DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach. - Chihcheng Hsieh; Catarina Moreira; Chun Ouyang 001 (ICPM, 2021)

Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach. - Chihcheng Hsieh; Catarina Moreira; Chun Ouyang 001 (CoRR, 2021)

Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box. - Yu-Liang Chou; Chihcheng Hsieh; Catarina Moreira; Chun Ouyang 001; Joaquim Jorge 001; João Madeiras Pereira (CoRR, 2022)

Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis. - Chihcheng Hsieh (IJCAI, 2023)

Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study. - André Luís; Chihcheng Hsieh; Isabel Blanco Nobre; Sandra Costa Sousa; Anderson Maciel; Joaquim Jorge 001; Catarina Moreira (VR Workshops, 2023)

MDF-Net: Multimodal Dual-Fusion Network for Abnormality Detection using CXR Images and Clinical Data. - Chihcheng Hsieh; Isabel Blanco Nobre; Sandra Costa Sousa; Chun Ouyang 001; Margot Brereton; Jacinto C. Nascimento; Joaquim Jorge 001; Catarina Moreira (CoRR, 2023)

DALL-M: Context-Aware Clinical Data Augmentation with LLMs. - Chihcheng Hsieh; Catarina Moreira; Isabel Blanco Nobre; Sandra Costa Sousa; Chun Ouyang 001; Margot Brereton; Joaquim Jorge 001; Jacinto C. Nascimento (CoRR, 2024)

EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion. - Chihcheng Hsieh; André Luís; José Neves; Isabel Blanco Nobre; Sandra Costa Sousa; Chun Ouyang 001; Joaquim Jorge 001; Catarina Moreira (Mach. Learn. Knowl. Extr., 2024)

DALL-M: Context-aware clinical data augmentation with large language models. - Chihcheng Hsieh; Catarina Moreira; Isabel Blanco Nobre; Sandra Costa Sousa; Chun Ouyang 001; Margot Brereton; Joaquim Jorge 001; Jacinto C. Nascimento (Comput. Biol. Medicine, 2025)

Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box. - Catarina Moreira; Yu-Liang Chou; Chihcheng Hsieh; Chun Ouyang 001; João Pereira 001; Joaquim Jorge 001 (ACM Comput. Surv., 2025)