Investigation on Sparse Kernel Density Estimator Via Harmony Data Smoothing Learning. - Xuelei Hu; Yingyu Yang (ISNN (1), 2007)

Non-invasive Pressure Estimation in Patients with Pulmonary Arterial Hypertension: Data-Driven or Model-Based? - Yingyu Yang; Stephane Gillon; Jaume Banus; Pamela Moceri; Maxime Sermesant (STACOM@MICCAI, 2019)

Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis. - Yingyu Yang; Maxime Sermesant (FIMH, 2021)

Unsupervised Echocardiography Registration Through Patch-Based MLPs and Transformers. - Zihao Wang 002; Yingyu Yang; Maxime Sermesant; Hervé Delingette (STACOM@MICCAI, 2022)

Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detection. - Yingyu Yang; Marie Rocher; Pamela Moceri; Maxime Sermesant (STACOM@MICCAI, 2022)

Unsupervised Polyaffine Transformation Learning for Echocardiography Motion Estimation. - Yingyu Yang; Maxime Sermesant (FIMH, 2023)

Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion. - Zihao Wang 002; Yingyu Yang; Maxime Sermesant; Hervé Delingette; Ona Wu (CoRR, 2023)

Automatic analysis of cardiac function with artificial intelligence : multimodal approach for portable echocardiographic devices. (Analyse automatique de la fonction cardiaque par intelligence artificielle : approche multimodale pour un dispositif d'échocardiographie portable). - Yingyu Yang (2023)

Uncertainty-Based Multi-modal Learning for Myocardial Infarction Diagnosis Using Echocardiography and Electrocardiograms. - Yingyu Yang; Marie Rocher; Pamela Moceri; Maxime Sermesant (ASMUS@MICCAI, 2024)

Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation. - Zihao Wang 002; Yingyu Yang; Yuzhou Chen; Tingting Yuan 001; Maxime Sermesant; Herve Delingette; Ona Wu (CoRR, 2024)

Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation. - Zihao Wang 002; Yingyu Yang; Yuzhou Chen; Tingting Yuan 001; Maxime Sermesant; Hervé Delingette; Ona Wu (IEEE Trans. Medical Imaging, 2024)

Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. - Yingyu Yang; Qianye Yang; Kangning Cui; Can Peng; Elena D'Alberti; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (CoRR, 2025)

Boolean Operation for CAD Models Using a Hybrid Representation. - Yingyu Yang; Xiaohong Jia 001; Bolun Wang; Jieyin Yang; Shiqing Xin; Dong-Ming Yan 001 (ACM Trans. Graph., 2025)