Author

Andreea Ionela Dumachi

Observed names: Andreea Dumachi, Andreea-Ionela Dumachi

Institutions: National Institute for Research and Development in Microtechnologies, Universitatea Națională de Știință și Tehnologie Politehnica București

Observed institutions: National Institute for Research and Development in Microtechnologies, Universitatea Națională de Știință și Tehnologie Politehnica București

ORCID: 0009-0006-7866-2946

Observed ORCID: 0009-0006-7866-2946

OpenAlex ID: A5019876805

Applications of Machine Learning in Cancer Imaging: A Review of Diagnostic Methods for Six Major Cancer Types

2024 · Andreea Ionela Dumachi, Cătălin Buiu · Electronics · 17

Assessing the Impact of Nutritional Status on the Quality of Life in Head and Neck Cancer Patients—The Need for Comprehensive Digital Tools

2025 · Rodica Anghel, Liviu Bîlteanu, et al. · Cancers · 7

Software Architecture for Federated Retrieval-Augmented Clinical QA System Using IoT for Continuous Monitoring

2025 · Felix Negoiță, Andreea Ionela Dumachi · CAS proceedings · 2

Hardware Acceleration for Machine Learning in Medical Imaging: Case Study on Colorectal Polyp Segmentation

2024 · Andreea Ionela Dumachi, Felix Negoita · CAS proceedings · 2

Preprocessing for Precision: Adaptive Noise Reduction in Medical Imaging for Machine Learning Applications

2025 · Andreea Ionela Dumachi, Felix Negoiță, et al. · CAS proceedings · 1

Towards Explainable Machine Learning from Remote Sensing to Medical Images—Merging Medical and Environmental Data into Public Health Knowledge Maps

2025 · Liviu Bilteanu, Corneliu Octavian Dumitru, et al. · Machine Learning and Knowledge Extraction

Student Emotion Recognition System Based on Real-time Face Detection and Extraction of Effective Descriptors

2020 · Andreea Ionela Dumachi, Catalin Buiu · ICERI proceedings

Works count: 7

Citation count: 29

H-index: 2

I10-index: 1