Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.
Medical Image Anal., 2021
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.
Medical Image Anal., 2021
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images.
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Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure.
CoRR, 2020
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage.
CoRR, 2020
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage.
Proceedings of the Machine Learning for Healthcare Conference, 2020
A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images.
CoRR, 2019
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images.
Proceedings of the Machine Learning for Healthcare Conference, 2019
Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels.
IEEE Trans. Signal Process., 2018
A deep architecture for audio-visual voice activity detection in the presence of transients.
Signal Process., 2018
Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Multimodal Kernel Method for Activity Detection of Sound Sources.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection.
IEEE Trans. Signal Process., 2016
Kernel Method for Voice Activity Detection in the Presence of Transients.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Audio-Visual Voice Activity Detection Using Diffusion Maps.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Transient Interference Suppression in Speech Signals Based on the OM-LSA Algorithm.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012