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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

B. van Aken, J. Papaioannou, M. Naik, G. Eleftheriadis, W. Nejdl, F. Gers, and A. Löser. CoRR, (2022)
DOI: 10.48550/arXiv.2210.08500

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Christoforos Papaioannou

Ioannis Papaioannou

Michalis Titsias

Michalis Christofi

Iason Papaioannou

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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical TextB. van Aken, J. Papaioannou, M. Naik, G. Eleftheriadis, W. Nejdl, F. Gers, and A. Löser. CoRR, (2022)MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data.T. Han, L. Adams, J. Papaioannou, P. Grundmann, T. Oberhauser, A. Löser, D. Truhn, and K. Bressem. CoRR, (2023)Cross-Lingual Knowledge Transfer for Clinical Phenotyping.J. Papaioannou, P. Grundmann, B. van Aken, A. Samaras, I. Kyparissidis, G. Giannakoulas, F. Gers, and A. Löser. LREC, page 900-909. European Language Resources Association, (2022)medBERT.de: A comprehensive German BERT model for the medical domain.K. Bressem, J. Papaioannou, P. Grundmann, F. Borchert, L. Adams, L. Liu, F. Busch, L. Xu, J. Loyen, S. Niehues and 5 other author(s). Expert Syst. Appl., 237 (Part C): 121598 (March 2024)MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain.K. Bressem, J. Papaioannou, P. Grundmann, F. Borchert, L. Adams, L. Liu, F. Busch, L. Xu, J. Loyen, S. Niehues and 5 other author(s). CoRR, (2023)Generalist embedding models are better at short-context clinical semantic search than specialized embedding models.J. Excoffier, T. Roehr, A. Figueroa, J. Papaioannou, K. Bressem, and M. Ortala. CoRR, (2024)This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.B. van Aken, J. Papaioannou, M. Naik, G. Eleftheriadis, W. Nejdl, F. Gers, and A. Löser. AACL/IJCNLP (1), page 172-184. Association for Computational Linguistics, (2022)Aspect-Based Passage Retrieval with Contextualized Discourse Vectors.J. Papaioannou, M. Mayrdorfer, S. Arnold, F. Gers, K. Budde, and A. Löser. ECIR (2), volume 12657 of Lecture Notes in Computer Science, page 537-542. Springer, (2021)Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.B. van Aken, J. Papaioannou, M. Mayrdorfer, K. Budde, F. Gers, and A. Löser. EACL, page 881-893. Association for Computational Linguistics, (2021)

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Disambiguation of "Papaioannou, Jens-Michalis"

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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Please choose a person to relate this publication to

Christoforos Papaioannou

Ioannis Papaioannou

Michalis Titsias

Michalis Christofi

Iason Papaioannou

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Papaioannou, Jens-Michalis"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Please choose a person to relate this publication to

Christoforos Papaioannou

Ioannis Papaioannou

Michalis Titsias

Michalis Christofi

Iason Papaioannou

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text