| Dice4el: interpreting process predictions using a milestone-aware counterfactual approach C Hsieh, C Moreira, C Ouyang 2021 3rd International Conference on Process Mining (ICPM), 88-95, 2021 | 40 | 2021 |
| Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning J Neves, C Hsieh, IB Nobre, SC Sousa, C Ouyang, A Maciel, A Duchowski, ... European Journal of Radiology 172, 111341, 2024 | 11 | 2024 |
| Integrating eye-gaze data into cxr dl approaches: A preliminary study A Luís, C Hsieh, IB Nobre, SC Sousa, A Maciel, J Jorge, C Moreira 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and …, 2023 | 9 | 2023 |
| MDF-Net for abnormality detection by fusing X-rays with clinical data C Hsieh, IB Nobre, SC Sousa, C Ouyang, M Brereton, JC Nascimento, ... Scientific Reports 13 (1), 15873, 2023 | 8 | 2023 |
| Benchmarking counterfactual algorithms for xai: From white box to black box C Moreira, YL Chou, C Hsieh, C Ouyang, J Jorge, JM Pereira arXiv preprint arXiv:2203.02399, 2022 | 8 | 2022 |
| Mimic-eye: Integrating mimic datasets with reflacx and eye gaze for multimodal deep learning applications C Hsieh, C Ouyang, JC Nascimento, J Pereira, J Jorge, C Moreira PhysioNet (version 1.0. 0), 2023 | 6 | 2023 |
| Mdf-net: Multimodal dual-fusion network for abnormality detection using cxr images and clinical data C Hsieh, I Blanco Nobre, S Costa Sousa, C Ouyang, M Brereton, ... arXiv e-prints, arXiv: 2302.13390, 2023 | 4 | 2023 |
| Benchmark evaluation of counterfactual algorithms for xai: From a white box to a black box YL Chou, C Hsieh, C Moreira, C Ouyang, J Jorge, J Madeiras Pereira arXiv e-prints, arXiv: 2203.02399, 2022 | 3 | 2022 |
| Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis. C Hsieh IJCAI, 7085-7086, 2023 | 2 | 2023 |
| Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box C Moreira, YL Chou, C Hsieh, C Ouyang, J Pereira, J Jorge ACM Computing Surveys 57 (6), 1-37, 2025 | 1 | 2025 |
| DALL-M: Context-Aware Clinical Data Augmentation with LLMs C Hsieh, C Moreira, IB Nobre, SC Sousa, C Ouyang, M Brereton, J Jorge, ... arXiv preprint arXiv:2407.08227, 2024 | 1 | 2024 |
| EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion C Hsieh, A Luís, J Neves, IB Nobre, SC Sousa, C Ouyang, J Jorge, ... Machine Learning and Knowledge Extraction 6 (2), 1055-1071, 2024 | 1 | 2024 |
Catarina MoreiraAssociate Professor in Machine Learning @Data Science Institute, UTSZweryfikowany adres z uts.edu.au