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@inproceedings{DBLP:conf/tml4h/ChengLWJSA23, author = {Yanqi Cheng and Lihao Liu and Shujun Wang and Yueming Jin and Carola{-}Bibiane Sch{\"{o}}nlieb and Angelica I. Avil{\'{e}}s{-}Rivero}, editor = {Hao Chen and Luyang Luo}, title = {Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {177--189}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_15}, doi = {10.1007/978-3-031-39539-0\_15}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/ChengLWJSA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/ChienHT23, author = {Isabel Chien and Javier Gonz{\'{a}}lez Hern{\'{a}}ndez and Richard E. Turner}, editor = {Hao Chen and Luyang Luo}, title = {Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {51--59}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_5}, doi = {10.1007/978-3-031-39539-0\_5}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/ChienHT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/EfstathiadisEKOL23, author = {Georgios Efstathiadis and Patrick Emedom{-}Nnamdi and Arinbj{\"{o}}rn Kolbeinsson and Jukka{-}Pekka Onnela and Junwei Lu}, editor = {Hao Chen and Luyang Luo}, title = {{STASIS:} Reinforcement Learning Simulators for Human-Centric Real-World Environments}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {85--92}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_8}, doi = {10.1007/978-3-031-39539-0\_8}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/EfstathiadisEKOL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/FranceschiZZDAMDS23, author = {Luca Franceschi and Cemre Zor and Muhammad Bilal Zafar and Gianluca Detommaso and C{\'{e}}dric Archambeau and Tamas Madl and Michele Donini and Matthias W. Seeger}, editor = {Hao Chen and Luyang Luo}, title = {Explaining Multiclass Classifiers with Categorical Values: {A} Case Study in Radiography}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {11--24}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_2}, doi = {10.1007/978-3-031-39539-0\_2}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/FranceschiZZDAMDS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/GuerraManzanaresLMS23, author = {Alejandro Guerra{-}Manzanares and L. Julian Lechuga Lopez and Michail Maniatakos and Farah E. Shamout}, editor = {Hao Chen and Luyang Luo}, title = {Privacy-Preserving Machine Learning for Healthcare: Open Challenges and Future Perspectives}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {25--40}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_3}, doi = {10.1007/978-3-031-39539-0\_3}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/GuerraManzanaresLMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/HemkerSJ23, author = {Konstantin Hemker and Zohreh Shams and Mateja Jamnik}, editor = {Hao Chen and Luyang Luo}, title = {CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {60--72}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_6}, doi = {10.1007/978-3-031-39539-0\_6}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/HemkerSJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/KellerDM23, author = {Piotr Keller and Muhammad Dawood and Fayyaz ul Amir Afsar Minhas}, editor = {Hao Chen and Luyang Luo}, title = {Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide Images Beyond Staining?}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {1--10}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_1}, doi = {10.1007/978-3-031-39539-0\_1}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/KellerDM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/KutielCEFR23, author = {Gilad Kutiel and Regev Cohen and Michael Elad and Daniel Freedman and Ehud Rivlin}, editor = {Hao Chen and Luyang Luo}, title = {Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {163--176}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_14}, doi = {10.1007/978-3-031-39539-0\_14}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/KutielCEFR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/KwonJSNP23, author = {Jong Kwon and Jianbo Jiao and Alice Self and Julia Alison Noble and Aris T. Papageorghiou}, editor = {Hao Chen and Luyang Luo}, title = {A Kernel Density Estimation Based Quality Metric for Quality Assessment of Obstetric Ultrasound Video}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {134--146}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_12}, doi = {10.1007/978-3-031-39539-0\_12}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/KwonJSNP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/LeeWHHCL23, author = {Kwanhyung Lee and John Won and Heejung Hyun and Sangchul Hahn and Edward Choi and Joohyung Lee}, editor = {Hao Chen and Luyang Luo}, title = {Self-supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-Grained Time Resolution}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {41--50}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_4}, doi = {10.1007/978-3-031-39539-0\_4}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/LeeWHHCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/LuHW23, author = {Hanxiao Lu and Zeyu Huang and Ren Wang}, editor = {Hao Chen and Luyang Luo}, title = {Enhancing Healthcare Model Trustworthiness Through Theoretically Guaranteed One-Hidden-Layer {CNN} Purification}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {122--133}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_11}, doi = {10.1007/978-3-031-39539-0\_11}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/LuHW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/RuppPP23, author = {Maurice Rupp and Oriane Peter and Thirupathi Pattipaka}, editor = {Hao Chen and Luyang Luo}, title = {ExBEHRT: Extended Transformer for Electronic Health Records}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {73--84}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_7}, doi = {10.1007/978-3-031-39539-0\_7}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/RuppPP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/SchroderZA23, author = {Maresa Schr{\"{o}}der and Alireza Zamanian and Narges Ahmidi}, editor = {Hao Chen and Luyang Luo}, title = {Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {106--121}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_10}, doi = {10.1007/978-3-031-39539-0\_10}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/SchroderZA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/Wang23, author = {Zuhui Wang}, editor = {Hao Chen and Luyang Luo}, title = {Cross-Domain Microscopy Cell Counting By Disentangled Transfer Learning}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {93--105}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_9}, doi = {10.1007/978-3-031-39539-0\_9}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/Wang23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/WangGFHLLB23, author = {Chongyang Wang and Yuan Gao and Chenyou Fan and Junjie Hu and Tin Lum Lam and Nicholas D. Lane and Nadia Bianchi{-}Berthouze}, editor = {Hao Chen and Luyang Luo}, title = {Learn2Agree: Fitting with Multiple Annotators Without Objective Ground Truth}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {147--162}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_13}, doi = {10.1007/978-3-031-39539-0\_13}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/tml4h/WangGFHLLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tml4h/YangXYXLZ23, author = {Xiaoyu Yang and Lijian Xu and Simon Yu and Qing Xia and Hongsheng Li and Shaoting Zhang}, editor = {Hao Chen and Luyang Luo}, title = {Geometry-Based End-to-End Segmentation of Coronary Artery in Computed Tomography Angiography}, booktitle = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, pages = {190--196}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0\_16}, doi = {10.1007/978-3-031-39539-0\_16}, timestamp = {Thu, 25 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/YangXYXLZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/tml4h/2023, editor = {Hao Chen and Luyang Luo}, title = {Trustworthy Machine Learning for Healthcare - First International Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13932}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-39539-0}, doi = {10.1007/978-3-031-39539-0}, isbn = {978-3-031-39538-3}, timestamp = {Sat, 12 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tml4h/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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