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Computers in Biology and Medicine, Volume 151
Volume 151, Number Part A, December 2022
- Chuan Tong, Yanwei Pang, Yueze Wang:
HIWDNet: A hybrid image-wavelet domain network for fast magnetic resonance image reconstruction. 105947 - Madina Hasan, Peter A. Bath
, Carl Marincowitz, Laura Sutton, Richard Pilbery
Pre-hospital prediction of adverse outcomes in patients with suspected COVID-19: Development, application and comparison of machine learning and deep learning methods. 106024 - Amika Achom
An improved Fuzzy based GWO algorithm for predicting the potential host receptor of COVID-19 infection. 106050 - Weiwen Wu
Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization. 106080 - Denis Barucic
Characterization of drug effects on cell cultures from phase-contrast microscopy images. 106171 - Sumanta Ray, Meghana Desai
Systematic mining of patterns of polysubstance use in a nationwide population survey. 106175 - Lionel P. Joseph
Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture. 106178 - Jiangting Cheng, Sihong Zhang, Aoyu Fan, Yaohui Li, Peirong Xu, Jiaqi Huang, Minke He, Hang Wang:
An immune-related gene signature for the prognosis of human bladder cancer based on WGCNA. 106186 - Zhifa Han, Huiyuan Hu, Peiran Yang, Baicun Li, Guiyou Liu
White blood cell count and chronic obstructive pulmonary disease: A Mendelian Randomization study. 106187 - Xiao Zhang, Ricard Gavaldà, Jaume Baixeries
Interpretable prediction of mortality in liver transplant recipients based on machine learning. 106188 - Zhengyang Wu
A novel 3D lumbar vertebrae location and segmentation method based on the fusion envelope of 2D hybrid visual projection images. 106190 - Munhwan Lee
Gene-centric multi-omics integration with convolutional encoders for cancer drug response prediction. 106192 - Matthew Velazquez
Multimodal ensemble model for Alzheimer's disease conversion prediction from Early Mild Cognitive Impairment subjects. 106201 - Qi Sun, Mengyun Dai, Ziyang Lan, Fanggang Cai, Lifang Wei
UCR-Net: U-shaped context residual network for medical image segmentation. 106203 - Ozan Gökkan
A new imbalance-aware loss function to be used in a deep neural network for colorectal polyp segmentation. 106205 - Haojia Wang, Xicheng Chen
E-DU: Deep neural network for multimodal medical image segmentation based on semantic gap compensation. 106206 - Amine Amyar
Multi-task multi-scale learning for outcome prediction in 3D PET images. 106208 - Daniel J. Delbarre
Application of a convolutional neural network to the quality control of MRI defacing. 106211 - Jiaxin Han, Tingting Liu, Xinben Zhang, Yanqing Yang
D3AI-Spike: A deep learning platform for predicting binding affinity between SARS-CoV-2 spike receptor binding domain with multiple amino acid mutations and human angiotensin-converting enzyme 2. 106212 - Xidong Ma, Mei Xie, Zhiqiang Xue, Jie Yao, Yuanyong Wang
HMMR associates with immune infiltrates and acts as a prognostic biomaker in lung adenocarcinoma. 106213 - Bibekananda Jena
A novel minimum generalized cross entropy-based multilevel segmentation technique for the brain MRI/dermoscopic images. 106214 - Meng Wang, Huiyan Jiang
PSR-Nets: Deep neural networks with prior shift regularization for PET/CT based automatic, accurate, and calibrated whole-body lymphoma segmentation. 106215 - Lei Yang
An attention-guided network for surgical instrument segmentation from endoscopic images. 106216 - Maura Cesaria
MEED: A novel robust contrast enhancement procedure yielding highly-convergent thresholding of biofilm images. 106217 - Hengfei Cui
Improving myocardial pathology segmentation with U-Net++ and EfficientSeg from multi-sequence cardiac magnetic resonance images. 106218 - Yuan Zou, Lingkai Cai, Chunxiao Chen
Multi-task deep learning based on T2-Weighted Images for predicting Muscular-Invasive Bladder Cancer. 106219 - Qianqian Zhan
A novel heterogeneous transfer learning method based on data stitching for the sequential coding brain computer interface. 106220 - Zongmo Huang
BS-80K: The first large open-access dataset of bone scan images. 106221 - Shairyar Malik
A novel hybrid meta-heuristic contrast stretching technique for improved skin lesion segmentation. 106222 - Alexander Mair, Michelle Wisotzki, Stefan Bernhard
Classification and regression of stenosis using an in-vitro pulse wave data set: Dependence on heart rate, waveform and location. 106224 - Rinku Supakar
A deep learning based model using RNN-LSTM for the Detection of Schizophrenia from EEG data. 106225 - Xi Chen
Computational modelling of cerebral oedema and osmotherapy following ischaemic stroke. 106226 - Wei Zhu
An efficient multi-threshold image segmentation for skin cancer using boosting whale optimizer. 106227 - Enting Gao, Hui Jiang, Zhibang Zhou, Changxing Yang, Muyang Chen, Weifang Zhu, Fei Shi
Automatic multi-tissue segmentation in pancreatic pathological images with selected multi-scale attention network. 106228 - Xiaotian Pan
An evaluation model for children's foot & ankle deformity severity using sparse multi-objective feature selection algorithm. 106229 - Zhengshan Huang, Yu Guo
Multi-scale feature similarity-based weakly supervised lymphoma segmentation in PET/CT images. 106230 - Meghana Karri
Explainable multi-module semantic guided attention based network for medical image segmentation. 106231 - Aleksandra Suwalska, Yingzhe Wang, Ziyu Yuan, Yanfeng Jiang
CMB-HUNT: Automatic detection of cerebral microbleeds using a deep neural network. 106233 - Hexiao Tang
The mechanism and biomarker function of Cavin-2 in lung ischemia-reperfusion injury. 106234 - James Cushway
Modelling patient specific cardiopulmonary interactions. 106235 - Zhihui He
Repulsion and attraction in searching: A hybrid algorithm based on gravitational kernel and vital few for cancer driver gene prediction. 106236 - Jignesh Prajapati, Dweipayan Goswami, Milan Dabhi
Potential dual inhibition of SE and CYP51 by eugenol conferring inhibition of Candida albicans: Computationally curated study with experimental validation. 106237 - Ziga Pirnar
Characterization and separation of preterm and term spontaneous, induced, and cesarean EHG records. 106238 - Gang Hu, Jingyu Zhong, Xupeng Wang, Guo Wei:
Multi-strategy assisted chaotic coot-inspired optimization algorithm for medical feature selection: A cervical cancer behavior risk study. 106239 - Abdulaziz Alorf
Multi-label classification of Alzheimer's disease stages from resting-state fMRI-based correlation connectivity data and deep learning. 106240 - Hao Li
Human treelike tubular structure segmentation: A comprehensive review and future perspectives. 106241 - Adrian Kania
Multifarious aspects of the chaos game representation and its applications in biological sequence analysis. 106243 - Giuseppe Magazzù, Guido Zampieri
Clinical stratification improves the diagnostic accuracy of small omics datasets within machine learning and genome-scale metabolic modelling methods. 106244 - Ying An
MERGE: A Multi-graph Attentive Representation learning framework integrating Group information from similar patients. 106245 - Min Luo, Yi-ting Wang, Xiao-Kang Wang, Wen-hui Hou, Rui-Lu Huang
A multi-granularity convolutional neural network model with temporal information and attention mechanism for efficient diabetes medical cost prediction. 106246 - A. Thushara:
An efficient Alzheimer's disease prediction based on MEPC-SSC segmentation and momentum geo-transient MLPs. 106247 - Xiaorong Pu, Peng Yi
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer. 106248 - Chenxu Xuan, Yan Wang, Bai Zhang, Hanwen Wu, Tao Ding, Jie Gao:
scBPGRN: Integrating single-cell multi-omics data to construct gene regulatory networks based on BP neural network. 106249 - Zeeshan Asghar, Rehman Ali Shah, Amjad Ali Pasha
Controlling kinetics of self-propelled rod-like swimmers near multi sinusoidal substrate. 106250 - Jiahui Chen
Persistent Laplacian projected Omicron BA.4 and BA.5 to become new dominating variants. 106262 - Yining Xu
Metastasis-related gene identification by compound constrained NMF and a semisupervised cluster approach using pancancer multiomics features. 106263 - Han Li
A generalized framework of feature learning enhanced convolutional neural network for pathology-image-oriented cancer diagnosis. 106265 - Ram Singh
Impact of quarantine on fractional order dynamical model of Covid-19. 106266 - Zitong Wan, Rui Yang
Segment alignment based cross-subject motor imagery classification under fading data. 106267 - Xiaoyi Guo, Prayag Tiwari
Random Fourier features-based sparse representation classifier for identifying DNA-binding proteins. 106268 - Ben Cao
FMG: An observable DNA storage coding method based on frequency matrix game graphs. 106269 - Bo Li, Liang Yu
Cancer classification based on multiple dimensions: SNV patterns. 106270 - Yuan Li
Multi-indicator analysis of mechanical blood damage with five clinical ventricular assist devices. 106271 - Yilan Zhang
A rotation meanout network with invariance for dermoscopy image classification and retrieval. 106272 - Jia Mi
KDE-GAN: A multimodal medical image-fusion model based on knowledge distillation and explainable AI modules. 106273 - Cong Wu
MSRAformer: Multiscale spatial reverse attention network for polyp segmentation. 106274 - Christopher Yew Shuen Ang
Predicting mechanically ventilated patients future respiratory system elastance - A stochastic modelling approach. 106275 - Mohammad Saber Iraji
Druggable protein prediction using a multi-canal deep convolutional neural network based on autocovariance method. 106276 - Shahzaib Iqbal
Recent trends and advances in fundus image analysis: A review. 106277 - Abdulrahman Al-Dailami
Predicting length of stay in ICU and mortality with temporal dilated separable convolution and context-aware feature fusion. 106278 - Xin Ma
A dual-branch hybrid dilated CNN model for the AI-assisted segmentation of meningiomas in MR images. 106279 - Shanshan Wang
In silico approaches uncovering the systematic function of N-phosphorylated proteins in human cells. 106280 - Wei Meng
A lightweight CNN and Transformer hybrid model for mental retardation screening among children from spontaneous speech. 106281 - Chuyuan Wang, Ying Wei
Asymmetry-enhanced attention network for Alzheimer's diagnosis with structural Magnetic Resonance Imaging. 106282 - Muhammad Hassam, Muhammad Arslan Bashir, Sarah Shafi, Noor-ul-Ain Zahra
Identification of potent compounds against SARs-CoV-2: An in-silico based drug searching against Mpro. 106284 - Rimjhim Mohanty, Manoswini Manoswini, Ajit Kumar Dhal, Niladri Ganguly
In silico analysis of a novel protein in CAR T- cell therapy for the treatment of hematologic cancer through molecular modelling, docking, and dynamics approach. 106285 - Zi Yang
Exploring new catechin derivatives as SARS-CoV-2 Mpro inhibitors from tea by molecular networking, surface plasma resonance, enzyme inhibition, induced fit docking, and metadynamics simulations. 106288 - Yao Fu, Runtao Yang
Association prediction of CircRNAs and diseases using multi-homogeneous graphs and variational graph auto-encoder. 106289 - Abdur Rehman, Fatima Noor
Identification of molecular mechanisms underlying the therapeutic effects of Celosia Cristata on immunoglobulin nephropathy. 106290 - Zhiquan Lin
A multi-omics signature to predict the prognosis of invasive ductal carcinoma of the breast. 106291 - Ning Zhang, Long Yu
APT-Net: Adaptive encoding and parallel decoding transformer for medical image segmentation. 106292 - Weitong Zhang, Wangqi Tian, Yifan Wang, Xiaojie Jin, Hui Guo, Yuwei Wang
Explore the mechanism and substance basis of Mahuang FuziXixin Decoction for the treatment of lung cancer based on network pharmacology and molecular docking. 106293 - Shutian Zhao
Denoising of three-dimensional fast spin echo magnetic resonance images of knee joints using spatial-variant noise-relevant residual learning of convolution neural network. 106295 - Jiaqin Liu, Taoli Sun, Sa Liu, Jian Liu, Senbiao Fang, Shengyu Tan, Yucheng Zeng, Bikui Zhang, Wenqun Li
Dissecting the molecular mechanism of cepharanthine against COVID-19, based on a network pharmacology strategy combined with RNA-sequencing analysis, molecular docking, and molecular dynamics simulation. 106298 - Hazem Mohammed
Subject-wise model generalization through pooling and patching for regression: Application on non-invasive systolic blood pressure estimation. 106299 - Jingjing Yan, Jing Tian, Hong Yang, Gangfei Han, Yanling Liu, Hangzhi He, Qinghua Han, Yanbo Zhang:
A clinical decision support system for predicting coronary artery stenosis in patients with suspected coronary heart disease. 106300 - Jinhao Li
Class-Aware Attention Network for infectious keratitis diagnosis using corneal photographs. 106301 - Zhongxuan Gu
Cross attention guided multi-scale feature fusion for false-positive reduction in pulmonary nodule detection. 106302 - Fangjin Liu, Zhen Hua
DBMF: Dual Branch Multiscale Feature Fusion Network for polyp segmentation. 106304 - Minghan Chen, Shishen Jia, Mengfan Xue, Hailiang Huang, Ziang Xu
Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease. 106305 - Xuping Huang
TDD-UNet: Transformer with double decoder UNet for COVID-19 lesions segmentation. 106306 - Kokila Bharti Jaiswal
Heart rate estimation network from facial videos using spatiotemporal feature image. 106307 - Pulak Kumar Ray
Numerical assessment of hemodynamic perspectives of a left ventricular assist device and subsequent proposal for improvisation. 106309 - Asad Jan, Maqsood Hayat, Mohammad O. Wedyan
Target-AMP: Computational prediction of antimicrobial peptides by coupling sequential information with evolutionary profile. 106311 - Xin Cheng, Yejun Tan
Fecal 16S rRNA sequencing and multi-compartment metabolomics revealed gut microbiota and metabolites interactions in APP/PS1 mice. 106312 - Chirag N. Patel
Computational investigation of natural compounds as potential main protease (Mpro) inhibitors for SARS-CoV-2 virus. 106318 - Chiagoziem Chima Ukwuoma
Dual_Pachi: Attention-based dual path framework with intermediate second order-pooling for Covid-19 detection from chest X-ray images. 106324 - Amit Arvind Rajbhoj
Age- and sex-related differences in 3D facial shape and muscle pressure in subjects with normal occlusion. 106325 - Hani Alquhayz
The multi-level classification network (MCN) with modified residual U-Net for ischemic stroke lesions segmentation from ATLAS. 106332
Volume 151, Number Part B, December 2022
- Chongwei Wu, Langyuan Fu, Zhiying Tian, Jiao Liu, Jiangdian Song, Wei Guo, Yu Zhao, Duo Zheng, Ying Jin, Dongxu Yi, Xiran Jiang:
LWMA-Net: Light-weighted morphology attention learning for human embryo grading. 106242 - Diping Song, Fei Li, Cheng Li, Jian Xiong, Junjun He, Xiulan Zhang
Asynchronous feature regularization and cross-modal distillation for OCT based glaucoma diagnosis. 106283 - Sukkum Ngullie Chang, Seketoulie Keretsu, Sun Chul Kang
Evaluation of decursin and its isomer decursinol angelate as potential inhibitors of human glutamate dehydrogenase activity through in silico and enzymatic assay screening. 106287 - Ke Niu, Zhongmin Guo, Xueping Peng
P-ResUnet: Segmentation of brain tissue with Purified Residual Unet. 106294 - Yue Huang, YingBo Ren, Hai Yang, YiJie Ding
Using a machine learning-based risk prediction model to analyze the coronary artery calcification score and predict coronary heart disease and risk assessment. 106297 - Guangxu Li
NerveStitcher: Corneal confocal microscope images stitching with neural networks. 106303 - Eshika Jaiswal, Christoph Globisch
Knowledge-driven design and optimization of potent symmetric anticancer molecules: A case study on PKM2 activators. 106313 - Tzu-Hsien Yang
YMLA: A comparative platform to carry out functional enrichment analysis for multiple gene lists in yeast. 106314 - Haowei Tai
3-D H-scan ultrasound imaging of relative scatterer size using a matrix array transducer and sparse random aperture compounding. 106316 - Nourelhouda Groun
A novel data-driven method for the analysis and reconstruction of cardiac cine MRI. 106317 - Shaherin Basith, Balachandran Manavalan, Gwang Lee
Amyotrophic lateral sclerosis disease-related mutations disrupt the dimerization of superoxide dismutase 1 - A comparative molecular dynamics simulation study. 106319 - Xin Deng, Jiahao Zhang, Rui Liu
Classifying ASD based on time-series fMRI using spatial-temporal transformer. 106320 - Hua Shi
ToxMVA: An end-to-end multi-view deep autoencoder method for protein toxicity prediction. 106322 - Dixin Zhou, Fei Liu, Yiwen Zheng, Liangjian Hu, Tao Huang
Deffini: A family-specific deep neural network model for structure-based virtual screening. 106323 - Xiang Li, Ying Wei
Learning to segment subcortical structures from noisy annotations with a novel uncertainty-reliability aware learning framework. 106326 - Dajana Miljanovic, Mehdi Seyedmahmoudian, Ben Horan, Alex Stojcevski
Novel and accurate 3D-Printed surgical guide for mandibular reconstruction with integrated dental implants. 106327 - Sihui Wang, Ailian Jiang, Xiaotian Li, Yanfang Qiu, Mengyang Li, Feixiang Li:
DPBET: A dual-path lung nodules segmentation model based on boundary enhancement and hybrid transformer. 106330 - Lian Duan
Dynamic changes in spatiotemporal transcriptome reveal maternal immune dysregulation of autism spectrum disorder. 106334 - Bicao Li
PET and MRI image fusion based on a dense convolutional network with dual attention. 106339 - Jie Yang, Faming Wang
A 7-segment numerical hand-glove/mitten model for predicting thermophysiological responses of the human hand in extremely cold conditions. 106351 - Qingfeng Tang, Zhiqiang Pan, Changlong Tao, Jing Jiang, Benyue Su
Vascular age acquired from the pulse signal: A new index to screen early vascular aging. 106355
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