Yunan Wu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Gaussian Process

Dynamic Contrast Enhanced Mri

Multiple Instance

Image Categorization

Top Venues

Expert Syst. Appl.

Publications

Jose Pérez-Cano, Yunan Wu, Arne Schmidt, Miguel López-Pérez, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection. Expert Syst. Appl. 240 (2024)
Yi Li, Yunan Wu, Aggelos K. Katsaggelos
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches. CoRR (2024)
Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. Artif. Intell. 331 (2024)
Yunan Wu, Bruno Miguel Machado Rocha, Evangelos Kaimakamis, Grigorios-Aris Cheimariotis, Georgios Petmezas, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. 235 (2024)
Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection. CoRR (2024)
Boxiang Wang, Yunan Wu, Chenglong Ye
The ART of Transfer Learning: An Adaptive and Robust Pipeline. CoRR (2023)
Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. MICCAI (5) (2023)
Hui Lin, Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev, Bradley D. Allen, Ryan Avery, Daniel C. Lee, Daniel Kim, Aggelos K. Katsaggelos
Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI. EUSIPCO (2023)
Yunan Wu, Amil Dravid, Ramsey Michael Wehbe, Aggelos K. Katsaggelos
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels. CoRR (2023)
Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection. CoRR (2023)
Yunan Wu, Roxana Valdez, Clifton Forlines
Cognitive and Emotional Monitoring with Inexpensive Wrist-Worn Consumer-Grade Wearables. PerCom Workshops (2023)
Yunan Wu, Jing Wu, Yuting Dou, Nicholas Rubert, Yi Wang, Jie Deng
A deep learning fusion model with evidence-based confidence level analysis for differentiation of malignant and benign breast tumors using dynamic contrast enhanced MRI. Biomed. Signal Process. Control. 72 (Part) (2022)
Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos
Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes. CoRR (2022)
Bingjie Xu, Yunan Wu, Pengxiao Hao, Marc Vermeulen, Alicia McGeachy, Kate Smith, Katherine Eremin, Georgina Rayner, Giovanni Verri, Florian Willomitzer, Matthias Alfeld, Jack Tumblin, Aggelos K. Katsaggelos, Marc Walton
Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data? CoRR (2022)
Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos
Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes. ICASSP (2022)
Miguel López-Pérez, Arne Schmidt, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection. Comput. Methods Programs Biomed. 219 (2022)
Yunan Wu, Pierre Besson, Emanuel A. Azcona, S. Kathleen Bandt, Todd B. Parrish, Aggelos K. Katsaggelos
Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy. ISBI (2022)
Yunan Wu, Arne Schmidt, Enrique Hernández-Sánchez, Rafael Molina, Aggelos K. Katsaggelos
Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection. MICCAI (2) (2021)
Yunan Wu
Go-selfies: A Fast Selfies Background Removal Method Using ResU-Net Deep Learning. EUSIPCO (2020)
Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. CoRR (2020)
Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. ShapeMI@MICCAI (2020)
Yunan Wu, Lan Wang
A Survey of Tuning Parameter Selection for High-dimensional Regression. CoRR (2019)
Yunan Wu, Lori L. Holt, Ran Liu, Sung-joo Lim
Behavioral and electrophysiological evidence of incidental learning, generalization and retention of speech categories from continuous speech. CogSci (2018)
Yunan Wu, Feng Yang, Ying Liu, Xuefan Zha, Shaofeng Yuan
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification. CoRR (2018)
Yunan Wu, Lori L. Holt
Phonetic category activation drives dimension-based adaptive tuning in speech perception. CogSci (2018)
Yunan Wu, Yuchen Peng, Long Peng, Ling Xu
Super Efficiency of Multicriterion Network Equilibrium Model and Vector Variational Inequality. J. Optim. Theory Appl. 153 (2) (2012)
Yunan Wu, T. C. E. Cheng
An Erratum on the Multiproduct Network Equilibrium Model. Oper. Res. 59 (5) (2011)