CleverHealth Network: eMOM GDM -Project

Research output

Research output per year 2021 2022 2024

• 13 Article
• 2 Conference article in proceedings
• 1 Review Article

Research output per year

Research output per year

Search results

• 2024

  Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models

  Kumar, Y., Ilin, A., Salo, H., Kulathinal, S., Leinonen, M. K. & Marttinen, P., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 8, p. 3926-3938 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Neural Network 100%
  • Scalability 100%
  • Data Record 40%
  • Performance Model 20%
  • Multiple Domain 20%
  3 Citations (Scopus)

  3 Downloads (Pure)
• 2023

  Identification of DNA N4-methylcytosine sites via multi-view kernel sparse representation model

  Ai, C., Tiwari, P., Yang, H., Ding, Y., Tang, J. & Guo, F., Oct 2023, In: IEEE Transactions on Artificial Intelligence. 4, 5, p. 1236-1245 10 p., 9809784.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • DNA 100%
  • Species 100%
  • Independence 100%
  • Identification 100%
  • Sparse Representation 100%
  4 Citations (Scopus)

  21 Downloads (Pure)

• Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks

  Zhang, Y., Ma, D., Tiwari, P., Zhang, C., Masud, M., Shorfuzzaman, M. & Song, D., 18 May 2023, In: ACM Transactions on Internet Technology. 23, 2, 3533430.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Multimedia 100%
  • Attention (Machine Learning) 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Sarcasm Detection 100%
  • Internet 80%
  12 Citations (Scopus)
• 2022

  Clustering Nursing Sentences-Comparing Three Sentence Embedding Methods

  Moen, H., Suhonen, H., Salanterä, S., Salakoski, T. & Peltonen, L. M., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press, p. 854-858 5 p. (Studies in Health Technology and Informatics; vol. 294).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Nursing 100%
  • Embedding 100%
  • Health 33%
  • Procedures 16%
  • Patient 16%
  2 Citations (Scopus)

  77 Downloads (Pure)

• COVIDNet: An Automatic Architecture for COVID-19 Detection with Deep Learning from Chest X-ray Images

  He, L., Tiwari, P., Su, R., Shi, X., Marttinen, P. & Kumar, N., 1 Jul 2022, In: IEEE Internet of Things Journal. 9, 13, p. 11376-11384 9608952.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Detection 100%
  • Residual Neural Network 100%
  • Contexts 16%
  • Representation 16%
  3 Citations (Scopus)

  129 Downloads (Pure)

• Deep learning for depression recognition with audiovisual cues: A review

  He, L., Niu, M., Tiwari, P., Marttinen, P., Su, R., Jiang, J., Guo, C., Wang, H., Ding, S., Wang, Z., Pan, X. & Dang, W., Apr 2022, In: Information Fusion. 80, p. 56-86 31 p.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  • Deep Learning 100%
  • Depression 100%
  • Representation 25%
  • Diagnosis 25%
  • Detection 12%
  97 Citations (Scopus)

• DepNet: An automated industrial intelligent system using deep learning for video-based depression analysis

  He, L., Guo, C., Tiwari, P., Su, R., Pandey, H. M. & Dang, W., Jul 2022, In: International Journal of Intelligent Systems. 37, 7, p. 3815-3835 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Database 100%
  • Diagnosis 100%
  • Intelligent Systems 100%
  • Models 50%
  18 Citations (Scopus)

  229 Downloads (Pure)

• EEG Based Emotion Recognition: A Tutorial and Review

  Li, X., Zhang, Y., Tiwari, P., Song, D., Hu, B., Yang, M., Zhao, Z., Kumar, N. & Marttinen, P., 2022, In: ACM Computing Surveys. 55, 4, p. 1–57 57 p., 79.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Emotion 100%
  • Electroencephalography 100%
  • Emotion Recognition 100%
  • Research 40%
  • Healthcare 20%
  140 Citations (Scopus)

• Kernel method based on non-linear coherent states in quantum feature space

  Tiwari, P., Dehdashti, S., Obeid, A. K., Marttinen, P. & Bruza, P., 2 Sept 2022, In: Journal of Physics A: Mathematical and Theoretical. 55, 35, 355301.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • State 100%
  • Investigation 22%
  • Data Set 22%
  • Support Vector Machine 22%
  • Impact 11%
  12 Citations (Scopus)

• Machine Learning Assisted Methodology for Multiclass Classification of Malignant Brain Tumors

  Vidyarthi, A., Agarwal, R., Gupta, D., Sharma, R., Draheim, D. & Tiwari, P., 2022, In: IEEE Access. 10, p. 50624-50640 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Classes 100%
  • Machine Learning 100%
  • Algorithms 60%
  • Nearest Neighbor 60%
  • Computer 40%
  35 Citations (Scopus)

  72 Downloads (Pure)

• MLapSVM-LBS: Predicting DNA-binding proteins via a multiple Laplacian regularized support vector machine with local behavior similarity

  Sun, M., Tiwari, P., Qian, Y., Ding, Y. & Zou, Q., 17 Aug 2022, In: KNOWLEDGE-BASED SYSTEMS. 250, p. 1-8 8 p., 109174.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Support Vector Machine 100%
  • Models 66%
  • Identification 16%
  • Accuracy 16%
  • Testing 16%
  16 Citations (Scopus)

  205 Downloads (Pure)

• Modelling methicillin-resistant Staphylococcus aureus decolonization: interactions between body sites and the impact of site-specific clearance

  Poyraz, O., Sater, M. R. A., Miller, L. G., McKinnell, J. A., Huang, S. S., Grad, Y. H. & Marttinen, P., 15 Jun 2022, In: Journal of the Royal Society Interface. 19, 191, 11 p., 20210916.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Methicillin Resistant Staphylococcus Aureus 100%
  • Clearance 100%
  • Methicillin-Resistant Staphylococcus Aureus 100%
  • Combination Therapy 80%
  • Randomized Controlled Trial 80%
  60 Downloads (Pure)

• Multi-scale local-global architecture for person re-identification

  Liu, J., Tiwari, P., Nguyen, T. G., Gupta, D. & Band, S. S., Aug 2022, In: Soft Computing. 26, 16, p. 7967-7977

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Person Re-Identification 100%
  • Models 60%
  • Channels 20%
  • Deep Learning 20%
  • Emergence 20%
  3 Citations (Scopus)

  61 Downloads (Pure)

• Reducing noisy annotations for depression estimation from facial images

  He, L., Tiwari, P., Lv, C., Wu, W. S. & Guo, L., Sept 2022, In: Neural Networks. 153, p. 120-129 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Annotation 100%
  • Deep Feature 100%
  • Deep Architecture 100%
  • Residual Neural Network 100%
  • Networks 50%
  11 Citations (Scopus)

  145 Downloads (Pure)
• 2021

  A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models

  Rissanen, S. & Marttinen, P., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Neural Information Processing Systems Foundation, p. 4207-4217 11 p. (Advances in Neural Information Processing Systems; vol. 6).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Latent Variable Model 100%
  • Consistency 100%
  • Item Response Theory 100%
  • Variables 50%
  • Causal Inference 50%
  11 Citations (Scopus)

  58 Downloads (Pure)

• A soft computing based multi-objective optimization approach for automatic prediction of software cost models

  Singh, S. P., Dhiman, G., Tiwari, P. & Jhaveri, R. H., Dec 2021, In: Applied Soft Computing. 113, 107981.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Software 100%
  • Algorithms 100%
  • Multiobjective 100%
  • Multi-Objective Optimization 100%
  11 Citations (Scopus)

  47 Downloads (Pure)