Zobrazeno 1 - 10
of 714
pro vyhledávání: '"Litjens P"'
Autor:
Schouten, Daan, Nicoletti, Giulia, Dille, Bas, Chia, Catherine, Vendittelli, Pierpaolo, Schuurmans, Megan, Litjens, Geert, Khalili, Nadieh
Recent technological advances in healthcare have led to unprecedented growth in patient data quantity and diversity. While artificial intelligence (AI) models have shown promising results in analyzing individual data modalities, there is increasing r
Externí odkaz:
http://arxiv.org/abs/2411.03782
Vision Transformers are at the heart of the current surge of interest in foundation models for histopathology. They process images by breaking them into smaller patches following a regular grid, regardless of their content. Yet, not all parts of an i
Externí odkaz:
http://arxiv.org/abs/2404.18152
Deep learning algorithms, often critiqued for their 'black box' nature, traditionally fall short in providing the necessary transparency for trusted clinical use. This challenge is particularly evident when such models are deployed in local hospitals
Externí odkaz:
http://arxiv.org/abs/2404.07208
Vision Transformers (ViTs) have ushered in a new era in computer vision, showcasing unparalleled performance in many challenging tasks. However, their practical deployment in computational pathology has largely been constrained by the sheer size of w
Externí odkaz:
http://arxiv.org/abs/2312.12619
Diffusion models for text-to-image generation, known for their efficiency, accessibility, and quality, have gained popularity. While inference with these systems on consumer-grade GPUs is increasingly feasible, training from scratch requires large ca
Externí odkaz:
http://arxiv.org/abs/2303.13430
Autor:
Broek, Ronald C. van den, Litjens, Rik, Sagis, Tobias, Siecker, Luc, Verbeeke, Nina, Gajane, Pratik
Decision-making problems of sequential nature, where decisions made in the past may have an impact on the future, are used to model many practically important applications. In some real-world applications, feedback about a decision is delayed and may
Externí odkaz:
http://arxiv.org/abs/2303.00620
Autor:
Reinke, Annika, Tizabi, Minu D., Baumgartner, Michael, Eisenmann, Matthias, Heckmann-Nötzel, Doreen, Kavur, A. Emre, Rädsch, Tim, Sudre, Carole H., Acion, Laura, Antonelli, Michela, Arbel, Tal, Bakas, Spyridon, Benis, Arriel, Blaschko, Matthew, Buettner, Florian, Cardoso, M. Jorge, Cheplygina, Veronika, Chen, Jianxu, Christodoulou, Evangelia, Cimini, Beth A., Collins, Gary S., Farahani, Keyvan, Ferrer, Luciana, Galdran, Adrian, van Ginneken, Bram, Glocker, Ben, Godau, Patrick, Haase, Robert, Hashimoto, Daniel A., Hoffman, Michael M., Huisman, Merel, Isensee, Fabian, Jannin, Pierre, Kahn, Charles E., Kainmueller, Dagmar, Kainz, Bernhard, Karargyris, Alexandros, Karthikesalingam, Alan, Kenngott, Hannes, Kleesiek, Jens, Kofler, Florian, Kooi, Thijs, Kopp-Schneider, Annette, Kozubek, Michal, Kreshuk, Anna, Kurc, Tahsin, Landman, Bennett A., Litjens, Geert, Madani, Amin, Maier-Hein, Klaus, Martel, Anne L., Mattson, Peter, Meijering, Erik, Menze, Bjoern, Moons, Karel G. M., Müller, Henning, Nichyporuk, Brennan, Nickel, Felix, Petersen, Jens, Rafelski, Susanne M., Rajpoot, Nasir, Reyes, Mauricio, Riegler, Michael A., Rieke, Nicola, Saez-Rodriguez, Julio, Sánchez, Clara I., Shetty, Shravya, van Smeden, Maarten, Summers, Ronald M., Taha, Abdel A., Tiulpin, Aleksei, Tsaftaris, Sotirios A., Van Calster, Ben, Varoquaux, Gaël, Wiesenfarth, Manuel, Yaniv, Ziv R., Jäger, Paul F., Maier-Hein, Lena
Publikováno v:
Nature methods, 1-13 (2024)
Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation into practice. However, increasing evidence shows that particularly in im
Externí odkaz:
http://arxiv.org/abs/2302.01790
Autor:
Broek, Ronald C. van den, Litjens, Rik, Sagis, Tobias, Siecker, Luc, Verbeeke, Nina, Gajane, Pratik
We investigate the Multi-Armed Bandit problem with Temporally-Partitioned Rewards (TP-MAB) setting in this paper. In the TP-MAB setting, an agent will receive subsets of the reward over multiple rounds rather than the entire reward for the arm all at
Externí odkaz:
http://arxiv.org/abs/2211.06883
Autor:
Charlotte Koldeweij, Mirèse Kleuskens, Carlijn Litjens, Bryony Dean Franklin, Hubertina C. J. Scheepers, Saskia N. de Wildt
Publikováno v:
BMC Medicine, Vol 22, Iss 1, Pp 1-17 (2024)
Abstract Background Most women use medication during pregnancy. Pregnancy-induced changes in physiology may require antenatal dose alterations. Yet, evidence-based doses in pregnancy are missing. Given historically limited data, pharmacokinetic model
Externí odkaz:
https://doaj.org/article/6cffdb3842394d19908fbe1d7bbf869c
Autor:
Wisanne M. Bakker, Maurice Theunissen, Elife Öztürk, Elisabeth Litjens, Annemie Courtens, Marieke H. J. van den Beuken- van Everdingen, Marc H. Hemmelder
Publikováno v:
BMC Nephrology, Vol 25, Iss 1, Pp 1-9 (2024)
Abstract Background Patients undergoing dialysis have an impaired health-related quality of life (HRQOL). There are conflicting data from small series on whether patient-related factors such as educational level have an impact on experienced HRQOL. T
Externí odkaz:
https://doaj.org/article/b482f623aa0f411399a4cc4587fb9498