Dani Kiyasseh - RankMe

20 papers A* 3Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A vision-language model and platform for temporally mapping surgery from video. CoRR Dani Kiyasseh
2024	J	`jnl`	SUDO: a framework for evaluating clinical artificial intelligence systems without ground-truth annotations. CoRR Dani Kiyasseh, Aaron Cohen, Chengsheng Jiang, Nicholas Altieri
2023	J	`jnl`	Human visual explanations mitigate bias in AI-based assessment of surgeon skills. npj Digit. Medicine Dani Kiyasseh, Jasper Laca, Taseen F. Haque, Maxwell X. Otiato, Brian J. Miles, Christian Wagner, Daniel A. Donoho, Quoc-Dien Trinh, Animashree Anandkumar, Andrew J. Hung
2023	J	`jnl`	PCPs: Patient Cardiac Prototypes to Probe AI-based Medical Diagnoses, Distill Datasets, and Retrieve Patients. Trans. Mach. Learn. Res. Dani Kiyasseh, Tingting Zhu, David A. Clifton
2022	J	`jnl`	Quantification of Robotic Surgeries with Vision-Based Deep Learning. CoRR Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Jessica H. Nguyen, Christian Wagner, Animashree Anandkumar, Andrew J. Hung
2022	A*	`conf`	SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals. ICML Dani Kiyasseh, Tingting Zhu, David A. Clifton
2022	J	`jnl`	Surgical gestures as a method to quantify surgical performance and predict patient outcomes. npj Digit. Medicine Runzhuo Ma, Ashwin Ramaswamy, Jiashu Xu, Loc Trinh, Dani Kiyasseh, Timothy N. Chu, Elyssa Y. Wong, Ryan S. Lee, Ivan Rodriguez, Gina Demeo, Aditya Desai, Maxwell X. Otiato, Sidney I. Roberts, Jessica H. Nguyen, Jasper Laca, Yan Liu, Katarina Urbanova, Christian Wagner, Animashree Anandkumar, Jim C. Hu, Andrew J. Hung
2022	J	`jnl`	Turath-150K: Image Database of Arab Heritage. CoRR Dani Kiyasseh, Rasheed El-Bouri
2021	A*	`conf`	CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients. ICML Dani Kiyasseh, Tingting Zhu, David A. Clifton
2021	A*	`conf`	CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age. NeurIPS Dani Kiyasseh, Tingting Zhu, David A. Clifton
2021	J	`jnl`	Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2021	—	`conf`	Segmentation of Left Atrial MR Images via Self-supervised Semi-supervised Meta-learning. MICCAI (2) Dani Kiyasseh, Albert Swiston, Ronghua Chen, Antong Chen
2020	J	`jnl`	ALPS: Active Learning via Perturbations. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2020	J	`jnl`	CLOCS: Contrastive Learning of Cardiac Signals. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2020	J	`jnl`	CLOPS: Continual Learning of Physiological Signals. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2020	J	`jnl`	DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2020	J	`jnl`	PCPs: Patient Cardiac Prototypes. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2020	J	`jnl`	PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings. IEEE J. Biomed. Health Informatics Dani Kiyasseh, Girmaw Abebe Tadesse, Nhan Le Nguyen Thanh, Le Van Tan, Louise Thwaites, Tingting Zhu, David A. Clifton
2020	J	`jnl`	SoQal: Selective Oracle Questioning in Active Learning. CoRR Dani Kiyasseh, Tingting Zhu, David A. Clifton
2019	J	`jnl`	Severity Detection Tool for Patients with Infectious Disease. CoRR Girmaw Abebe Tadesse, Tingting Zhu, Nhan Le Nguyen Thanh, Nguyen Thanh Hung, Ha Thi Hai Duong, Truong Huu Khanh, Pham Van Quang, Duc Duong Tran, LamMinh Yen, H. Rogier Van Doorn, Nguyen Van Hao, John Prince, Hamza A. Javed, Dani Kiyasseh, Le Van Tan, Louise Thwaites, David A. Clifton