Guido Dartmann - Publications, H-index & Citations

Guido Dartmann

FH Aachen University of Applied Sciences

13H指数

124论文数

875被引数

收录论文 20

发表时间

Reference-based monitoring for defect detection in fused filament fabrication using image feature classification 基于参考的熔融堆积成型缺陷检测图像特征分类监控

The International Journal of Advanced Manufacturing Technology

IF0

2026-04-10

PREAI

Sebastian Bast; Kai Scherer; Michael Wahl; Stefan Naumann; Guido Dartmann; Stephan Didas

Likelihood-Based Sensor Calibration Using Affine Transformation

IEEE SENSORS JOURNAL

IF4.5

2024-02-01

OAAI

Machhamer, Rudiger; Begic Fazlic, Lejla; Guven, Eray; Junk, David; Karabulut Kurt, Gunes; Naumann, Stefan; Didas, Stephan; Gollmer, Klaus-Uwe; Bergmann, Ralph; Timm, Ingo J.; Dartmann, Guido

Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ayad, Ahmad; Tai, Yu-Hsuan; Dartmann, Guido; Schmeink, Anke

Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study

JMIR MEDICAL INFORMATICS

IF3.8

2022-08-24

OAAI

Ayad, Ahmad; Hallawa, Ahmed; Peine, Arne; Martin, Lukas; Fazlic, Lejla Begic; Dartmann, Guido; Marx, Gernot; Schmeink, Anke

Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2021-03-01

OAAI

Yu, Wei; Zhao, Wei; Schmeink, Anke; Song, Houbing; Dartmann, Guido

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

NPJ DIGITAL MEDICINE

IF15.1

2021-02-19

OAAI

Peine, Arne; Hallawa, Ahmed; Bickenbach, Johannes; Dartmann, Guido; Fazlic, Lejla Begic; Schmeink, Anke; Ascheid, Gerd; Thiemermann, Christoph; Schuppert, Andreas; Kindle, Ryan; Celi, Leo; Marx, Gernot; Martin, Lukas

Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical-in-Silico Approach Combining In Vitro Experiments and Machine Learning (vol 9, 393, 2018)

FRONTIERS IN IMMUNOLOGY

IF5.9

2020-12-10

OAAI

Zechendorf, Elisabeth; Vassen, Phillip; Zhang, Jieyi; Hallawa, Ahmed; Martincuks, Antons; Krenkel, Oliver; Mueller-Newen, Gerhard; Schuerholz, Tobias; Simon, Tim-Philipp; Marx, Gernot; Ascheid, Gerd; Schmeink, Anke; Dartmann, Guido; Thiemermann, Christoph; Martin, Lukas

A PHYSICAL LAYER SECURITY FRAMEWORK FOR COGNITIVE CYBER-PHYSICAL SYSTEMS

IEEE WIRELESS COMMUNICATIONS

IF11.5

2020-08-01

PREAI

Topal, Ozan Alp; Demir, Mehmet Ozgun; Liang, Zekai; Pusane, Ali Emre; Dartmann, Guido; Ascheid, Gerd; Kurt, Gunes Karabulut

A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study

JMIR MEDICAL INFORMATICS

IF3.8

2019-10-10

OAAI

Peine, Arne; Hallawa, Ahmed; Schoeffski, Oliver; Dartmann, Guido; Fazlic, Lejla Begic; Schmeink, Anke; Marx, Gernot; Martin, Lukas