Leila Malihi

According to our database, Leila Malihi authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Automatic Classification of Wound Images Showing Healing Complications: Towards an Optimised Approach for Detecting Maceration.

Leila Malihi, Cornelia Erfurt-Berge, Gunther Heidemann, Mareike Przysucha, Dorothee Busch, Ursula Hübner

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

2023

Efficient and Controllable Model Compression through Sequential Knowledge Distillation and Pruning.

Leila Malihi, Gunther Heidemann

Big Data Cogn. Comput., 2023

Can Synthetic Images Improve CNN Performance in Wound Image Classification?

Leila Malihi, Ursula Hübner, Mats L. Richter, Maurice Moelleken, Mareike Przysucha, Dorothee Busch, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Carlotta B. C. Barkhau, Achim Hendriks, Jens Hüsers

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2022

An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg Ulcers.

Jens Hüsers, Maurice Moelleken, Mats L. Richter, Mareike Przysucha, Leila Malihi, Dorothee Busch, Nina-Alexandra Götz, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Birgit Babitsch, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Ursula Hübner

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Automatic Wound Type Classification with Convolutional Neural Networks.

Leila Malihi, Jens Hüsers, Mats L. Richter, Maurice Moelleken, Mareike Przysucha, Dorothee Busch, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Ursula Hübner

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021

Exploring the Properties and Evolution of Neural Network Eigenspaces during Training.

Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler, Ulf Krumnack

CoRR, 2021