[HTML][HTML] Impact of quality, type and volume of data used by deep learning models in the analysis of medical images

AR Luca, TF Ursuleanu, L Gheorghe… - Informatics in Medicine …, 2022 - Elsevier
The need for time and attention given by the doctor to the patient, due to the increased
volume of medical data to be interpreted and filtered for diagnostic and therapeutic purposes …

Deep learning application for analyzing of constituents and their correlations in the interpretations of medical images

TF Ursuleanu, AR Luca, L Gheorghe, R Grigorovici… - Diagnostics, 2021 - mdpi.com
The need for time and attention, given by the doctor to the patient, due to the increased
volume of medical data to be interpreted and filtered for diagnostic and therapeutic purposes …

[HTML][HTML] Artificial intelligence for cancer screening and surveillance

F Gentile, N Malara - ESMO real world data and digital oncology, 2024 - Elsevier
Highlights•The need for fit-for-primary prevention purpose AI is growing in oncology.•AI and
noninvasive detection procedures are partnering to assess cancer prevention.•Screening …

Designing a high-performance deep learning theoretical model for biomedical image segmentation by using key elements of the latest U-Net-Based architectures

AR Luca, TF Ursuleanu, L Gheorghe… - … of Computer and …, 2021 - editor.journal7sub.com
Deep learning (DL) has experienced an exponential development in recent years, with
major impact in many medical fields, especially in the field of medical image and …

[PDF][PDF] MOOD OF THE DOCTORS: PROBLEMS, CHALLENGES AND PERSPECTIVES OF AI USE IN MEDICINE.

TF Ursuleanu, AI Calin, M Paula Comanescu… - Romanian Journal of Oral …, 2024 - rjor.ro
Aim of the study: Artificial intelligence (AI) is gaining increasing and obvious implications in
medical practice. The novelty of the research paper consists in evaluating the implicative …

[PDF][PDF] Informatics in Medicine Unlocked

AR Luca, TF Ursuleanu, L Gheorghe, R Grigorovici… - researchgate.net
The need for time and attention given by the doctor to the patient, due to the increased
volume of medical data to be interpreted and filtered for diagnostic and therapeutic purposes …