Chihcheng Hsieh

11 papers A* 1B 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box.
ACM Comput. Surv.
Catarina Moreira, Yu-Liang Chou, Chihcheng Hsieh, Chun Ouyang, João Pereira, Joaquim Jorge
2025 J jnl
DALL-M: Context-aware clinical data augmentation with large language models.
Comput. Biol. Medicine
Chihcheng Hsieh, Catarina Moreira, Isabel Blanco Nobre, Sandra Costa Sousa, Chun Ouyang, Margot Brereton, Joaquim Jorge, Jacinto C. Nascimento
2024 J jnl
DALL-M: Context-Aware Clinical Data Augmentation with LLMs.
CoRR
Chihcheng Hsieh, Catarina Moreira, Isabel Blanco Nobre, Sandra Costa Sousa, Chun Ouyang, Margot Brereton, Joaquim Jorge, Jacinto C. Nascimento
2024 J jnl
EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion.
Mach. Learn. Knowl. Extr.
Chihcheng Hsieh, André Luís, José Neves, Isabel Blanco Nobre, Sandra Costa Sousa, Chun Ouyang, Joaquim Jorge, Catarina Moreira
2023 A* conf
Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis.
IJCAI
Chihcheng Hsieh
2023 — conf
Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study.
VR Workshops
André Luís, Chihcheng Hsieh, Isabel Blanco Nobre, Sandra Costa Sousa, Anderson Maciel, Joaquim Jorge, Catarina Moreira
2023 J jnl
Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study.
CoRR
André Luís, Chihcheng Hsieh, Isabel Blanco Nobre, Sandra Costa Sousa, Anderson Maciel, Catarina Moreira, Joaquim Jorge
2023 J jnl
MDF-Net: Multimodal Dual-Fusion Network for Abnormality Detection using CXR Images and Clinical Data.
CoRR
Chihcheng Hsieh, Isabel Blanco Nobre, Sandra Costa Sousa, Chun Ouyang, Margot Brereton, Jacinto C. Nascimento, Joaquim Jorge, Catarina Moreira
2022 J jnl
Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box.
CoRR
Yu-Liang Chou, Chihcheng Hsieh, Catarina Moreira, Chun Ouyang, Joaquim Jorge, João Madeiras Pereira
2021 B conf
DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.
ICPM
Chihcheng Hsieh, Catarina Moreira, Chun Ouyang
2021 J jnl
Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.
CoRR
Chihcheng Hsieh, Catarina Moreira, Chun Ouyang