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Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020

Carsten Eickhoff, Yubin Kim, Ryen W. White (Editors)


Anthology ID:
2020.wsdm_workshop-2020hsdm
Year:
2020
Venue:
wsdm_workshop
Publisher:
CEUR-WS.org
URL:
http://ceur-ws.org/Vol-2551
DBLP:
conf/wsdm/2020hsdm
BibTeX:
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Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020

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Machine Learning for Healthcare: Beyond i.i.d. Prediction
Zachary C. Lipton

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Applying Information Retrieval to the Electronic Health Record for Cohort Discovery and Rare Disease Detection
William R. Hersh

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Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records
Jan Trienes | Dolf Trieschnigg | Christin Seifert | Djoerd Hiemstra

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Healthcare NER Models Using Language Model Pretraining
Amogh Kamat Tarcar | Aashis Tiwari | Dattaraj Rao | Vineet Naique Dhaimodker | Penjo Rebelo | Rahul Desai

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Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM)
Soumya Suvra Ghosal | Indranil Sarkar | Issmail El Hallaoui

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A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data
Steve Chamberlin | Steven Bedrick | Aaron M. Cohen | Yanshan Wang | Andrew Wen | Sijia Liu | Hongfang Liu | William R. Hersh

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Streaming Gait Assessment for Parkinson's Disease
Cristopher Flagg | Ophir Frieder | Sean MacAvaney | Gholam Motamedi

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Clustering Large-scale Diverse Electronic Medical Records to Aid Annotation for Generic Named Entity Recognition
Nithin Haridas | Yubin Kim