Netw. Model. Anal. Health Informatics Bioinform.

Keyphrases

Publications

volume 13, number 1, 2024

Rashmita Kumari Mohapatra, Lochan Jolly, Dalamchwami Chen Lyngdoh, Gajendra Kumar Mourya, Iffa Afsa Changaai Mangalote, Syed Intekhab Alam, Sarada Prasad Dakua
A comprehensive survey to study the utilities of image segmentation methods in clinical routine. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Upasana Chutia, Anand Shanker Tewari, Jyoti Prakash Singh
Collapsed lung disease classification by coupling denoising algorithms and deep learning techniques. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Suprativ Saha, Rupak Bhattacharyya, Tanmay Bhattacharya
A rule-based protein classification approach using normalized distance-based encoding method. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Mohamed Emam, Ahmed Tarek, Mohamed Soudy, Agostinho Antunes, Mohamed El Hadidi, Mohamed Hamed
Comparative evaluation of multiomics integration tools for the study of prediabetes: insights into the earliest stages of type 2 diabetes mellitus. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
R. Nithya, T. Kokilavani, T. Lucia Agnes Beena
Balancing cerebrovascular disease data with integrated ensemble learning and SVM-SMOTE. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Mohammed A. Almogaddam, Tagyedeen H. Shoaib, Shaimaa G. A. Mohamed, Gamal A. Mohamed, Sabrin R. M. Ibrahim, Hazem G. A. Hussein, Iklas A. Sindi, Abdulrahim A. Alzain
Computational screening identifies depsidones as promising Aurora A kinase inhibitors: extra precision docking and molecular dynamics studies. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Ibrahim Abed Al-Ghafer, Noor AlAfeshat, Lujain Alshomali, Shaheen Alanee, Hazem Qattous, Mohammad Azzeh, Abedalrhman Alkhateeb
NMF-guided feature selection and genetic algorithm-driven framework for tumor mutational burden classification in bladder cancer using multi-omics data. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Rajashree Chaurasia, Udayan Ghose
XDeMo: a novel deep learning framework for DNA motif mining using transformer models. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Monire Norouzi, Elif Altintas Kahriman
A machine learning-based early diagnosis model for chronic kidney disease using SPegasos. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Sunil Dalal, Jyoti Prakash Singh, Arvind Kumar Tiwari, Abhinav Kumar
Identification of COVID-19 with CT scans using radiomics and DL-based features. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Rahele Mozafari, Fereshteh Shiri, Pouya Karimi, Maryam Salahinejad, Massoud Nejati-Yazdinejad
Identification of new positron emission tomography (PET) imaging agents for the ghrelin receptor in disease through molecular modeling. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Kalyani Karunakaran, Madhavi K. Ganapathiraju, Sanjeev Jain, Samir K. Brahmachari, N. Balakrishnan
Drug contraindications in comorbid diseases: a protein interactome perspective. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Chitra Devi Muthusamy, Ramaswami Murugesh
Integrated deep learning approach for automatic coronary artery segmentation and classification on computed tomographic coronary angiography. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Sudipta Roy, Debojyoti Pal, Tanushree Meena
Explainable artificial intelligence to increase transparency for revolutionizing healthcare ecosystem and the road ahead. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Jianhao Sun, Xiangqin Zeng, Xiang Lei, Mingliang Gao, Qilei Li, Housheng Zhang, Fengli Ba
Medical image super-resolution via transformer-based hierarchical encoder-decoder network. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Dalal Bardou, Laishui Lv, Yasmine Medjadba, Ting Zhang, Ouahiba Chouhal, Mourad Bounezra, Karima Saidi, Youcef Bezza, Aissa Snani
GAD-VAE: generative adversarial disentanglement with variational autoencoders for hair removal in dermoscopy images. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Pradeepa Sampath, N. Sasikaladevi, S. Vimal, Kaliappan M.
OralNet: deep learning fusion for oral cancer identification from lips and tongue images using stochastic gradient based logistic regression. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Himanshu Jain, Arvind Kumar Sinha
Mathematical model of mixed invasive ductal and lobular breast cancer. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Mridul Biswas, Ritodeep Sikdar, Ram Sarkar, Mahantapas Kundu
A CNN model with pseudo dense layers: some case studies on medical image classification. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Wenhao Song, Xiangqin Zeng, Qilei Li, Mingliang Gao, Hui Zhou, Junzhi Shi
CT and MRI image fusion via multimodal feature interaction network. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Trilochan Rout, Anjali Mohapatra, Madhabananda Kar
A systematic review of graph-based explorations of PPI networks: methods, resources, and best practices. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Nadiya Straton
Computational model of engagement with stigmatised sentiment: COVID and general vaccine discourse on social media. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Haiyan Chen, Rongji Li, Xinqi Ma, Zhidong Qiu, Ye Qiu
Network pharmacology and experimental validation to explore the anti-aging mechanism of action of betulinic acid. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Guilherme F. Martins, Thiago S. Castro, Daví A. C. Ferreira
Drug repurposing for the treatment of patients infected with SARS-CoV-2. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Sudip Ghosh, Deepti, Shivam Gupta
et: a unified neural network architecture for brain image classification. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Mojeed Opeyemi Oyedeji
Clinical and dermoscopy image-based deep learning models for skin lesion diagnosis in clinical practice. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Gurpreet Singh, Dharmendra Kumar Khatri
MicroRNA-gene regulatory network of TLR signaling in neuroinflammation-induced Parkinson's disease: a bioinformatics approach. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Md. Anayt Rabbi, Md. Manowarul Islam, Arnisha Akhter, Ashraf Uddin
Investigating key genes and biological pathways for therapeutic drug compound identification and survival analysis of chronic lymphocytic leukemia and hepatitis B associated hepatocellular carcinoma using system biology approach. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Arsineh Boodaghian Asl, Jayanth Raghothama, Adam S. Darwich, Sebastiaan A. Meijer
A hybrid modeling approach to simulate complex systems and classify behaviors. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Oona Rainio, Joonas Liedes, Sarita Murtojärvi, Simona Malaspina, Jukka Kemppainen, Riku Klén
One-click annotation to improve segmentation by a convolutional neural network for PET images of head and neck cancer patients. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Fei Yu, Helal El-Zaatari, Michael R. Kosorok, Andrea Carnegie, Gaurav Dave
The application of exponential random graph models to collaboration networks in biomedical and health sciences: a review. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Claudia Cava, Soudabeh Sabetian, Christian Salvatore, Isabella Castiglioni
Pan-cancer classification of multi-omics data based on machine learning models. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Gendry Alfonso Francia, Jesús Carlos Pedraza Ortega, Manuel Toledano-Ayala, Marco Antonio Aceves-Fernández, Seok-Bum Ko, Saúl Tovar-Arriaga
Unraveling the complexity: deep learning for imbalanced retinal lesion detection and multi-disease identification. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Abdolrahman Peimankar, Ali Ebrahimi, Uffe Kock Wiil
xECG-Beats: an explainable deep transfer learning approach for ECG-based heartbeat classification. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Richard Oliver Matzko, Savas Konur
Technologies for design-build-test-learn automation and computational modelling across the synthetic biology workflow: a review. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Trilochan Rout, Anjali Mohapatra, Madhabananda Kar, Dillip Kumar Muduly
Essential proteins in cancer networks: a graph-based perspective using Dijkstra's algorithm. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Mike C. Chang, Adel Alaeddini
Few-shot classification with prototypical neural network for hospital flow recognition under uncertainty. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Keanelek Enns, Kazi Tabassum Ferdous, Sowmya Balasubramanian, Smita Ghosh, Venkatesh Srinivasan, Alex Thomo
Are brain networks classifiable? Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Kashfia Sailunaz, Deniz Bestepe, Lama Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Suparna Saha, Soumita Seth, Soumadip Ghosh, Guimin Qin, Tapas Bhadra, Soumen Kumar Pati, Somenath Chakraborty, Saurav Mallik
DeMoS: dense module based gene signature detection through quasi-clique: an application to cervical cancer prognosis. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Emmanouil D. Oikonomou, Petros S. Karvelis, Nikolaos Giannakeas, Aristidis Vrahatis, Evripidis Glavas, Alexandros T. Tzallas
How natural language processing derived techniques are used on biological data: a systematic review. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
M. Jeya Sundari, N. C. Brintha
TLOD: Innovative ovarian tumor detection for accurate multiclass classification and clinical application. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Sohaib Asif, Qurrat Ul Ain, Muhammad Awais, Kamran Amjad, Omair Bilal, Raeed Al-Sabri, Monir Abdullah
A deep ensemble learning framework for COVID-19 detection in chest X-ray images. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Aarif Ali, Bashir Ahmad Malla, Showkat Ahmad Ganie, Muneeb U. Rehman, Sheikh Bilal Ahmad
Computational tools and databases at the forefront to study geographic and genomic distribution of SARS-CoV-2 variants. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Carey Yu-Fan Ling, Piau Phang, Siaw-Hong Liew, Vivek Jason Jayaraj, Benchawan Wiwatanapataphee
Exploration of COVID-19 data in Malaysia through mapper graph. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Prokash Gogoi, J. Arul Valan
Privacy-preserving predictive modeling for early detection of chronic kidney disease. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Fadia Falah Hassan, Mohammed Hussein Mushrif, Ahmed AbdulJabbar Suleiman
Investigating novel antifungal strategies through molecular docking & dynamics simulations of oxidative stress response in Candida albicans. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)

volume 12, number 1, 2023