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@inproceedings{DBLP:conf/icml/AnirudhTBGVS22,
  author       = {Rushil Anirudh and
                  Jayaraman J. Thiagarajan and
                  Peer{-}Timo Bremer and
                  Timothy C. Germann and
                  Sara Y. Del Valle and
                  Frederick H. Streitz},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Accurate Calibration of Agent-based Epidemiological Models with Neural
                  Network Surrogates},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {54--62},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/anirudh22a.html},
  timestamp    = {Wed, 09 Aug 2023 17:07:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AnirudhTBGVS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/CeritliCC22,
  author       = {Taha Ceritli and
                  Andrew P. Creagh and
                  David A. Clifton},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease
                  Progression Modeling},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {41--53},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/ceritli22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CeritliCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/HwangHKY22,
  author       = {Uiwon Hwang and
                  Euideuk Hwang and
                  Minsoo Kang and
                  Sungroh Yoon},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Prediction of Mortality and Intervention in {COVID-19} Patients Using
                  Generative Adversarial Networks},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {91--99},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/hwang22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HwangHKY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/HyNTK22,
  author       = {Truong Son Hy and
                  Viet Bach Nguyen and
                  Long Tran{-}Thanh and
                  Risi Kondor},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Temporal Multiresolution Graph Neural Networks For Epidemic Prediction},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {21--32},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/hy22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HyNTK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/KimSEOY22,
  author       = {Sungnyun Kim and
                  Jaewoo Shin and
                  Seongha Eom and
                  Jihwan Oh and
                  Se{-}Young Yun},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Real-time and Explainable Detection of Epidemics with Global News
                  Data},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {73--90},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/kim22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KimSEOY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/LiuCL22,
  author       = {Qingzhong Liu and
                  Zhongxue Chen and
                  Henry C. Liu},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {A Comparison Study to Detect {COVID-19} Chest X-Ray Images with {SOTA}
                  Deep Learning Models},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {146--153},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/liu22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiuCL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/PaivaPGSAMG22,
  author       = {Bruno Barbosa Miranda de Paiva and
                  Polianna Delfino Pereira and
                  Virginia Mara Reis Gomes and
                  Maira Viana Rego Souza{-}Silva and
                  Cl{\'{a}}udio Mois{\'{e}}s Valiense de Andrade and
                  Milena Soriano Marcolino and
                  Marcos Andr{\'{e}} Gon{\c{c}}alves},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Characterizing and Understanding Temporal Effects in {COVID-19} Data},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {33--40},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/paiva22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PaivaPGSAMG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/PhillipsGKPRORA22,
  author       = {Dominic Phillips and
                  Hans{-}Christof Gasser and
                  Sebesy{\'{e}}n Kamp and
                  Aleksander Palkowski and
                  Lukasz Rabalski and
                  Diego A. Oyarz{\'{u}}n and
                  Ajitha Rajan and
                  Javier Antonio Alfaro},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Generating Immune-aware SARS-CoV-2 Spike Proteins for Universal Vaccine
                  Design},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {100--116},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/phillips22a.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PhillipsGKPRORA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/RazaS22,
  author       = {Shaina Raza and
                  Brian Schwartz},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Detecting Biomedical Named Entities in {COVID-19} Texts},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {117--126},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/raza22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RazaS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/RenSA22,
  author       = {Yuzhuo Ren and
                  Braeden Syrnyk and
                  Niranjan Avadhanam},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Improving Video-based Heart Rate and Respiratory Rate Estimation via
                  Pulse-Respiration Quotient},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {136--145},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/ren22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RenSA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/SilvaRP22,
  author       = {Jo{\~{a}}o Marcos Cardoso da Silva and
                  Pedro Martelleto Bressane Rezende and
                  Moacir Antonelli Ponti},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Detecting and mitigating issues in image-based {COVID-19} diagnosis},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {127--135},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/silva22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SilvaRP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ThiagarajanABGV22,
  author       = {Jayaraman J. Thiagarajan and
                  Rushil Anirudh and
                  Peer{-}Timo Bremer and
                  Timothy C. Germann and
                  Sara Y. Del Valle and
                  Frederick H. Streitz},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Machine Learning-Powered Mitigation Policy Optimization in Epidemiological
                  Models},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {63--72},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/thiagarajan22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ThiagarajanABGV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/WuYLLY22,
  author       = {Fujun Wu and
                  Jianjun Yuan and
                  Yuxi Li and
                  Jinyi Li and
                  Ming Ye},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {ASA-CoroNet: Adaptive Self-attention Network for {COVID-19} Automated
                  Diagnosis using Chest X-ray Images},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {11--20},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/wu22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WuYLLY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/YuanDLHX22,
  author       = {Tongtong Yuan and
                  Lingmei Dong and
                  Bo Liu and
                  Jialiang Huang and
                  Chuangbai Xiao},
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Deep Metric Learning by Exploring Confusing Triplet Embeddings for
                  {COVID-19} Medical Images Diagnosis},
  booktitle    = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  pages        = {1--10},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/yuan22a.html},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YuanDLHX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/icml/2022hcai,
  editor       = {Peng Xu and
                  Tingting Zhu and
                  Pengkai Zhu and
                  David A. Clifton and
                  Danielle Belgrave and
                  Yuanting Zhang},
  title        = {Proceedings of the 1st Workshop on Healthcare {AI} and COVID-19, 22
                  July 2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {184},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v184/},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/2022hcai.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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