Zobrazeno 1 - 10
of 20 998
pro vyhledávání: '"Theis A"'
Autor:
Schneider, Helen, Nowak, Sebastian, Parikh, Aditya, Layer, Yannik C., Theis, Maike, Block, Wolfgang, Sprinkart, Alois M., Attenberger, Ulrike, Sifa, Rafet
Image-based diagnostic decision support systems (DDSS) utilizing deep learning have the potential to optimize clinical workflows. However, developing DDSS requires extensive datasets with expert annotations and is therefore costly. Leveraging report
Externí odkaz:
http://arxiv.org/abs/2410.21014
Autor:
Binz, Marcel, Akata, Elif, Bethge, Matthias, Brändle, Franziska, Callaway, Fred, Coda-Forno, Julian, Dayan, Peter, Demircan, Can, Eckstein, Maria K., Éltető, Noémi, Griffiths, Thomas L., Haridi, Susanne, Jagadish, Akshay K., Ji-An, Li, Kipnis, Alexander, Kumar, Sreejan, Ludwig, Tobias, Mathony, Marvin, Mattar, Marcelo, Modirshanechi, Alireza, Nath, Surabhi S., Peterson, Joshua C., Rmus, Milena, Russek, Evan M., Saanum, Tankred, Scharfenberg, Natalia, Schubert, Johannes A., Buschoff, Luca M. Schulze, Singhi, Nishad, Sui, Xin, Thalmann, Mirko, Theis, Fabian, Truong, Vuong, Udandarao, Vishaal, Voudouris, Konstantinos, Wilson, Robert, Witte, Kristin, Wu, Shuchen, Wulff, Dirk, Xiong, Huadong, Schulz, Eric
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the human mind in
Externí odkaz:
http://arxiv.org/abs/2410.20268
Autor:
Béraud, Pauline, Rioux, Margaux, Babany, Michel, de La Chevasnerie, Philippe, Theis, Damien, Teodori, Giacomo, Pinguet, Chloé, Rigaud, Romane, Leclerc, François
Electricity forecasting has been a recurring research topic, as it is key to finding the right balance between production and consumption. While most papers are focused on the national or regional scale, few are interested in the household level. Des
Externí odkaz:
http://arxiv.org/abs/2410.14416
Autor:
Bunne, Charlotte, Roohani, Yusuf, Rosen, Yanay, Gupta, Ankit, Zhang, Xikun, Roed, Marcel, Alexandrov, Theo, AlQuraishi, Mohammed, Brennan, Patricia, Burkhardt, Daniel B., Califano, Andrea, Cool, Jonah, Dernburg, Abby F., Ewing, Kirsty, Fox, Emily B., Haury, Matthias, Herr, Amy E., Horvitz, Eric, Hsu, Patrick D., Jain, Viren, Johnson, Gregory R., Kalil, Thomas, Kelley, David R., Kelley, Shana O., Kreshuk, Anna, Mitchison, Tim, Otte, Stephani, Shendure, Jay, Sofroniew, Nicholas J., Theis, Fabian, Theodoris, Christina V., Upadhyayula, Srigokul, Valer, Marc, Wang, Bo, Xing, Eric, Yeung-Levy, Serena, Zitnik, Marinka, Karaletsos, Theofanis, Regev, Aviv, Lundberg, Emma, Leskovec, Jure, Quake, Stephen R.
The cell is arguably the most fundamental unit of life and is central to understanding biology. Accurate modeling of cells is important for this understanding as well as for determining the root causes of disease. Recent advances in artificial intell
Externí odkaz:
http://arxiv.org/abs/2409.11654
Channel simulation involves generating a sample $Y$ from the conditional distribution $P_{Y|X}$, where $X$ is a remote realization sampled from $P_X$. This paper introduces a novel approach to approximate Gaussian channel simulation using dithered qu
Externí odkaz:
http://arxiv.org/abs/2407.12970
Autor:
Palma, Alessandro, Richter, Till, Zhang, Hanyi, Lubetzki, Manuel, Tong, Alexander, Dittadi, Andrea, Theis, Fabian
Generative modeling of single-cell RNA-seq data has shown invaluable potential in community-driven tasks such as trajectory inference, batch effect removal and gene expression generation. However, most recent deep models generating synthetic single c
Externí odkaz:
http://arxiv.org/abs/2407.11734
Learning disentangled representations from unlabelled data is a fundamental challenge in machine learning. Solving it may unlock other problems, such as generalization, interpretability, or fairness. Although remarkably challenging to solve in theory
Externí odkaz:
http://arxiv.org/abs/2407.07829
Autor:
Gilbert, Peter B., Peng, James, Han, Larry, Lange, Theis, Lu, Yun, Nie, Lei, Shih, Mei-Chiung, Waddy, Salina P., Wiley, Ken, Yann, Margot, Zafari, Zafar, Ghosh, Debashis, Follmann, Dean, Juraska, Michal, Díaz, Iván
For many rare diseases with no approved preventive interventions, promising interventions exist, yet it has been difficult to conduct a pivotal phase 3 trial that could provide direct evidence demonstrating a beneficial effect on the target disease o
Externí odkaz:
http://arxiv.org/abs/2407.06350
Autor:
Theis Aagaard, Joanne Reekie, Mette Jørgensen, Ashley Roen, Gedske Daugaard, Lena Specht, Henrik Sengeløv, Amanda Mocroft, Jens Lundgren, Marie Helleberg
Publikováno v:
Cancer Medicine, Vol 9, Iss 9, Pp 3033-3042 (2020)
Abstract Febrile neutropenia (FN) is a critical complication of chemotherapy associated with increased in‐hospital mortality. However, associations with increased mortality and intensive care unit (ICU) admissions during longer follow‐up are not
Externí odkaz:
https://doaj.org/article/fdf521b9bbd749ca84f578c9f0642bdf
Autor:
Bathke, Theis
Recent literature has found conditional transition rates to be a useful tool for avoiding Markov assumptions in multi-state models. While the estimation of univariate conditional transition rates has been extensively studied, the intertemporal depend
Externí odkaz:
http://arxiv.org/abs/2404.02736