Author details

Full Name

Kostas Marias

Affiliation

ORCID

Career Start Year

2003

Papers

130

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
33729950	Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes.	IEEE Reviews in Biomedical Engineering	2023
35687809	Prediction of abdominal aortic aneurysm growth by artificial intelligence taking into account clinical, biologic, morphologic, and biomechanical variables.	Vascular	2023
37581656	Deep learning enables the differentiation between early and late stages of hip avascular necrosis.		2023
38083750	CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.		2023
38083519	Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.		2023
38046592	Investigating the value of radiomics stemming from DSC quantitative biomarkers in IDH mutation prediction in gliomas.		2023
37150779	Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects.	Eur Radiol Exp	2023
36832225	Synergies of Radiomics and Transcriptomics in Lung Cancer Diagnosis: A Pilot Study.		2023
36639671	Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones.		2023
37004467	A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate.		2023
37444400	New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review.	Cancers (Basel)	2023
37120428	Personalized prediction of one-year mental health deterioration using adaptive learning algorithms: a multicenter breast cancer prospective study.		2023
37307043	Personalized Risk Analysis to Improve the Psychological Resilience of Women Undergoing Treatment for Breast Cancer: Development of a Machine Learning-Driven Clinical Decision Support Tool.		2023
35328246	Diffusion Weighted Imaging in the Assessment of Tumor Grade in Endometrial Cancer Based on Intravoxel Incoherent Motion MRI.	Diagnostics	2022
36354876	Harmonization Strategies in Multicenter MRI-Based Radiomics.	Journal of Imaging	2022
36085801	Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference	2022
36010220	Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip.	Diagnostics	2022
35377325	Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review.	JMIR mHealth and uHealth	2022
35612065	Data Ingestion for AI in Prostate Cancer.		2022
35406899	Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset.	Plants	2022
36503979	Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review.		2022
34409553	Predicting long-term outcomes of ultrasound-guided percutaneous irrigation of calcific tendinopathy with the use of machine learning.	Skeletal Radiology	2022
35204514	Quantification and Classification of Contrast Enhanced Ultrasound Breast Cancer Data: A Preliminary Study.	Diagnostics	2022
35331475	Differentiation between subchondral insufficiency fractures and advanced osteoarthritis of the knee using transfer learning and an ensemble of convolutional neural networks.	Injury	2022
34482177	Current status and future prospects of PET-imaging applications in patients with gastro-entero-pancreatic neuroendocrine tumors (GEP-NETs).	European Journal of Radiology	2021
33576278	Advanced clinical imaging for the evaluation of stem cell based therapies.	Expert Opinion on Biological Therapy	2021
34205442	Cerebral CT Perfusion in Acute Stroke: The Effect of Lowering the Tube Load and Sampling Rate on the Reproducibility of Parametric Maps.	Diagnostics	2021
33607379	A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects.	Computers in Biology and Medicine	2021
34247130	Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.	Computers in Biology and Medicine	2021
34330946	A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis.	Scientific Reports	2021
33756189	Differentiating low from high-grade soft tissue sarcomas using post-processed imaging parameters derived from multiple DWI models.	European Journal of Radiology	2021
34574027	Radiomics and Machine Learning Can Differentiate Transient Osteoporosis from Avascular Necrosis of the Hip.	Diagnostics	2021
34460760	The Constantly Evolving Role of Medical Image Processing in Oncology: From Traditional Medical Image Processing to Imaging Biomarkers and Radiomics.	Journal of Imaging	2021
34977857	Fostering Palliative Care Through Digital Intervention: A Platform for Adult Patients With Hematologic Malignancies.	Frontiers in Digital Health	2021
34504594	Emerging deep learning techniques using magnetic resonance imaging data applied in multiple sclerosis and clinical isolated syndrome patients (Review).	Experimental and Therapeutic Medicine (discontinued)	2021
34449739	The Significance of Echo Time in fMRI BOLD Contrast: A Clinical Study during Motor and Visual Activation Tasks at 1.5 T.	Tomography	2021
34441447	IVUS Longitudinal and Axial Registration for Atherosclerosis Progression Evaluation.	Diagnostics	2021
34439118	Multicenter DSC-MRI-Based Radiomics Predict IDH Mutation in Gliomas.	Cancers (Basel)	2021
34891626	Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests.	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference	2021
33336007	Extended perfusion protocol for MS lesion quantification.	Open Medicine (Poland)	2020
32378090	Inverse Laplace transform and multiexponential fitting analysis of T2 relaxometry data: a phantom study with aqueous and fat containing samples.	European radiology experimental	2020
32371141	Apparent diffusion coefficient measurements on a novel diffusion weighted MRI phantom utilizing EPI and HASTE sequences.	Physica Medica	2020
31939615	PET/CT and PET/MRI in ophthalmic oncology (Review).	International Journal of Oncology	2020
31816400	Patient empowerment for cancer patients through a novel ICT infrastructure.	J Biomed Inform	2020
32467997	Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care (Review).	International Journal of Oncology	2020
33320099	Status and Recommendations of Technological and Data-Driven Innovations in Cancer Care: Focus Group Study.	Journal of Medical Internet Research	2020
32993800	Rheumatoid arthritis patients on persistent moderate disease activity on biologics have adverse 5-year outcome compared to persistent low-remission status and represent a heterogeneous group.		2020
32765848	Targeting vulnerable atherosclerotic plaque via PET-tracers aiming at cell-surface overexpression of somatostatin receptors.	Biomedical Reports	2020
32697604	Electronic Patient-Reported Outcome-Based Interventions for Palliative Cancer Care: A Systematic and Mapping Review.	JCO clinical cancer informatics	2020
32972725	Musculoskeletal trauma imaging in the era of novel molecular methods and artificial intelligence.	Injury	2020