Supporting Diagnosis of Pathologists with Human-AI Collaboration
PhD thesis, 2025
Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.
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Medical Image Anal., 2024
Majority voting of doctors improves appropriateness of AI reliance in pathology.
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Int. J. Hum. Comput. Stud., 2024
Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models.
Proceedings of the ACM on Web Conference 2024, 2024
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNN.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
A Human-AI Collaborative System to Support Mitosis Assessment in Pathology.
Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies.
Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024
Federated Learning on Distributed Graphs Considering Multiple Heterogeneities.
Proceedings of the IEEE International Conference on Acoustics, 2024
Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology.
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ACM Trans. Comput. Hum. Interact., April, 2023
Efficient Top-k Matching for Publish/Subscribe Ride Hitching.
IEEE Trans. Knowl. Data Eng., April, 2023
SimulE: A novel convolution-based model for knowledge graph embedding.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge.
Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022
Top-$k$k Vehicle Matching in Social Ridesharing: A Price-Aware Approach.
IEEE Trans. Knowl. Data Eng., 2021
Lessons Learned from Designing an AI-Enabled Diagnosis Tool for Pathologists.
Proc. ACM Hum. Comput. Interact., 2021
Design and Implementation of Attitude and Heading Reference System with Extended Kalman Filter Based on MEMS Multi-Sensor Fusion.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021
Top-k Publish/Subscribe for Ride Hitching.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
CrossPath: Top-down, Cross Data Type, Multi-Criterion Histological Analysis by Shepherding Mixed AI Models.
CoRR, 2020
Pedestrian Detection Using Deep Channel Features in Monocular Image Sequences.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016