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ORCIDComputers in Biology and Medicine, Volume 149
Volume 149, October 2022
- Farhan Sadik
, Ankan Ghosh Dastider, Mohseu Rashid Subah, Tanvir Mahmud, Shaikh Anowarul Fattah:
A dual-stage deep convolutional neural network for automatic diagnosis of COVID-19 and pneumonia from chest CT images. 105806 - Qian Wang, Mou Wang, Yan Yang, Xiaolei Zhang:
Multi-modal emotion recognition using EEG and speech signals. 105907 - Kai Sun, Mengjia He, Yao Xu, Qinying Wu, Zichun He, Wang Li, Hongying Liu, Xitian Pi:
Multi-label classification of fundus images with graph convolutional network and LightGBM. 105909 - Balachandran Manavalan, Jooyoung Lee:
FRTpred: A novel approach for accurate prediction of protein folding rate and type. 105911 - Sonakshi Garg, Sandeep Kumar, Pranab K. Muhuri:
A novel approach for COVID-19 Infection forecasting based on multi-source deep transfer learning. 105915 - Zhou Xu, Yuqun Wang, Man Chen, Qi Zhang:
Multi-region radiomics for artificially intelligent diagnosis of breast cancer using multimodal ultrasound. 105920 - Shamim Mobram, Mansour Vali:
Depression detection based on linear and nonlinear speech features in I-vector/SVDA framework. 105926 - Mun-Ho Choi, Seok Oh, Jang Yeol Choi, Ju Han Kim, Seung-won Lee:
A statistical learning framework for predicting left ventricular ejection fraction based on glutathione peroxidase-3 level in ischemic heart disease. 105929 - Jun Li, Jingbin Huang, Tao Jiang, Liping Tu, Longtao Cui, Ji Cui, Xuxiang Ma, Xinghua Yao, Yulin Shi, Sihan Wang, Yu Wang, Jiayi Liu, Yongzhi Li, Changle Zhou, Xiaojuan Hu, Jiatuo Xu:
A multi-step approach for tongue image classification in patients with diabetes. 105935 - Xiao-Yao Qiu, Hao Wu, Jiangyi Shao:
TALE-cmap: Protein function prediction based on a TALE-based architecture and the structure information from contact map. 105938 - Chao Xin, Zhifang Liu, Keyu Zhao, Linlin Miao, Yizhao Ma, Xiaoxia Zhu, Qiongyan Zhou, Songting Wang, Lingzhi Li, Feng Yang, Suling Xu, Haijiang Chen:
An improved transformer network for skin cancer classification. 105939 - Jiawei Feng, Ning Wang, Jun Zhang, Bin Liu:
iDRBP-ECHF: Identifying DNA- and RNA-binding proteins based on extensible cubic hybrid framework. 105940 - Sercan Yalçin, Hüseyin Vural:
Brain stroke classification and segmentation using encoder-decoder based deep convolutional neural networks. 105941 - Olaide Nathaniel Oyelade, Absalom E. Ezugwu, Hein S. Venter, Seyedali Mirjalili, Amir H. Gandomi:
Abnormality classification and localization using dual-branch whole-region-based CNN model with histopathological images. 105943 - Rocco Furferi, Lapo Governi, Enrico Pinzauti, Andrea Profili, Luca Puggelli, Yary Volpe:
A computational method for the investigation of burn scars topology based on 3D optical scan. 105945
- Mingqiang Li, Boquan Wang, Jianlin Yang, Jia Cao, Chenzhi You, Yizhe Sun, Jing Wang, Dawei Wu:
Multistage adaptive control strategy based on image contour data for autonomous endoscope navigation. 105946
- Jing Zhao, Xiaoyuan Hou, Meiqing Pan, Hui Zhang:
Attention-based generative adversarial network in medical imaging: A narrative review. 105948 - Guoshuai Wang, Zhou Liu, Zhengyong Huang, Na Zhang, Honghong Luo, Lijian Liu, Hao Shen, Canwen Che, Tianye Niu, Dong Liang, Dehong Luo, Zhanli Hu:
Improved GAN: Using a transformer module generator approach for material decomposition. 105952 - Priyalakshmi Sheela, Subha D. Puthankattil:
MVME-RCMFDE framework for discerning hyper-responsivity in Autism Spectrum Disorders. 105958 - Ya-Bian Luo, Yan-Yao Hou, Zhen Wang, Xin-Man Hu, Wei Li, Yan Li, Yong Liu, Tong-Jiang Li, Chunzhi Ai:
Computational prediction for the metabolism of human UDP-glucuronosyltransferase 1A1 substrates. 105959 - Maqsood Hayat, Muhammad Tahir, Fawaz Khaled Alarfaj, Ryan Alturki, Foziah Gazzawe:
NLP-BCH-Ens: NLP-based intelligent computational model for discrimination of malaria parasite. 105962 - Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic:
Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction. 105963 - Hong Liu, Yuzhou Zhuang, Enmin Song, Xiangyang Xu, Chih-Cheng Hung:
A bidirectional multilayer contrastive adaptation network with anatomical structure preservation for unpaired cross-modality medical image segmentation. 105964 - Jiancun Zhou, Zheng Wu, Zixi Jiang, Kai Huang, Kehua Guo, Shuang Zhao:
Background selection schema on deep learning-based classification of dermatological disease. 105966 - Bahrad A. Sokhansanj, Gail L. Rosen:
Predicting COVID-19 disease severity from SARS-CoV-2 spike protein sequence by mixed effects machine learning. 105969 - Haiyan Li, Xiaofang Dong, Wei Shen, Fuhua Ge, Hongsong Li:
Resampling-based cost loss attention network for explainable imbalanced diabetic retinopathy grading. 105970 - Lei Xie, Zan Chen, Xuanshuo Sheng, Qingrun Zeng, Jiahao Huang, Caiyun Wen, Liang Wen, Guoqiang Xie, Yuanjing Feng:
Semi-supervised region-connectivity-based cerebrovascular segmentation for time-of-flight magnetic resonance angiography image. 105972 - Armando Malanda, Daniel W. Stashuk, Javier Navallas-Irujo, Javier Rodríguez-Falces, Ignacio Rodríguez-Carreño, César Valle, Oscar Garnés-Camarena:
Automatic jitter measurement in needle-detected motor unit potential trains. 105973 - Amirhosein Mosavi, Ardashir Mohammadzadeh, Rathinasamy Sakthivel, Chunwei Zhang, Uwe Reuter, Levente Kovács, Hojjat Adeli:
Deep learning fuzzy immersion and invariance control for type-I diabetes. 105975 - Xinyao Li, Haoran Zhao, Tao Ren, Yicong Tian, Aihui Yan, Wei Li:
Inverted papilloma and nasal polyp classification using a deep convolutional network integrated with an attention mechanism. 105976 - Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen:
Detecting the universal adversarial perturbations on high-density sEMG signals. 105978 - Gaurav Srivastava, Nitesh Pradhan, Yashwin Saini:
Ensemble of Deep Neural Networks based on Condorcet's Jury Theorem for screening Covid-19 and Pneumonia from radiograph images. 105979 - Yanfei Liu, Yuxia Jia, Chongzhi Hou, Nan Li, Na Zhang, Xiaosong Yan, Li Yang, Yong Guo, Huangtao Chen, Jun Li, Yuewen Hao, Jixin Liu:
Pathological prognosis classification of patients with neuroblastoma using computational pathology analysis. 105980 - Ying Chen, Taohui Zhou, Yi Chen, Longfeng Feng, Cheng Zheng, Lan Liu, Liping Hu, Bujian Pan:
HADCNet: Automatic segmentation of COVID-19 infection based on a hybrid attention dense connected network with dilated convolution. 105981 - Shenggeng Lin, Guangwei Zhang, Dong-Qing Wei, Yi Xiong:
DeepPSE: Prediction of polypharmacy side effects by fusing deep representation of drug pairs and attention mechanism. 105984 - Essam A. Rashed, Sachiko Kodera, Akimasa Hirata:
COVID-19 forecasting using new viral variants and vaccination effectiveness models. 105986 - Jingsong Shan, Rui Geng, Yue Zhang, Junting Wei, Jinhui Liu, Jianling Bai:
Identification of cuproptosis-related subtypes, establishment of a prognostic model and tumor immune landscape in endometrial carcinoma. 105988 - Manisha Saini, Seba Susan:
Diabetic retinopathy screening using deep learning for multi-class imbalanced datasets. 105989 - Ramesh Sekaran, Ashok Kumar Munnangi, Manikandan Ramachandran, Amir H. Gandomi:
3D brain slice classification and feature extraction using Deformable Hierarchical Heuristic Model. 105990 - Amir Salehi, Lixiao Wang, Philip J. Coates, Lena Norberg Spaak, Xiaolian Gu, Nicola Sgaramella, Karin Nylander:
Reiterative modeling of combined transcriptomic and proteomic features refines and improves the prediction of early recurrence in squamous cell carcinoma of head and neck. 105991
- Zixuan Wang, Meiqin Gong, Yuhang Liu, Shuwen Xiong, Maocheng Wang, Jiliu Zhou, Yongqing Zhang:
Towards a better understanding of TF-DNA binding prediction from genomic features. 105993
- Harsha Vaghasia, Shiralee Sakaria, Jignesh Prajapati, Meenu Saraf, Rakesh M. Rawal:
Interactive bioinformatics analysis for the screening of hub genes and molecular docking of phytochemicals present in kitchen spices to inhibit CDK1 in cervical cancer. 105994 - Sumaira Hussain, Xiaoming Xi, Inam Ullah, Syed Azeem Inam, Farah Naz, Kashif Shaheed, Syed Asif Ali, Cuihuan Tian:
A Discriminative Level Set Method with Deep Supervision for Breast Tumor Segmentation. 105995 - Thong Ba Nguyen, Duy Ngoc Do, My-Le Nguyen-Thi, Hiep Hoang-The, Thanh-Thoa Tran, Tung Nguyen-Thanh:
Identification of potential crucial genes and key pathways shared in Inflammatory Bowel Disease and cervical cancer by machine learning and integrated bioinformatics. 105996
- Satyajit Beura, Pritam Kundu, Amit Kumar Das, Amit Ghosh:
Metagenome-scale community metabolic modelling for understanding the role of gut microbiota in human health. 105997
- Minghan Chen, Chunrui Xu, Ziang Xu, Wei He, Haorui Zhang, Jing Su, Qianqian Song:
Uncovering the dynamic effects of DEX treatment on lung cancer by integrating bioinformatic inference and multiscale modeling of scRNA-seq and proteomics data. 105999 - Shuo Gao, Hao Zhang, Linbin Lai, Jiaqi Zhang, Yu Li, Zhiping Miao, Siddiq Ur Rahman, Honghao Zhang, Airong Qian, Wenjuan Zhang:
S100A10 might be a novel prognostic biomarker for head and neck squamous cell carcinoma based on bioinformatics analysis. 106000 - Xulong Huang, Huajuan Jiang, Jin Pei, Qinghua Wu, Weihua Wu, Chaoxiang Ren, Lanyu Zhou, Yongfeng zhou, Bin Xian, Chao Chen, Yuhang Yan, Lijie Lu, Yue Wang, Xinglong Zhu:
Study on the potential mechanism, therapeutic drugs and prescriptions of insomnia based on bioinformatics and molecular docking. 106001 - Yihan Wu, Min Xia, Li Nie, Yangsong Zhang, Andong Fan:
Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition. 106002 - Abhilash Rakkunedeth Hareendranathan, Arpan Tripathi, Mahesh Raveendranatha Panicker, Yuyue Zhou, Jessica Knight, Jacob L. Jaremko:
Domain-aware contrastive learning for ultrasound hip image analysis. 106004 - Hui Zheng, Robert E. Gerszten, Kathleen E. Corey:
Visualizing biomarkers and their association with clinical outcomes: A machine learning approach. 106005 - Chia-Hung Hsu, Ya-Jyun Chen, Chia-Ning Yang:
An order-to-disorder structural switch regulates HIF-1 transcription through S247 phosphorylation in the HIF1α PAS-B domain. 106006 - V. Brindha, P. Jayashree, P. Karthik, P. Manikandan:
Tumor grading model employing geometric analysis of histopathological images with characteristic nuclei dictionary. 106008 - Pankaj Kumar Jain, Neeraj Sharma, Mannudeep K. Kalra, Amer M. Johri, Luca Saba, Jasjit S. Suri:
Far wall plaque segmentation and area measurement in common and internal carotid artery ultrasound using U-series architectures: An unseen Artificial Intelligence paradigm for stroke risk assessment. 106017
- Ramkumar Thirunavukarasu, C. George Priya Doss, Gnanasambandan Ramanathan, Mohanraj Gopikrishnan, Venketesh Palanisamy:
Towards computational solutions for precision medicine based big data healthcare system using deep learning models: A review. 106020
- Tuhin Roy, Murthy N. Guddati:
Full wave simulation of arterial response under acoustic radiation force. 106021 - Zahra Mehdizadeh-Somarin, Behnaz Salimi, Reza Tavakkoli-Moghaddam, Mahdi Hamid, Anahita Zahertar:
Performance assessment and improvement of a care unit for COVID-19 patients with resilience engineering and motivational factors: An artificial neural network method. 106025
- Vladimir Despotovic, Peter Pocta, Andrej Zgank:
Audio-based Active and Assisted Living: A review of selected applications and future trends. 106027
- Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Óscar Álvarez-Machancoses, Guillermina Bea, Carlos M. Galmarini, Andrzej Kloczkowski:
Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to develop fast-track repositioning of drugs against COVID-19. 106029 - Satakshi Gupta, Neelam Sharma, Naorem Leimarembi Devi, Shipra Jain, Gajendra P. S. Raghava:
Collection, compilation and analysis of bacterial vaccines. 106030 - Pengfei Cheng, Xiaohan Cao, Yusheng Yang, Guoqi Zhang, Yongyi He:
Automatically recognize and segment morphological features of the 3D vertebra based on topological data analysis. 106031 - Siyavash Shabani, Morteza Homayounfar, Varut Vardhanabhuti, Mohammad-Ali Nikouei Mahani, Mohamad Koohi-Moghadam:
Self-supervised region-aware segmentation of COVID-19 CT images using 3D GAN and contrastive learning. 106033 - Jialei Chen, Chong Fu, Haoyu Xie, Xu Zheng, Rong Geng, Chiu-Wing Sham:
Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation. 106034 - Eleni Pitsillou, Julia Liang, Raymond C. Beh, Andrew Hung, Tom C. Karagiannis:
Molecular dynamics simulations highlight the altered binding landscape at the spike-ACE2 interface between the Delta and Omicron variants compared to the SARS-CoV-2 original strain. 106035 - Deep Kumari Yadav, Abhilasha Sharma, Priyanka Dube, Shayma Shaikh, Harsha Vaghasia, Rakesh M. Rawal:
Identification of crucial hub genes and potential molecular mechanisms in breast cancer by integrated bioinformatics analysis and experimental validation. 106036 - Junyu Huo, Wenjie Xie, Xinyi Fan, Peng Sun:
Pyroptosis, apoptosis, and necroptosis molecular subtype derived prognostic signature universal applicable for gastric cancer-A large sample and multicenter retrospective analysis. 106037 - Yu Wang, Yarong Ji, Hongbing Xiao:
A data augmentation method for fully automatic brain tumor segmentation. 106039 - Minsung Ko, Youllee Kim, Hyun Hak Kim, Soohwan Jeong, Dohee Ahn, Sang J. Chung, Hyunggun Kim:
Network pharmacology and molecular docking approaches to elucidate the potential compounds and targets of Saeng-Ji-Hwang-Ko for treatment of type 2 diabetes mellitus. 106041
- Khansa Rasheed, Adnan Qayyum, Mohamed Ghaly, Ala I. Al-Fuqaha, Adeel Razi, Junaid Qadir:
Explainable, trustworthy, and ethical machine learning for healthcare: A survey. 106043
- Zhengling He, Lidong Du, Peng Wang, Pan Xia, Zhe Liu, Yuanlin Song, Xianxiang Chen, Zhen Fang:
Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation. 106044 - Wen Zhang, Rui Xie, Xuefan Dong, Jian Li, Peng Peng, Ernesto Del R. Santibanez-Gonzalez:
SEIR-FMi: A coronavirus disease epidemiological model based on intra-city movement, inter-city movement and medical resource investment. 106046 - Dikshant Sagar, Priya Aggarwal, Akanksha Farswan, Ritu Gupta, Anubha Gupta:
GCRS: A hybrid graph convolutional network for risk stratification in multiple myeloma cancer patients. 106048 - Shivangi Agrawal, Ekta Pathak, Rajeev Mishra, Vibha Mishra, Afifa Parveen, Sunil Kumar Mishra, Parameswarappa S. Byadgi, Sushil Kumar Dubey, Ashvanee Kumar Chaudhary, Vishwambhar Singh, Rameshwar Nath Chaurasia, Neelam Atri:
Computational exploration of the dual role of the phytochemical fortunellin: Antiviral activities against SARS-CoV-2 and immunomodulatory abilities against the host. 106049 - Xu Zheng, Chong Fu, Haoyu Xie, Jialei Chen, Xingwei Wang, Chiu-Wing Sham:
Uncertainty-aware deep co-training for semi-supervised medical image segmentation. 106051 - Carla Sendra-Balcells, Víctor M. Campello, Carlos Martín-Isla, David Viladés, Martín Luís Descalzo, Andrea Guala, José F. Rodríguez Palomares, Karim Lekadir:
Domain generalization in deep learning for contrast-enhanced imaging. 106052
- Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Górriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya:
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. 106053
- Emily L. Kolewe, Saurav Padhye, Ian R. Woodward, Jinyong Wee, Tariq Rahman, Yu Feng, Jenna W. Briddell, Catherine A. Fromen:
Spatial aerosol deposition correlated to anatomic feature development in 6-year-old upper airway computational models. 106058 - S. Akila Agnes, J. Anitha, A. Arun Solomon:
Two-stage lung nodule detection framework using enhanced UNet and convolutional LSTM networks in CT images. 106059
- Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects. 106060
- Jiaji Liu, Huiyan Jiang, Fuzhen Ning, Min Li, Wenbo Pang:
DFSNE-Net: Deviant feature sensitive noise estimate network for low-dose CT denoising. 106061 - Yiqi Wang, Haomiao Tang, Chuang Gao, Meixin Ge, Ziteng Li, Zhiqiang Dong, Liang Zhao:
Flexibility-aware graph model for accurate epitope identification. 106064 - Shangwang Liu, Tongbo Cai, Xiufang Tang, Yangyang Zhang, Changgeng Wang:
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attention. 106065 - Benjamin Nicholls, Chee Siang Ang, Eiman Kanjo, Panote Siriaraya, Saber Mirzaee Bafti, Woon-Hong Yeo, Athanasios Tsanas:
An EMG-based Eating Behaviour Monitoring system with haptic feedback to promote mindful eating. 106068 - Ning Ai, Yong Liang, Hao-Laing Yuan, Dong Ouyang, Xiao-Ying Liu, Shengli Xie, Yu-Han Ji:
MHDMF: Prediction of miRNA-disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network. 106069
- Khalid Alyafei, Rashid Ahmed, Farhan Fuad Abir, Muhammad Enamul Hoque Chowdhury, Khalid Kamal Naji:
A comprehensive review of COVID-19 detection techniques: From laboratory systems to wearable devices. 106070
- Nicolás Vila Blanco, Paulina Varas-Quintana, Ángela Aneiros-Ardao, Inmaculada Tomás, María J. Carreira:
XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions. 106072
- Nusrat Mohi ud din, Rayees Ahmad Dar, Muzafar Rasool, Assif Assad:
Breast cancer detection using deep learning: Datasets, methods, and challenges ahead. 106073
- Essam H. Houssein, Doaa A. Abdelkareem, Marwa M. Emam, Mohamed Abdel Hameed, Mina Younan:
An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm. 106075 - Qihang Ma, Siyuan Zhou, Chengye Li, Feng Liu, Yan Liu, Mingzheng Hou, Yi Zhang:
DGRUnit: Dual graph reasoning unit for brain tumor segmentation. 106079
- B. Sushma, P. Aparna:
Recent developments in wireless capsule endoscopy imaging: Compression and summarization techniques. 106087
- Patrice Monkam, Songbai Jin, Wenkai Lu:
An efficient annotated data generation method for echocardiographic image segmentation. 106090 - Konstantinos Zormpas-Petridis, Nina Tunariu, David J. Collins, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge:
Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI. 106091 - Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. 106093
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