Ashkan Khakzar
Ashkan Khakzar
Verified email at tum.de
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On the reproducibility of expert-operated and robotic ultrasound acquisitions
R Kojcev, A Khakzar, B Fuerst, O Zettinig, C Fahkry, R DeJong, J Richmon, ...
International journal of computer assisted radiology and surgery 12 (6 …, 2017
122017
Neural Response Interpretation through the Lens of Critical Pathways
A Khakzar, S Baselizadeh, S Khanduja, C Rupprecht, ST Kim, N Navab
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
9*2021
Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation
S Denner, A Khakzar, M Sajid, M Saleh, Z Spiclin, ST Kim, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2020
62020
Learning Interpretable Features via Adversarially Robust Optimization
A Khakzar, S Albarqouni, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2019
62019
Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods
A Khakzar, S Baselizadeh, N Navab
International Conference on Machine Learning (ICML) 2020, Workshop on Human …, 2020
32020
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs
ST Kim, L Goli, M Paschali, A Khakzar, M Keicher, T Czempiel, E Burian, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
12021
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
Y Zhang, A Khakzar, Y Li, A Farshad, ST Kim, N Navab
Neural Information Processing Systems (NeurIPS) 2021, 2021
2021
Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
A Khakzar, S Musatian, J Buchberger, IV Quiroz, N Pinger, S Baselizadeh, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
2021
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features
A Khakzar, Y Zhang, W Mansour, Y Cai, Y Li, Y Zhang, ST Kim, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2021
2021
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