- Abdullah Ahmed, Adeel Abbasi and Carsten Eickhoff
Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record Deidentification
AMIA Informatics Summit 2021
- Adeel Abbasi, Yasmin Karasu, Cindy Li, Neel R. Sodha, Carsten Eickhoff, Corey E. Ventetuolo
Machine Learning to Predict Hemorrhage and Thrombosis during Extracorporeal Membrane Oxygenation
Critical Care 2020
- Albert Webson, Zhizhong Chen, Carsten Eickhoff, and Ellie Pavlick
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces
EMNLP 2020 
- Yuanfei Dai, Chenhao Guo, Wenzhong Guo and Carsten Eickhoff.
Drug–drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings
Briefings in Bioinformatics 2020
- Michael Blaivas, Laura Blaivas, Gary Phillips, Roland Merchant, Mitchell Levy, Adeel Abbasi, Carsten Eickhoff, Nathan Shapiro, and Keith Corl.
Development of a Deep Learning Network to Classify Inferior Vena Cava Collapse to Predict Fluid Responsiveness
Journal of Ultrasound in Medicine 2020
- Nina Rank, Boris Pfahringer, Jörg Kempfert, Christof Stamm, Titus Kühne, Felix Schoenrath, Volkmar Falk, Carsten Eickhoff and Alexander Meyer
Deep-learning-based Real-time Prediction of Acute Kidney Injury Outperforms Human Predictive Performance
Nature Digital Medicine 2020
- Matthew Stib, Justin Vasquez, Mary Dong, Yun Ho Kim, Sumera Subzwari, Harold Triedman, Amy Wang, Charlene Wang, Anthony Yao, Mahesh Jayaraman, Jerrold Boxerman, Carsten Eickhoff, Ugur Cetintemel, Grayson Baird and Ryan McTaggart
Detecting Large Vessel Occlusion on Multiphase CT Angiography Using a Deep Convolutional Neural Network
Radiology 2020
- Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, and Indra Neil Sarkar.
Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures
AMIA Annual Symposium 2020
- Avi Arampatzis, Evangelos Kanoulas, Theodora Tsikrika, Stefanos Vrochidis, Hideo Joho, Christina Lioma, Carsten Eickhoff, Aurelie Neveol, Linda Cappellato and Nicola Ferro
Experimental IR Meets Multilinguality, Multimodality, and Interaction - Proceedings of the Eleventh International Conference of the CLEF Association (CLEF 2020)
Springer LNCS 2020
- Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurelie Neveol
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum
CLEF 2020
- Jerome Ramos and Carsten Eickhoff
Search Result Explanations Improve Efficiency and Trust
SIGIR 2020 
- Babak Hemmatian, Sabina Sloman, Uriel Cohen Priva, Carsten Eickhoff, and Steven Sloman
Evidence-responsiveness in a Decade of Reddit Discourse about Hot-button Topics
SIGIR 2020
- Cindy Li, Elizabeth Chen, Guergana Savova, Hamish Fraser and Carsten Eickhoff
Mining Misdiagnosis Patterns from Biomedical Literature
AMIA Informatics Summit 2020
- Gil Alon, Elizabeth Chen, Guergana Savova, and Carsten Eickhoff
Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support
AMIA Informatics Summit 2020
- Carsten Eickhoff, Yubin Kim and Ryen W. White
Overview of the Health Search and Data Mining (HSDM 2020) Workshop
WSDM 2020
- Alexander Meyer, Mario Cypko, Carsten Eickhoff, Volkmar Falk and Maximilian Emmert
AI-assisted Care in Medicine: A Revolution or yet Another Blunt Weapon?
European Heart Journal 2019
- Ruochen Zhang, Zenjiang Shen, Carsten Eickhoff and Ellie Pavlick
UndNet: A Mutual Understanding Maximization Framework for Neural Dialogue Generation
Natural Language, Dialogue and Speech Symposium (NDS) 2019
- George Zerveas, Ruochen Zhang, Leila Kim and Carsten Eickhoff
Brown University at TREC Deep Learning 2019
TREC 2019
- Abdullah Ahmed, Bashar Zaidat, Hwai-Liang Tung, Isaac Nathoo, Charles Wang and Carsten Eickhoff
Brown University at TREC Precision Medicine 2019
TREC 2019
- Leandro von Werra, Marcel Schöngens, D. Ece Uzun and Carsten Eickhoff
Generative Adversarial Networks in Precision Oncology
ICTIR 2019
- Carsten Eickhoff, Floran Gmehlin, Anu Patel, Jocelyn Boullier and Hamish Fraser
DC³ - A Diagnostic Case Challenge Collection for Clinical Decision Support
ICTIR 2019
- Yarden Raiskin, Carsten Eickhoff and Patrick E. Beeler
Categorization of Free-text Drug Orders using Character-level Recurrent Neural Networks
International Journal of Medical Informatics 2019
- Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff and Allan Hanbury
On the Effect of Low-Frequency Terms on Neural-IR Models
SIGIR 2019
- Benjamin Insley, Syed Rizvi, Jonathon Cahill, Joshua Stone and Carsten Eickhoff
Deep Neural Net Forecasting of Multiple Sclerosis Disease Severity
71st Annual Meeting of the American Academy of Neurology (AAN)
- Sebastian Hofstätter, Navid Rekabsaz, Mihai Lupu, Carsten Eickhoff and Allan Hanbury
Enriching Word Embeddings for Patent Retrieval with Global Context
ECIR 2019
- Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland, George Zerveas and Gunnar Rätsch
Improving Clinical Predictions through Unsupervised
Time Series Representation Learning
NeurIPS 2018 Machine Learning for Health Workshop (ML4H)
- Xing Wei and Carsten Eickhoff
Embedding Electronic Health Records for Clinical Information Retrieval
Technical Report
- Prakrit Baruah, Riya Dulepet, Kyle Qian and Carsten Eickhoff
Brown University at TREC Precision Medicine 2018.
TREC 2018
- Alexander Meyer, Dina Zverinski, Boris Pfahringer, Jörg Kempfert, Titus Kühne, Simon Sündermann, Christof Stamm, Thomas Hofmann, Volkmar Falk and Carsten Eickhoff
Machine Learning for Real-time Prediction of Complications in Critical Care: A Retrospective Study
The Lancet - Respiratory Medicine
- Harun Mustafa, Ingo Schilken, Mikhail Karasikov Gunnar Rätsch, Carsten Eickhoff and Andre Kahles.
Dynamic Compression Schemes for Graph Coloring
Bioinformatics
- Bogdan Ionescu, Henning Müller, Mauricio Villegas, Alba García Seco De Herrera, Carsten Eickhoff, Vincent Andrearczyk, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Matthew Lungren, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Liting Zhou, Mathias Lux and Cathal Gurrin
Overview of ImageCLEF 2018 - Challenges, Datasets and Evaluation
CLEF 2018
- Alba García Seco De Herrera, Carsten Eickhoff, Vincent Andrearczyk and Henning Müller
Overview of the ImageCLEF 2018 Caption Prediction Tasks
ImageCLEF 2018
- Xing Wei and Carsten Eickhoff
Distant Supervision in Clinical Information Retrieval
AMIA 2018
- Carsten Eickhoff
Cognitive Biases in Crowdsourcing
WSDM 2018
- Jing Yang and Carsten Eickhoff
Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modelling
TOIS
- Thijs Vogels, Octavian-Eugen Ganea and Carsten Eickhoff
Web2Text: Deep Structured Boilerplate Removal
ECIR 2018
- Ferenc Galkó and Carsten Eickhoff
Biomedical Question Answering via Weighted Neural Network Passage Retrieval
ECIR 2018
- Negar Foroutan Eghlidi, Jannick Griner, Nicolas Mesot, Leandro von Werra and Carsten Eickhoff
ETH Zurich at TREC Precision Medicine 2017
TREC 2017
- Carsten Eickhoff, Jacek Gwizdka, Claudia Hauff and Jiyin He
Introduction to the Special Issue on Search as Learning
Information Retrieval (20:5)
- Zsolt Mezei and Carsten Eickhoff
Evaluating Music Recommender Systems for Groups
RecSys 2017 Workshop on Value-Aware Multi-Stakeholder Recommendation
- Noah Hollmann and Carsten Eickhoff
Ranking and Feedback-based Stopping for Recall-centric Document Retrieval
CLEF 2017
- Bogdan Ionescu, Henning Müller, Mauricio Villegas, Helbert Arenas, Giulia Boato, Duc-Tien Dang-Nguyen, Yashin Dicente Cid, Carsten Eickhoff, Alba García Seco De Herrera, Cathal Gurrin, Md Bayzidul Islam, Vassili Kovalev, Vitali Liautchuk, Josiane Mothe, Luca Piras, Michael Ziegler and Immanuel Schwall
Overview of ImageCLEF 2017: Information Extraction from Images
CLEF 2017
- Carsten Eickhoff, Immanuel Schwall, Alba García Seco De Herrera and Henning Müller
Overview of ImageCLEFcaption 2017 – Image Caption Prediction and Concept Detection for Biomedical Images
ImageCLEF 2017
- Rolf Jagerman, Carsten Eickhoff and Maarten de Rijke
Computing Web-scale Topic Models using an Asynchronous Parameter Server
SIGIR 2017
- Piyush Bansal, Carsten Eickhoff and Thomas Hofmann
Active Content-based Crowdsourcing Task Selection
CIKM 2016
- Octavian-Eugen Ganea, Marina Ganea, Aurelien Lucchi, Carsten Eickhoff, and Thomas Hofmann
Probabilistic Bag-of-hyperlinks Model for Entity Linking
The Web Conference 2016
- Maria Han Veiga and Carsten Eickhoff
A Cross-platform Collection of Social Network Profiles
SIGIR 2016
- Wen Li, Carsten Eickhoff, and Arjen P. de Vries
Probabilistic Local Expert Retrieval
ECIR 2016
- Piyush Bansal, Andrey Barsan, Martin Davtyan, and Carsten Eickhoff
Content-aware Crowdsourcing Vote Aggregation
Dutch-Belgian IR Workshop 2016
- Paulina Grnarova, Florian Schmidt, Stephanie L Hyland, and Carsten Eickhoff
Neural document embeddings for intensive care patient mortality prediction
NeurIPS Workshop on Machine Learning for Health 2016
- Maria Han Veiga and Carsten Eickhoff
Privacy Leakage Through Innocent Content Sharing in Online Social Networks
SIGIR Workshop on Privacy Preserving Information Retrieval 2016
- Lorenz Kuhn and Carsten Eickhoff
Implicit Negative Feedback in Clinical Information Retrieval
SIGIR Medical Information Retrieval Workshop 2016
- Jared Niederhauser, Carsten Eickhoff, Aurelien Lucchi and Thomas Hofmann
Efficient Web Search Diversification via Approximate Graph Coverage
CIKM Workshop on Big Network Analytics 2016
- Jeroen Vuurens, Carsten Eickhoff and Arjen P. de Vries
Efficient Parallel Learning of word2vec
ICML Machine Learning Systems Workshop 2016
- Nino Weingart and Carsten Eickhoff
Retrieval Techniques for Contextual Learning
SIGIR Search as Learning Workshop 2016
- Carsten Eickhoff and Arjen P. de Vries
Robust Statistical Methods in Web Retrieval
SIGWEB Newsletter
- Simon Greuter, Philipp Junker, Lorenz Kuhn, Felix Mance, Virgile Mermet, Angela Rellstab and Carsten Eickhoff
ETH Zurich at TREC 2016 Clinical Decision Support
TREC 2016
- Carsten Eickhoff and Victor Lavrenko
Towards Role Detection in Virtual Worlds
Computers in Entertainment 6 (1), 2012
- Leif Azzopardi, Doug Dowie, Sergio Duarte, Carsten Eickhoff, Richard Glassey, Karl Gyllstrom, Djoerd Hiemstra, Franciska De Jong, Frea Kruisinga, Kelly Marshall, et al.
Emse: Supporting Childrens Information Needs within a Hospital Environment
ECIR 2012
- Carsten Eickhoff, Leif Azzopardi, Djoerd Hiemstra, Franciska MG de Jong, Arjen P de Vries, Doug Dowie, Sergio Duarte Torres, Richard Glassey, Karl Gyll-strom, Frea Kruisinga, et al.
Emse: Initial Evaluation of a Child-Friendly Medical Search System
CHIIR 2012
- Carsten Eickhoff, Pieter Dekker and Arjen P. de Vries
Supporting Children's Web Search in School Environments
CHIIR 2012
- Carsten Eickhoff, Christopher G. Harris, Arjen P. de Vries and Padmini Srinivasan
Quality Through Flow and Immersion: Gamifying Crowdsourced Relevance Assessments
SIGIR 2012
- Carsten Eickhoff
Relevance as a Subjective and Situational Multidimensional Concept
SIGIR 2012
- Wen Li, Carsten Eickhoff and Arjen P. de Vries
Want a Coffee? Predicting User Trails
SIGIR 2012
- Karl Gyllstrom, Carsten Eickhoff, Arjen P. de Vries and Marie-Francine Moens
The Downside of Markup: Examining the Harmful Effects of CSS and Javascript on Indexing Today's Web
CIKM 2012
- Gabriella Kazai, Monica Landoni, Carsten Eickhoff and Peter Brusilovsky
BooksOnline'12: 5th Workshop on Online Books, Complementary Social Media and their Impact
CIKM 2012
- Anton Leuski, Carsten Eickhoff, James Ganis and Victor Lavrenko
The Blademistress Corpus: From Talk to Action in Virtual Worlds
LREC 2012
- Gabriella Kazai, Carsten Eickhoff and Peter Brusilovsky
Report on BooksOnline'11: 4th Workshop on Online Books, Complementary Social Media and their Impact
SIGIR Forum 46, 2012
- Carsten Eickhoff, Pavel Serdyukov and Arjen P. de Vries
A Combined Topical/Non-Topical Approach to Identifying Web Sites for Children
WSDM 2011
- Carsten Eickhoff and Arjen P. de Vries
How Crowdsourcable is Your Task?
WSDM 2011 Workshop on Crowdsourcing for Search and Data Mining
- Raynor Vliegendhart, Martha Larson, Christoph Kofler, Carsten Eickhoff and Johan Pouwelse
Inverstigating Factors Influencing Crowdsourcing Tasks with High Imaginative Load
WSDM 2011 Workshop on Crowdsourcing for Search and Data Mining
- Carsten Eickhoff, Tamara Polajnar, Karl Gyllstrom, Sergio Duarte Torres and Richard Glassey
Web Search Query Assistance Functionality for Young Audiences
ECIR 2011
- Gabriella Kazai, Carsten Eickhoff and Peter Brusilovsky
BooksOnline'11: 4th Workshop on Online Books, Complementary Social Media and their Impact
CIKM 2011
- Wen Li, Pavel Serdyukov, Arjen P. de Vries, Carsten Eickhoff and Martha Larson
The Where in the Tweet
CIKM 2011
- Carsten Eickhoff, Christopher G. Harris, Padmini Srinivasan and Arjen P. de Vries
GeAnn: Games for Engaging Annotations
SIGIR 2011 Workshop on Crowdsourcing for Information Retrieval
- Jeroen Vuurens, Arjen P. de Vries and Carsten Eickhoff
How Much Spam Can You Take? An Analysis of Crowdsourcing Results to Increase Accuracy
SIGIR 2011 Workshop on Crowdsourcing for Information Retrieval
- Jeroen Vuurens, Carsten Eickhoff and Arjen P. de Vries
Managing the Quality of Large-Scale Crowdsourcing
TREC 2011
- Carsten Eickhoff, Christopher G. Harris, Padmini Srinivasan and Arjen P. de Vries
GeAnn at the TREC 2011 Crowdsourcing Track
TREC 2011
- Wen li, Carsten Eickhoff and Arjen P. de Vries
DMIR on Microblog Track 2011
TREC 2011