitative analysis of laboratory mice behavior based on locomotor pose. 105960 - Lu Chai, Zidong Wang
Synthetic augmentation for semantic segmentation of class imbalanced biomedical images: A data pair generative adversarial network approach. 105985 - Siddhant Doshi, Sundeep Prabhakar Chepuri
A computational approach to drug repurposing using graph neural networks. 105992 - Khalid M. Hosny
Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm. 106003 - Amer M. Johri, Krishna V. Singh
Deep learning artificial intelligence framework for multiclass coronary artery disease prediction using combination of conventional risk factors, carotid ultrasound, and intraplaque neovascularization. 106018 - Abdur Rehman
A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique. 106019 - Qiaosen Su, Fengsheng Wang, Dong Chen, Gang Chen, Chao Li, Leyi Wei:
Deep convolutional neural networks with ensemble learning and transfer learning for automated detection of gastrointestinal diseases. 106054 - Xiaoyu Lin, Huan Nie, Ran Tang, Pingping Wang, Xiyun Jin, Qinghua Jiang, Fang Han, Na Chen, Yu Li:
Network analysis between neuron dysfunction and neuroimmune response based on neural single-cell transcriptome of COVID-19 patients. 106055 - Wenjiang Zheng
Liver transcriptomics reveals microRNA features of the host response in a mouse model of dengue virus infection. 106057 - Nihal Zaaboub
Optic disc detection and segmentation using saliency mask in retinal fundus images. 106067 - Ying Chen, Cheng Zheng, Fei Hu, Taohui Zhou, Longfeng Feng, Guohui Xu, Zhen Yi, Xiang Zhang:
Efficient two-step liver and tumour segmentation on abdominal CT via deep learning and a conditional random field. 106076 - M. Asad Bin Hameed
Improving mortality prediction in Acute Pancreatitis by machine learning and data augmentation. 106077 - Yu Li
Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex. 106078 - Rui Huo, Liting Zhang, Feifei Liu, Ying Wang, Yesong Liang, Shoushui Wei:
ECG segmentation algorithm based on bidirectional hidden semi-Markov model. 106081 - Qiong Lou
Mammogram classification based on a novel convolutional neural network with efficient channel attention. 106082 - Debojyoti Pal
Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray. 106083 - Ruitao Zhang, Xueying Han, Zhengyang Lei, Chenyao Jiang, Ijaz Gul
RCMNet: A deep learning model assists CAR-T therapy for leukemia. 106084 - Zhiwei Rong, Zhilin Liu, Jiali Song, Lei Cao, Yipe Yu, Mantang Qiu, Yan Hou
MCluster-VAEs: An end-to-end variational deep learning-based clustering method for subtype discovery using multi-omics data. 106085 - Péter Kovács
Diagnostic quality assessment for low-dimensional ECG representations. 106086 - Hanyi Yu
Artificial intelligence based liver portal tract region identification and quantification with transplant biopsy whole-slide images. 106089 - Santanu Roy
SVD-CLAHE boosting and balanced loss function for Covid-19 detection from an imbalanced Chest X-Ray dataset. 106092 - Xiaoxin Guo, Jiahui Li, Qifeng Lin, Zhenchuan Tu, Xiaoying Hu, Songtian Che:
Joint optic disc and cup segmentation using feature fusion and attention. 106094 - Manju Dabass
MTU: A multi-tasking U-net with hybrid convolutional learning and attention modules for cancer classification and gland Segmentation in Colon Histopathological Images. 106095 - Qi Zhang, Jie Wen
Missing-view completion for fatty liver disease detection. 106097 - Polyana Bezerra da Costa, João Dallyson Sousa de Almeida
Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos. 106098 - Jianjun Zou, Xiaogang Zhang, Yali Zhang, Junyan Li, Zhongmin Jin:
Prediction on the medial knee contact force in patients with knee valgus using transfer learning approaches: Application to rehabilitation gaits. 106099 - Jinlei Liu, Yanrui Jin, Yunqing Liu
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. 106110 - Abdelhak Ouldyerou
Biomechanical analysis of printable functionally graded material (FGM) dental implants for different bone densities. 106111 - Jianning Chi
CT image super-resolution reconstruction based on global hybrid attention. 106112 - Riqiang Gao
Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model. 106113 - Jiacheng Fan
Texture-less surface reconstruction using shape-based image augmentation. 106114 - Min-Uk Yang
Automated diagnosis of atrial fibrillation using ECG component-aware transformer. 106115 - Aimei Dong, Guodong Zhang
Latent feature representation learning for Alzheimer's disease classification. 106116 - Ashutosh Vaish, Anubha Gupta
CSR-PERT: Joint framework for MRI and HARDI data reconstruction using perturbed radial trajectory estimated from compressively sensed measurements. 106117 - Zhichuan Tang
A BCI painting system using a hybrid control approach based on SSVEP and P300. 106118 - Shannan Chen
Automatic detection of stroke lesion from diffusion-weighted imaging via the improved YOLOv5. 106120 - Xudong Zhao
IOFS-SA: An interactive online feature selection tool for survival analysis. 106121 - Baljeet Kaur
Enhanced depression detection from speech using Quantum Whale Optimization Algorithm for feature selection. 106122 - Jawad Ahmad Dar
Design and development of hybrid optimization enabled deep learning model for COVID-19 detection with comparative analysis with DCNN, BIAT-GRU, XGBoost. 106123 - Taimur Hassan
Knowledge distillation driven instance segmentation for grading prostate cancer. 106124 - Manish Manish, Smriti Mishra, Ayush Anand
Computational molecular interaction between SARS-CoV-2 main protease and theaflavin digallate using free energy perturbation and molecular dynamics. 106125 - Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. 106126 - Yaowen Gu
REDDA: Integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction. 106127 - Victor Omoboyede
Designing a vaccine-based therapy against Epstein-Barr virus-associated tumors using immunoinformatics approach. 106128 - Priyanka Sharma, Mukesh Kumar
Genomic and structural mechanistic insight to reveal the differential infectivity of omicron and other variants of concern. 106129 - Xiaoming Xi, Weicui Li, Bingbing Li, Delin Li, Cuihuan Tian, Guang Zhang:
Modality-correlation embedding model for breast tumor diagnosis with mammography and ultrasound images. 106130 - Shasha Tian, Yingying Wei, Hongtao Hu, Huajun Zhao
Mixed computational-experimental study to reveal the anti-metastasis and anti-angiogenesis effects of Astragalin in human breast cancer. 106131 - Yonghui Ni
Integration of differential expression and network structure for 'omics data analysis. 106133 - Qiying Jin, Wanxi Li, Wendi Yu, Maosen Zeng, Jinyuan Liu, Peiping Xu
Analysis and identification of potential type II helper T cell (Th2)-Related key genes and therapeutic agents for COVID-19. 106134 - Chun-Yan Cui, Xiao Liu, Ming-Hui Peng, Qing Liu, Ying Zhang:
Identification of key candidate genes and biological pathways in neuropathic pain. 106135 - Xiaoqin Zhang, Runhua Jiang, Pengcheng Huang, Tao Wang
Dynamic feature learning for COVID-19 segmentation and classification. 106136 - Yingying Huang
Transformer-based factorized encoder for classification of pneumoconiosis on 3D CT images. 106137 - Qian Hu, Ying Wei
EA-Net: Edge-aware network for brain structure segmentation via decoupled high and low frequency features. 106139 - Haonan Sun, Qiang He, Shouliang Qi, Yudong Yao
Improving the level of autism discrimination with augmented data by GraphRNN. 106141 - Hari Mohan Rai
The prediction of cardiac abnormality and enhancement in minority class accuracy from imbalanced ECG signals using modified deep neural network models. 106142 - Mattia Corti
Impact of atrial fibrillation on left atrium haemodynamics: A computational fluid dynamics study. 106143 - Mimma Nardelli
ComEDA: A new tool for stress assessment based on electrodermal activity. 106144 - Jiaqi Liao
GSAML-DTA: An interpretable drug-target binding affinity prediction model based on graph neural networks with self-attention mechanism and mutual information. 106145 - Zequn Zhang
SIL-Net: A Semi-Isotropic L-shaped network for dermoscopic image segmentation. 106146 - Wenlong Ming, Fuyu Li, Yanhui Zhu, Yunfei Bai, Wanjun Gu, Yun Liu, Xiao Sun, Xiaoan Liu, Hongde Liu
Predicting hormone receptors and PAM50 subtypes of breast cancer from multi-scale lesion images of DCE-MRI with transfer learning technique. 106147 - Md. Jahin Alam
S2C-DeLeNet: A parameter transfer based segmentation-classification integration for detecting skin cancer lesions from dermoscopic images. 106148 - Han Lu, Qun Dai
A self-supervised COVID-19 CT recognition system with multiple regularizations. 106149 - Wei Kang
Difference analysis of phenomenological models with two variable forms for soft tissue quasi-static mechanical characterization. 106150 - Chaosheng Tang
NSCGCN: A novel deep GCN model to diagnosis COVID-19. 106151 - Chae-Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung
Voxel-wise adversarial semi-supervised learning for medical image segmentation. 106152 - Lin Wang
3D matting: A benchmark study on soft segmentation method for pulmonary nodules applied in computed tomography. 106153 - Kena Zhou
Potential prognostic biomarkers of sudden cardiac death discovered by machine learning. 106154 - Soham Chattopadhyay
MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images. 106155 - Shasha Liu
AHU-MultiNet: Adaptive loss balancing based on homoscedastic uncertainty in multi-task medical image segmentation network. 106157 - Mohammad Mahdi Ershadi
A hierarchical machine learning model based on Glioblastoma patients' clinical, biomedical, and image data to analyze their treatment plans. 106159 - Mei Yu, Kaijie Pei, Xuewei Li, Xi Wei, Chenhan Wang, Jie Gao:
FBCU-Net: A fine-grained context modeling network using boundary semantic features for medical image segmentation. 106161 - Jianqiang Xiao, Mujiexin Liu, Qinlai Huang
Analysis and modeling of myopia-related factors based on questionnaire survey. 106162 - Yuening Zhang, Li Qiu, Yongyong Ren, Zhiwei Cheng
A meta-learning approach to improving radiation response prediction in cancers. 106163 - Zhuo Xiang, Qiuluan Zhuo, Cheng Zhao
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis. 106164 - Pegah Moradi Khaniabadi
Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics. 106165 - Kiran Manjunatha
A multiphysics modeling approach for in-stent restenosis: Theoretical aspects and finite element implementation. 106166 - Jeong Won Jo, Jin-Kyu Gahm
G-RMOS: GPU-accelerated Riemannian Metric Optimization on Surfaces. 106167 - Lizhi Shao
Patient-level grading prediction of prostate cancer from mp-MRI via GMINet. 106168 - Yikai Gao
A general sample-weighted framework for epileptic seizure prediction. 106169 - Pengju Deng
Automatic classification of thyroid nodules in ultrasound images using a multi-task attention network guided by clinical knowledge. 106172 - Wenchao Zhang, Chong Fu, Yu Zheng
HSNet: A hybrid semantic network for polyp segmentation. 106173 - Esther Parra-Mora
LOCTseg: A lightweight fully convolutional network for end-to-end optical coherence tomography segmentation. 106174 - Minyao Qiu, Xiaoqi Liang, Siyao Deng, Yufang Li, Yanlan Ke, Pingqing Wang, Hu Mei
A unified GCNN model for predicting CYP450 inhibitors by using graph convolutional neural networks with attention mechanism. 106177 - Shajahan Aboobacker
Semantic segmentation of low magnification effusion cytology images: A semi-supervised approach. 106179 - Huaqian Wu
A general deep learning framework for neuron instance segmentation based on Efficient UNet and morphological post-processing. 106180 - Guowei Wang, Shuli Guo, Lina Han, Xiaowei Song, Yuanyuan Zhao:
Research on multi-modal autonomous diagnosis algorithm of COVID-19 based on whale optimized support vector machine and improved D-S evidence fusion. 106181 - Fan Zhang, Yuelei Xu, Zhaoyun Zhou, Han Zhang, Ke Yang:
Critical element prediction of tracheal intubation difficulty: Automatic Mallampati classification by jointly using handcrafted and attention-based deep features. 106182 - Jun Chen, Xinzhong Zhu, Huawen Liu
A mutual neighbor-based clustering method and its medical applications. 106184 - Mohammad Haroon Qureshi
Adaptive tracking algorithm for trajectory analysis of cells and layer-by-layer assessment of motility dynamics. 106193 - Chiagoziem Chima Ukwuoma
LCSB-inception: Reliable and effective light-chroma separated branches for Covid-19 detection from chest X-ray images. 106195 - Zhaojin Fu
DEAU-Net: Attention networks based on dual encoder for Medical Image Segmentation. 106197 - Xiang Zhong, Hongbin Zhang
Do you need sharpened details? Asking MMDC-Net: Multi-layer multi-scale dilated convolution network for retinal vessel segmentation. 106198 - Weibai Pan, Ying An
MCA-net: A multi-task channel attention network for Myocardial infarction detection and location using 12-lead ECGs. 106199 - Halima Hajji, Marwa Alaqarbeh
Computational approach investigation bioactive molecules from Saussurea Costus plant as SARS-CoV-2 main protease inhibitors using reverse docking, molecular dynamics simulation, and pharmacokinetic ADMET parameters. 106209 - Xiao Yang, Xiaoming Xi, Lu Yang, Chuanzhen Xu, Zuoyong Song, Xiushan Nie, Lishan Qiao, Chenglong Li, Qinglei Shi, Yilong Yin:
Multi-modality relation attention network for breast tumor classification. 106210 - Peng Sun, Zengnan Mo, Fangrong Hu, Xin Song, Taiping Mo, Bonan Yu, Yewei Zhang, Zhencheng Chen:
Segmentation of kidney mass using AgDenseU-Net 2.5D model. 106223 - Saba Saleem, Javaria Amin, Muhammad Sharif
Leukemia segmentation and classification: A comprehensive survey. 106028 - Christoph Anders
Wearable electroencephalography and multi-modal mental state classification: A systematic literature review. 106088 - Lan Wei
Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles. 106096 - Shuting Xu, Oliver Faust
A review of automated sleep disorder detection. 106100 - Yanchao Yuan, Cancheng Li
CSM-Net: Automatic joint segmentation of intima-media complex and lumen in carotid artery ultrasound images. 106119 - Akhan Akbulut, Feray Gungor
Identification of phantom movements with an ensemble learning approach. 106132 - Qingdi Wang
MRI in CFD for chronic type B aortic dissection: Ready for prime time? 106138 - Sanjeevi Pandiyan, Li Wang:
A comprehensive review on recent approaches for cancer drug discovery associated with artificial intelligence. 106140 - Mohan Bhandari
Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI. 106156 - Dingzhong Zhang
Development and model form assessment of an automatic subject-specific vertebra reconstruction method. 106158 - Jerónimo Hernández-González
Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models. 106160 - Alavikunhu Panthakkan
Concatenated Xception-ResNet50 - A novel hybrid approach for accurate skin cancer prediction. 106170 - Ayan Mondal
A novel Parametric Flatten-p Mish activation function based deep CNN model for brain tumor classification. 106183 - Ming-Lang Shih, Jih-Chin Lee, Sheng-Yao Cheng, Bashir Lawal
Transcriptomic discovery of a theranostic signature (SERPINE1/MMP3/COL1A1/SPP1) for head and neck squamous cell carcinomas and identification of antrocinol as a candidate drug. 106185 - Yazhou Ji, Beibei Shi, Yuanyuan Li:
An evolutionary machine learning for multiple myeloma using Runge Kutta Optimizer from multi characteristic indexes. 106189 - Hugh O'Brien
Regional left ventricle scar detection from routine cardiac computed tomography angiograms using latent space classification. 106191 - Guangqi Liu, Qinghai Ding, Haibo Luo, Min Sha, Xiang Li, Moran Ju:
Cx22: A new publicly available dataset for deep learning-based segmentation of cervical cytology images. 106194 - Erman Wu, Xuemeng Fan
Biomarkers discovery for endometrial cancer: A graph convolutional sample network method. 106200 - Alireza Talesh Jafadideh
Topological analysis of brain dynamics in autism based on graph and persistent homology. 106202 - Shen Jiang
TransCUNet: UNet cross fused transformer for medical image segmentation. 106207
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