10 Clinical methods and public health

Research output

Research output per year 1985 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 21307 Article
• 1607 Review article
• 912 Chapter
• 818 Comment/Letter to the editor
• 2275 More
  • 496 Report
  • 396 Meeting Abstract
  • 317 Editorial
  • 261 Phd-Thesis - Research and graduation internal
  • 184 Letter
  • 132 Book
  • 127 Conference contribution
  • 59 Book editing
  • 52 Erratum/Corrigendum
  • 48 Short survey
  • 40 Paper
  • 28 Poster
  • 27 Abstract
  • 24 Phd-Thesis - Research and graduation external
  • 16 Book/Film/Article review
  • 13 Web publication or website
  • 11 Preprint
  • 7 Inaugural speech
  • 6 Foreword/postscript
  • 6 Other contribution
  • 6 Working paper
  • 5 Phd-Thesis - Research external and graduation internal
  • 5 Phd-Thesis - Research internal and graduation external
  • 4 Digital or Visual Products
  • 2 Software
  • 1 Special issue (Editorship)
  • 1 Case note
  • 1 Design

Research output per year

Research output per year

Search results

• 2024

  Trust in Artificial Intelligence: Exploring the Influence of Model Presentation and Model Interaction on Trust in a Medical Setting

  Wünn, T., Sent, D., Peute, L. W. P. & Leijnen, S., 2024, Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI 2023, Proceedings. Nowaczyk, S., Biecek, P., Chung, N. C., Vallati, M., Skruch, P., Jaworek-Korjakowska, J., Parkinson, S., Nikitas, A., Atzmüller, M., Kliegr, T., Schmid, U., Bobek, S., Lavrac, N., Peeters, M., van Dierendonck, R., Robben, S., Mercier-Laurent, E., Kayakutlu, G., Owoc, M. L., Mason, K., Wahid, A., Bruno, P., Calimeri, F., Cauteruccio, F., Terracina, G., Wolter, D., Leidner, J. L., Kohlhase, M. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1948 CCIS. p. 76-86 11 p. (Communications in Computer and Information Science; vol. 1948 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models

  Kesen, I., Pedrotti, A., Dogan, M., Cafagna, M., Acikgoz, E. C., Parcalabescu, L., Calixto, I., Frank, A., Gatt, A., Erdem, A. & Erdem, E., 2024, @inproceedings{ anonymous2024vilma, title={Vi{LMA}: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models}, author={Anonymous}, booktitle={The Twelfth International Conference on Learning Representations}, year={2024}, url={https://openreview.net/forum?id=liuqDwmbQJ} }.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
• 2023

  Autoencoder-based prediction of ICU clinical codes

  Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 5 Jun 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer, Vol. 13897. p. 57-62 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• Data Recording for Responsible Robotics

  Skerlj, J., Braun, M., Witz, S., Breuer, S., Bak, M., Scholz, S., Naceri, A., Muller, R., Haddadin, S. & Eisenberger, I., 2023, 2023 IEEE International Conference on Advanced Robotics and Its Social Impacts, ARSO 2023. IEEE Computer Society, Vol. 2023-June. p. 103-109 7 p. (Proceedings of IEEE Workshop on Advanced Robotics and its Social Impacts, ARSO; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Developing an intervention for the joint-management of older patients’ medication-related fall risk.

  Westerbeek, L., Linn, AJ., van Weert, JCM., van Weert, H., Abu-Hanna, A. & Medlock, S., 2023, Australia and New Zealand Falls Prevention Society and World Falls Congress 2023 Joint Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Development of a CDSS and Patient Portal for the Joint Management of Medication-Related Fall Risks

  Westerbeek, L., Linn, AJ., van Weert, JCM., van Weert, H., Abu-Hanna, A. & Medlock, S., 2023, 37th Annual Conference of the European Health Psychology Society: Health Psychology for all: Equity, Inclusiveness and Transformation.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Enhance Return to work after surgery: Unveiling barriers and fascilitators for optimal outcomes

  Strijbos, D. O. & Kuijer, P. P. F. M., 22 Sept 2023, Premus 2023.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Explainable Drug Repurposing in Context via Deep Reinforcement Learning

  Stork, L., Tiddi, I., Spijker, R. & ten Teije, A., 2023, The Semantic Web - 20th International Conference, ESWC 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13870 LNCS. p. 3-20 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Exploring the perspectives of insurance physicians on clients values in social insurance medicine

  Zipfel, N., 28 Sept 2023, Exploring the perspectives of insurance physicians on clients values in social insurance medicine.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care

  Brancato, L., Calixto, I., Abu-Hanna, A. & Vagliano, I., 29 Jun 2023, 21st International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2023). Vol. 305. p. 10-13 4 p. (Studies in health technology and informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• LLM aided semi-supervision for efficient Extractive Dialog Summarization

  Mishra, N., Sahu, G., Calixto, I., Abu-Hanna, A. & Laradji, I., 1 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Bouamor, H., Pino, J. & Bali, K. (eds.). Singapore: Association for Computational Linguistics (ACL), p. 10002-10009 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• LLM aided semi-supervision for Extractive Dialog Summarization

  Mishra, N., Sahu, G., Calixto, I., Abu-Hanna, A. & Laradji, I. H., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 10002-10009 (Findings of the Association for Computational Linguistics: EMNLP 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Modelling the Interplay Between Chronic Stress and Type 2 Diabetes On-Set

  Bumbuc, R. V., Yildirim, V. & Sheraton, M. V., 2023, Computational Science – ICCS 2023 - 23rd International Conference, Proceedings. Mikyška, J., de Mulatier, C., Krzhizhanovskaya, V. V., Sloot, P. M. A., Paszynski, M. & Dongarra, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 14074 LNCS. p. 330-338 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14074 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)

• Semantic match: Debugging feature attribution methods in XAI for healthcare

  Cinà, G., Röber, T. E., Goedhart, R. & Birbil, Ş. İ., 2023, Proceedings of the Conference on Health, Inference, and Learning, CHIL 2023. Sarker, T., Beam, A., Ho, J. C. & Mortazavi, B. J. (eds.). ML Research Press, Vol. 209. p. 182-191 10 p. (Proceedings of Machine Learning Research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Semantic match: Debugging feature attribution methods in XAI for healthcare

  Cina, G., Rober, T. E., Goedhard, R. & Birbil, S. I., 2023, Conference on Health, Inference, and Learning (CHIL). p. 182-190 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• SemEval-2023 Task 1: Visual Word Sense Disambiguation

  Raganato, A., Calixto, I., Ushio, A., Camacho-Collados, J. & Pilehvar, M. T., 1 Jul 2023, Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto, Canada: Association for Computational Linguistics (ACL), p. 2227-2234 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• SmartCHANGE: AI-based long-term health risk evaluation for driving behaviour change strategies in children and youth

  Rescic, N., Alberts, J., Altenburg, T. M., Chinapaw, M. J. M., de Nigro, A., Fenoglio, D., Gjoreski, M., Gradisek, A., Jurak, G., Kiourtis, A., Kyriazis, D., Langheinrich, M., Mancuso, E., Mavrogiorgou, A., Pechenizkiy, M., Pratola, R., Ribeiro, J., Soric, M., Taj, F., Tammelin, T. H., & 4 othersVastenburg, M., Vilanova, A., Vrijkotte, T. G. M. & Lustrek, M., 2023, Proceedings - 2023 International Conference on Applied Mathematics and Computer Science, ICAMCS 2023. Institute of Electrical and Electronics Engineers Inc., p. 81-89 9 p. (Proceedings - 2023 International Conference on Applied Mathematics and Computer Science, ICAMCS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes

  Elfrink, A., Vagliano, I., Abu-Hanna, A. & Calixto, I., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13897 LNAI. p. 193-198 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Surveyed common data access policies preferences amongst European Reference Networks

  Cámara, A., Benis, N., Bernabé, C. S. H., Coelho, I. D. O., le Cornec, C. M. A., Demir, A., Vieira, B. D. S., Ramírez, J. A., van der Velde, K. J., Zhang, S., Cornet, R., Jacobsen, A., Roos, M., Schaefer, F., Swertz, M. A. & Wilkinson, M. D., 2023, SWAT4HCLS 2023 - 14th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences. Yamaguchi, A., Splendiani, A., Marshall, M. S., Baker, C., Bolleman, J., Burger, A., Castro, L. J., Eigenbrod, O., Osterle, S., Romacker, M. & Waagmeester, A. (eds.). CEUR-WS, Vol. 3415. p. 107-111 5 p. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Video-and-Language (VidL) models and their cognitive relevance

  Zonneveld, A., Gatt, A. & Calixto, I., 2023, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. p. 325-338 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• Why is the Winner the Best?

  Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., de Bruijne, M., Depeursinge, A., & 105 othersDorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, Vol. 2023-June. p. 19955-19966 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  6 Citations (Scopus)
• 2022

  Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

  Pereira, J. P. B., Stroes, E. S. G., Zwinderman, A. H. & Levin, E., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Association for the Advancement of Artificial Intelligence, Vol. 36. p. 7984-7992 (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  2 Citations (Scopus)

• Dementia-Related Barriers to mHealth Use: Validation by Expert Opinion

  Engelsma, T., Yurt, A., Jaspers, M. W. & Peute, L. W., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Sacchi, L., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 920-924 5 p. (Studies in Health Technology and Informatics; vol. 294).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)

• Detecting Euphemisms with Literal Descriptions and Visual Imagery

  Kesen, I., Erdem, A., Erdem, E. & Calixto, I., 1 Dec 2022, Proceedings of the 3rd Workshop on Figurative Language Processing (FLP). Abu Dhabi, United Arab Emirates (Hybrid): Association for Computational Linguistics (ACL), p. 61-67 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Early environmental quality and life-course mental health effects: The Equal-Life project

  van Kamp, I., van Wijk, K., Waye, K. P., Kanninen, K., Gulliver, J., Bolte, G., Bozzon, A., Psyllidis, A., Boshuizen, H., Selander, J., van den Hazel, P., Brambilla, M., Balduini, M., Foraster, M., Klatte, M., Spilski, J., Jeram, S., Botteldooren, D., Lercher, P., Ristovska, G., & 9 othersKaprio, J., Schreckenberg, D., Hornikx, M., Fels, J., Weber, M., Braat-Eggen, E., Calvo, J. J., Clark, C. & Vrijkotte, T., 2022, 24th International Congress on Acoustics, ICA 2022 - Proceedings. International Commission for Acoustics (ICA), (Proceedings of the International Congress on Acoustics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Evaluating Glioma Growth Predictions as a Forward Ranking Problem

  van Garderen, K. A., van der Voort, S. R., Wijnenga, M. M. J., Incekara, F., Kapsas, G., Gahrmann, R., Alafandi, A., Smits, M. & Klein, S., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 100-111 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Evaluating mHealth Design for People with Dementia: Preliminary Results

  Engelsma, T., Rippin, L. R., Jaspers, M. W. & Peute, L. W., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Sacchi, L., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 813-814 2 p. (Studies in Health Technology and Informatics; vol. 294).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

• Modeling Dutch Medical Texts for Detecting Functional Categories and Levels of COVID-19 Patients

  Kim, J., Verkijk, S., Vossen, P., Geleijn, E., van der Leeden, M., Meskers, C., Meskers, C., van der Veen, S. & Widdershoven, G., 2022, 2022 Language Resources and Evaluation Conference (LREC 2022). Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 4577-4585 9 p. (2022 Language Resources and Evaluation Conference, LREC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)
• 2021

  Assessing Resolvability and Consistency in OBO Foundry Ontologies: Pilot Study

  Zhang, S., Benis, N. & Cornet, R., 18 Nov 2021, Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era - Proceedings of the 2021 EFMI Special Topic Conference. Delgado, J., Benis, A., de Toledo, P., Gallos, P., Giacomini, M., Martinez-Garcia, A. & Salvi, D. (eds.). IOS Press BV, Vol. 287. p. 104-108 5 p. (Studies in Health Technology and Informatics; vol. 287).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)

• CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration

  Parimbelli, E., Gabetta, M., Lanzola, G., Polce, F., Wilk, S., Glasspool, D., Kogan, A., Leizer, R., Gisko, V., Veggiotti, N., Panzarasa, S., de Groot, R., Ottaviano, M., Sacchi, L., Cornet, R., Peleg, M. & Quaglini, S., 2021, Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. & Riaño, D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12721 LNAI. p. 298-303 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12721 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Crafting On-Skin Interfaces: An Embodied Prototyping Journey

  Restrepo-Villamizar, J., Vos, S., Verhagen, E. & Lallemand, C., 28 Jun 2021, DIS 2021 - Proceedings of the 2021 ACM Designing Interactive Systems Conference: Nowhere and Everywhere. Association for Computing Machinery, Inc, p. 1129-1142 14 p. (DIS 2021 - Proceedings of the 2021 ACM Designing Interactive Systems Conference: Nowhere and Everywhere).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  2 Citations (Scopus)

• Current mHealth Use in dutch dementia care: A guide o action!

  Engelsma, T., Yurt, A., Jaspers, M. W. & Dusseljee-Peute, L., 2021, Context Sensitive Health Informatics: The Role of Informatics in Global Pandemics. Marcilly, R., Dusseljee-Peute, L., Kuziemsky, C. E., Zhu, X., Elkin, P. & Nohr, C. (eds.). IOS Press BV, p. 38-42 5 p. (Studies in Health Technology and Informatics; vol. 286).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)

• Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift

  Rios, M. & Abu-Hanna, A., 2021, Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. & Riaño, D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12721 LNAI. p. 199-208 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12721 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Interpretable Models via Pairwise Permutations Algorithm

  Maasland, T., Pereira, J., Bastos, D., de Goffau, M., Nieuwdorp, M., Zwinderman, A. H. & Levin, E., 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Proceedings. Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L., Krishnamurthy, Y., Kang, B., Largeron, C., Lijffijt, J., Viard, T., Welke, P., Ruocco, M., Aune, E., Gallicchio, C., Schiele, G., Pernkopf, F., Blott, M., Fröning, H., Schindler, G., Guidotti, R., Monreale, A., Rinzivillo, S., Biecek, P., Ntoutsi, E., Pechenizkiy, M., Rosenhahn, B., Buckley, C., Cialfi, D., Lanillos, P., Ramstead, M., Verbelen, T., Ferreira, P. M., Andresini, G., Malerba, D., Medeiros, I., Fournier-Viger, P., Nawaz, M. S., Ventura, S., Sun, M., Zhou, M., Bitetta, V., Bordino, I., Ferretti, A., Gullo, F., Ponti, G., Severini, L., Ribeiro, R., Gama, J., Gavaldà, R., Cooper, L., Ghazaleh, N., Richiardi, J., Roqueiro, D., Saldana Miranda, D., Sechidis, K. & Graça, G. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1524 CCIS. p. 15-25 (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer

  Luik, T. T., Rios, M., Abu-Hanna, A., van Weert, H. C. P. M. & Schut, M. C., 2021, Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. & Riaño, D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12721 LNAI. p. 433-437 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12721 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• The effect of preprocessing on convolutional neural networks for medical image segmentation

  De Raad, K. B., Van Garderen, K. A., Smits, M., Van Der Voort, S. R., Incekara, F., Oei, E. H. G., Hirvasniemi, J., Klein, S. & Starmans, M. P. A., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society Press, p. 655-658 4 p. 9433952. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  18 Citations (Scopus)
• 2020

  DeSpin: A prototype system for detecting spin in biomedical publications

  Koroleva, A., Kamath, S., Bossuyt, P. M. M. & Paroubek, P., 2020, BioNLP 2020 - 19th SIGBioMed Workshop on Biomedical Language Processing, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 49-59 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  1 Citation (Scopus)

• Kirchner, Van Gogh and the Mad Genius Debate

  Prins, LSE., Nov 2020, Rethinking Kirchner | Kirchner Neu Denken. Hirmer Verlag

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Manifold mixing for stacked regularization

  Pereira, J., Stroes, E. S. G., Groen, A. K., Zwinderman, A. H. & Levin, E., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, Vol. 1167 CCIS. p. 444-452 9 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Study partner-and-self-reported difficulties in cognitively complex everyday activities in participants without objective cognitive impairment.

  Verrijp, M., Dubbelman, MA., Nijhuis, E. W. P., Visser, LNC., Zwan, MD., Jutten, RJ., van Hout, HPJ., van der Flier, WM., Scheltens, P. & Sikkes, SAM., 2020, Alzheimer's and Dementia. (Alzheimer's and Dementia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

• Using co-data to empower genomics-based prediction and variable selection

  Münch, MM., Van Nee, MM. & van de Wiel, MA., 2020, Book of short papers - SIS 2020. Pearson, p. 34-39

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2019

  A distantly supervised dataset for automated data extraction from diagnostic studies

  Norman, C., Leeflang, M., Spijker, R., Kanoulas, E. & Névéol, A., 2019, SIGBioMed Workshop on Biomedical Natural Language Processing: BioNLP 2019 : Proceedings of the 18th BioNLP Workshop and Shared Task : August 1, 2019, Florence, Italy. Demner-Fushman, D., Cohen, K. B., Ananiadou, S. & Tsujii, J. (eds.). Stroudsburg, PA: The Association for Computational Linguistics, p. 105-114 10 p. (BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  3 Citations (Scopus)

• An ontology for describing health IT interventions: Methodological considerations

  Ammenwerth, E., Dornauer, V., Ghalandari, M., Jahn, F., de Keizer, N. & Winter, A., 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B. & Ohno-Machado, L. (eds.). IOS Press, Vol. 264. p. 1419-1420 (Studies in Health Technology and Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Automating document discovery in the systematic review process: How to use chaff to extract wheat

  Norman, C., Leeflang, M., Zweigenbaum, P. & Névéol, A., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 3681-3687 (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  2 Citations (Scopus)

• CLEF 2019 technology assisted reviews in empirical medicine overview

  Kanoulas, E., Li, D., Azzopardi, L. & Spijker, R., 2019, Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum: Lugano, Switzerland, September 9-12, 2019. Cappellato, L., Ferro, N., Losada, D. E., Müller, H., Ferro, N., Losada, D. E., Muller, H. & Cappellato, L. (eds.). Aachen: CEUR-WS, Vol. 2380. 31 p. 250. (CEUR Workshop Proceedings; vol. 2380).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  34 Citations (Scopus)

• CLEF ehealth 2019 evaluation lab

  Kelly, L., Goeuriot, L., Suominen, H., Neves, M., Kanoulas, E., Spijker, R., Azzopardi, L., Li, D., Jimmy, Palotti, J. & Zuccon, G., 2019, Advances in Information Retrieval: 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019 : proceedings. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C., Hiemstra, D., Hauff, C., Fuhr, N., Azzopardi, L., Hiemstra, D., Mayr, P. & Stein, B. (eds.). Cham: Springer, Vol. 2. p. 267-274 (Lecture Notes in Computer Science; vol. 11438).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  4 Citations (Scopus)

• DUTCH: A new tool for practitioners for risk assessment of push and pull activities

  Douwes, M., Könemann, R., Hoozemans, M., Kuijer, P. & Vermeulen, H., 2019, Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018) - Volume III: Musculoskeletal Disorders: Volume III: Musculoskeletal Disorders. Tartaglia, R., Albolino, S., Alexander, T., Bagnara, S. & Fujita, Y. (eds.). Springer Verlag, Vol. 820. p. 604-614 11 p. (Advances in Intelligent Systems and Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  1 Citation (Scopus)

• Effectiveness of Interventions for Preventing Injuries in the Construction Industry: Results of an Updated Cochrane Systematic Review

  van der Molen, H. F., Basnet, P., Hoonakker, P. L. T., Lehtola, M. M., Lappalainen, J., Frings-Dresen, M. H. W., Haslam, R. A. & Verbeek, J. H., 2019, Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018) - Volume VIII: Ergonomics and Human Factors in Manufacturing, Agriculture, Building and Construction, Sustainable Development and Mining. Bagnara, S., Fujita, Y., Tartaglia, R., Albolino, S. & Alexander, T. (eds.). Springer Verlag, Vol. 825. p. 438-440 (Advances in Intelligent Systems and Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Evaluation of Participatory Strategies on the Use of Ergonomic Measures and Costs

  Visser, S., van der Molen, H. F., Sluiter, J. K. & Frings-Dresen, M. H. W., 2019, Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018) - Volume VIII: Ergonomics and Human Factors in Manufacturing, Agriculture, Building and Construction, Sustainable Development and Mining. Bagnara, S., Fujita, Y., Tartaglia, R., Albolino, S. & Alexander, T. (eds.). Springer Verlag, Vol. 825. p. 435-437 (Advances in Intelligent Systems and Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• Is teledermoscopy improving general practitioner skin cancer care?

  van Sinderen, F., Tensen, E., van der Heijden, J. P., Witkamp, L., Jaspers, M. W. M. & Peute, L. W. P., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B. & Ohno-Machado, L. (eds.). IOS Press, Vol. 264. p. 1795-1796 2 p. (Studies in Health Technology and Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  5 Citations (Scopus)