@article{PeineHallawaSchoeffskietal.2022, author = {Arne Peine and Ahmed Hallawa and Oliver Sch{\"o}ffski and Guido Dartmann and Lejla Begic Fazlic and Anke Schmeink and Gernot Marx and Lukas Martin}, title = {A deep learning approach for managing medical consumable materials in intensive care units via convolutional neural networks: Technical proof-of-concept study}, journal = {JMIR Medical Informatics}, volume = {7}, number = {4}, pages = {1 -- 13}, doi = {10.2196/14806}, year = {2022}, }