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Artificial Intelligence, Modeling and Simulation

Focuses on computational sciences, AI, data modeling, and simulations, emphasizing technological development and interdisciplinary applications

28 Publications

Automatic Breast Cancer Cell Classification using deep Convolutional neural Networks
Artificial Intelligence, Modeling and Simulation
| DOI: 10.17160/josha.7.2.652

Automatic Breast Cancer Cell Classification using deep Convolutional neural Networks

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Gisela Pattarone

Faculty of Pharmacy and Biochemistry, Faculty of Medicine – Universidad de Buenos Aires

Automated cell classification in cancer biology is an active and challenging task for computer vision and machine learning algorithms. In this Thesis, we first compiled a vast data set composed…

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Predictive Policing – The Algorithm Knows When And Where You Will Commit Your Crime – Critical View Of New Possibilities In Police Work Using The Example Precobs.
Artificial Intelligence, Modeling and Simulation
| DOI: 10.17160/josha.4.3.308

Predictive Policing – The Algorithm Knows When And Where You Will Commit Your Crime – Critical View Of New Possibilities In Police Work Using The Example Precobs.

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Philipp Reichenbach

Albert-Ludwigs-Universität Freiburg

Since the 19th-century police work has been based on the use and analysis of criminal data. Today these maps are created by software using self-learning algorithms, which are designed to…

1,843
4,465
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Towards Simulating Carcinogenesis: Modeling and Simulating Carcinogenesis, Hematopoietic Tissue Homeostasis and Leukemogenesis
Artificial Intelligence, Modeling and Simulation
| DOI: 10.17160/josha.3.7.253

Towards Simulating Carcinogenesis: Modeling and Simulating Carcinogenesis, Hematopoietic Tissue Homeostasis and Leukemogenesis

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Jenny Groten, Maximilian Georg, Oliver Worm, Christoph Borner, Roland Mertelsmann

Institut für Molekulare Medizin und Zellforschung

The previously identified cancer hallmarks (Groten et al. 2016, DOI: 10.17160/josha.3.7.252 ) were described by mathematical algorithms. Subsequently, a computational simulation of carcinogenesis has been developed. In the next step,…

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