| The COVID-19 ontology A Sargsyan, AT Kodamullil, S Baksi, J Darms, S Madan, S Gebel, ... Bioinformatics 36 (24), 5703-5705, 2020 | 39 | 2020 |
| STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs H Balabin, CT Hoyt, C Birkenbihl, BM Gyori, J Bachman, AT Kodamullil, ... Bioinformatics 38 (6), 1648-1656, 2022 | 28* | 2022 |
| Deep learning-based detection of psychiatric attributes from German mental health records S Madan, FJ Zimmer, H Balabin, S Schaaf, H Fröhlich, J Fluck, I Neuner, ... International Journal of Medical Informatics 161, 104724, 2022 | 11 | 2022 |
| Pre-trained speech representations as feature extractors for speech quality assessment in online conferencing applications B Tamm, H Balabin, R Vandenberghe Proceedings Interspeech 2022, 4083-4087, 2022 | 7 | 2022 |
| How relevant is selective memory population in lifelong language learning? V Araujo, H Balabin, J Hurtado, A Soto, MF Moens Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the …, 2022 | 3 | 2022 |
| Semantic harmonization of Alzheimer’s disease datasets using AD-Mapper P Wegner, H Balabin, MC Ay, S Bauermeister, L Killin, J Gallacher, ... Journal of Alzheimer’s Disease 99 (4), 1409-1423, 2024 | 2 | 2024 |
| On the Utility of Large Language Model Embeddings for Revolutionizing Semantic Data Harmonization in Alzheimer's and Parkinson’s Disease Y Salimi, T Adams, MC Ay, H Balabin, M Jacobs, M Hofmann-Apitius | 1 | 2024 |
| A Comparative Analysis of Language Models for the Classification of Alzheimer’s Disease Based on Connected Speech H Balabin, L Spruyt, E Eycken, I Kabouche, B Tamm, J Schaeverbeke, ... Proceedings of the First Workshop on Artificial Intelligence for Brain …, 2023 | 1 | 2023 |
| Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms H Balabin, AG Liuzzi, J Sun, P Dupont, R Vanderberghe, MF Moens ECAI 2023, 165-173, 2023 | 1 | 2023 |
| ProtSTonKGs: a sophisticated transformer trained on protein sequences, text, and knowledge graphs H Balabin, CT Hoyt, BM Gyori, J Bachman, M Hofmann-Apitius, ... SWAT4HCLS 2022: Semantic Web Applications and Tools for Health Care and Life …, 2022 | 1 | 2022 |
| Multimodal Transformers for Biomedical Text and Knowledge Graph Data H Balabin Hochschule Bonn-Rhein-Sieg-University of Applied Sciences Bonn-Rhein-Sieg …, 2022 | 1 | 2022 |
| Natural language processing‐based classification of early Alzheimer's disease from connected speech H Balabin, B Tamm, L Spruyt, N Dusart, I Kabouche, E Eycken, K Statz, ... Alzheimer's & Dementia, e14530, 2025 | | 2025 |
| Natural language processing‐based analysis of connected speech in prodromal Alzheimer’s disease H Balabin, L Spruyt, E Eycken, I Kabouche, B Tamm, J Schaeverbeke, ... Alzheimer's & Dementia 20, e091238, 2024 | | 2024 |
| A Comprehensive Analysis of the Neural Fits of Sentence Embedding Model Classes H Balabin, AG Liuzzi, J Sun, P Dupont, MF Moens, R Vandenberghe Society for the Neurobiology of Language, Location: Marseille, France, 2023 | | 2023 |