Selected Publications

You can find a subset of my publications below, with a more complete list here.


Ox

SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals.

Dani Kiyasseh, Tingting Zhu, David A. Clifton

International Conference on Machine Learning (ICML) 2022

Spotlight Presentation

paper blog talk code

Ox

Quantification of Robotic Surgeries with Vision-Based Deep Learning

Dani Kiyasseh, ..., Animashree Anandkumar, Andrew J. Hung

paper blog

Ox

CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age.

Dani Kiyasseh, Tingting Zhu, David A. Clifton

Neural Information Processing Systems (NeurIPS) 2021

paper blog talk

Ox

Segmentation of Left Atrial MR Images via Self-supervised Semi-supervised Meta-learning

Dani Kiyasseh, Albert Swiston, Ronghua Chen, Antong Chen

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021

paper video

Ox

CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients.

Dani Kiyasseh, Tingting Zhu, David A. Clifton

International Conference on Machine Learning (ICML) 2021

Spotlight Presentation

paper blog video code

Ox

Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals.

Dani Kiyasseh, Tingting Zhu, David A. Clifton

Under Review at EMNLP 2022

paper code

Ox
Ox
Ox

The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings.

Dani Kiyasseh, Tingting Zhu, David A. Clifton

IEEE Reviews in Biomedical Engineering, 2020

paper

Ox

PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings.

Dani Kiyasseh, ..., Tingting Zhu, David A. Clifton

IEEE Journal of Biomedical and Health Informatics, 2020

paper