Michail Klontzas

Publikationer
Forskningsbidrag
CV
Populärvetenskap och samverkan

Artiklar

Journal article: DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY. 2024

Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects.

Koçak B; Ponsiglione A; Stanzione A; Bluethgen C; Santinha J; Ugga L; Huisman M; Klontzas ME; Cannella R; Cuocolo R
Article: EUROPEAN JOURNAL OF RADIOLOGY. 2024;176:111539

Utility of Dual-Energy Computed Tomography in lesion characterization and treatment planning for peripheral Chronic Total Occlusions: A comprehensive analysis of crossing difficulty.

Matthaiou N; Klontzas ME; Kakkos GA; Tsetis K; Maris TG; Ioannou CV; Tsetis D; Kehagias E
Journal article: ACADEMIC RADIOLOGY. 2024;:S1076-6332(24)00385-4

Prediction of Anastomotic Leakage in Esophageal Cancer Surgery: A Multimodal Machine Learning Model Integrating Imaging and Clinical Data.

Klontzas ME; Ri M; Koltsakis E; Stenqvist E; Kalarakis G; Boström E; Kechagias A; Schizas D; Rouvelas I; Tzortzakakis A
Journal article: DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY. 2024

Reporting checklists as compulsory supplements to artificial intelligence manuscript submissions.

Klontzas ME
Article: EUROPEAN RADIOLOGY. 2024;34(4):2791-2804

Reproducibility of radiomics quality score: an intra- and inter-rater reliability study.

Akinci D'Antonoli T; Cavallo AU; Vernuccio F; Stanzione A; Klontzas ME; Cannella R; Ugga L; Baran A; Fanni SC; Petrash E; Ambrosini I; Cappellini LA; van Ooijen P; Kotter E; Pinto Dos Santos D; Cuocolo R; EuSoMII Radiomics Auditing Group
Article: INSIGHTS INTO IMAGING. 2024;15(1):92

How young radiologists use contrast media and manage adverse reactions: an international survey.

Albano D; Mallardi C; Afat S; Agnollitto PM; Caruso D; Cannella R; Carriero S; Chupetlovska K; Clauser P; D'Angelo T; De Santis D; Dioguardi Burgio M; Dumic-Cule I; Fanni SC; Fusco S; Gatti M; Gitto S; Jankovic S; Karagechev T; Klontzas ME; Koltsakis E; Leithner D; Matišić V; Muscogiuri G; Penkova R; Polici M; Serpi F; Sofia C; Snoj Z; Akinci D'Antonoli T; Vernuccio F; Vieira J; Vieira AC; Wielema M; Zerunian M; Messina C
Article: SKELETAL RADIOLOGY. 2024;:1-10

Performance of thoracic ultrasonography compared with chest radiography for the detection of rib fractures using computed tomography as a reference standard.

Vassalou EE; Perysinakis I; Klontzas ME; de Bree E; Karantanas AH
Article: JOURNAL OF DIGITAL IMAGING. 2024;:1-9

Developing a Radiomics Atlas Dataset of normal Abdominal and Pelvic computed Tomography (RADAPT).

Kapetanou E; Malamas S; Leventis D; Karantanas AH; Klontzas ME
Article: JOURNAL OF CLINICAL MEDICINE. 2024;13(4):1152

Perspectives for the Use of Umbilical Cord Blood in Transplantation and Beyond: Initiatives for an Advanced and Sustainable Public Banking Program in Greece.

Pateraki P; Latsoudis H; Papadopoulou A; Gontika I; Fragiadaki I; Mavroudi I; Bizymi N; Batsali A; Klontzas ME; Xagorari A; Michalopoulos E; Sotiropoulos D; Yannaki E; Stavropoulos-Giokas C; Papadaki HA
Article: EUROPEAN RADIOLOGY. 2024;34(2):1179-1186

Deep learning enables the differentiation between early and late stages of hip avascular necrosis.

Klontzas ME; Vassalou EE; Spanakis K; Meurer F; Woertler K; Zibis A; Marias K; Karantanas AH
Article: SKELETAL RADIOLOGY. 2024;53(2):253-261

Ultrasound-guided hydrodilatation for adhesive capsulitis: capsule-preserving versus capsule-rupturing technique.

Pimenta M; Vassalou EE; Klontzas ME; Dimitri-Pinheiro S; Ramos I; Karantanas AH
Article: INSIGHTS INTO IMAGING. 2024;15(1):26

Convolutional neural networks for the differentiation between benign and malignant renal tumors with a multicenter international computed tomography dataset.

Klontzas ME; Kalarakis G; Koltsakis E; Papathomas T; Karantanas AH; Tzortzakakis A
Article: INSIGHTS INTO IMAGING. 2024;15(1):8

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII.

Kocak B; Akinci D'Antonoli T; Mercaldo N; Alberich-Bayarri A; Baessler B; Ambrosini I; Andreychenko AE; Bakas S; Beets-Tan RGH; Bressem K; Buvat I; Cannella R; Cappellini LA; Cavallo AU; Chepelev LL; Chu LCH; Demircioglu A; deSouza NM; Dietzel M; Fanni SC; Fedorov A; Fournier LS; Giannini V; Girometti R; Groot Lipman KBW; Kalarakis G; Kelly BS; Klontzas ME; Koh D-M; Kotter E; Lee HY; Maas M; Marti-Bonmati L; Müller H; Obuchowski N; Orlhac F; Papanikolaou N; Petrash E; Pfaehler E; Pinto Dos Santos D; Ponsiglione A; Sabater S; Sardanelli F; Seeböck P; Sijtsema NM; Stanzione A; Traverso A; Ugga L; Vallières M; van Dijk LV; van Griethuysen JJM; van Hamersvelt RW; van Ooijen P; Vernuccio F; Wang A; Williams S; Witowski J; Zhang Z; Zwanenburg A; Cuocolo R
Article: JOURNAL OF ULTRASOUND IN MEDICINE. 2024;43(1):45-56

Performance of Ultrasonography in the Diagnosis of Acute Colonic Diverticulitis.

Perysinakis I; Klontzas ME; Psaroudakis IG; Karantanas AH; de Bree E; Vassalou EE
Article: CLINICAL RADIOLOGY. 2023;78(11):832-838

Post-mortem CT in the investigation of homicides.

Kranioti EF; Spanakis K; Flouri DE; Klontzas ME; Karantanas AH
Article: EUROPEAN RADIOLOGY. 2023;33(11):8387-8395

Post-mortem CT radiomics for the prediction of time since death.

Klontzas ME; Leventis D; Spanakis K; Karantanas AH; Kranioti EF
Article: TOMOGRAPHY. 2023;9(5):1857-1867

Long-Term Outcomes of Ultrasound-Guided Hydrodistension for Adhesive Capsulitis: A Prospective Observational Study.

Dimitri-Pinheiro S; Klontzas ME; Vassalou EE; Pimenta M; Soares R; Karantanas AH
Journal article: 2023

Integrating 99mTc Sestamibi SPECT/CT and radiomics data for differentiating benign from malignant renal neoplasms with machine learning.

Koltsakis E; Klontzas M; Kalarakis G; Trpkov K; Papathomas T; Karantanas A; Tzortzakakis A
Article: DIAGNOSTICS. 2023;13(15):2587

Radiomics for the Detection of Active Sacroiliitis Using MR Imaging.

Triantafyllou M; Klontzas ME; Koltsakis E; Papakosta V; Spanakis K; Karantanas AH
Article: SCIENTIFIC REPORTS. 2023;13(1):12594

A pilot radiometabolomics integration study for the characterization of renal oncocytic neoplasia.

Klontzas ME; Koltsakis E; Kalarakis G; Trpkov K; Papathomas T; Sun N; Walch A; Karantanas AH; Tzortzakakis A
Article: CANCERS. 2023;15(14):3553

Machine Learning Integrating 99mTc Sestamibi SPECT/CT and Radiomics Data Achieves Optimal Characterization of Renal Oncocytic Tumors.

Klontzas ME; Koltsakis E; Kalarakis G; Trpkov K; Papathomas T; Karantanas AH; Tzortzakakis A
Article: VASCULAR. 2023;31(3):409-416

Prediction of abdominal aortic aneurysm growth by artificial intelligence taking into account clinical, biologic, morphologic, and biomechanical variables.

Kontopodis N; Klontzas M; Tzirakis K; Charalambous S; Marias K; Tsetis D; Karantanas A; Ioannou CV
Article: SKELETAL RADIOLOGY. 2023;52(5):1005-1014

Ultrasound-guided hydrodistension for adhesive capsulitis: a longitudinal study on the effect of diabetes on treatment outcomes.

Dimitri-Pinheiro S; Klontzas ME; Pimenta M; Vassalou EE; Soares R; Karantanas AH
Article: SEMINARS IN MUSCULOSKELETAL RADIOLOGY. 2023;27(2):182-197

Imaging of Anatomical Variants Around the Hip.

Klontzas ME; Vassalou EE; Zibis AH; Karantanas AH
Article: JOURNAL OF ULTRASOUND IN MEDICINE. 2023;42(3):665-674

Ultrasound-Guided Hydrodistension for Adhesive Capsulitis: Is There Any Adjunct Effect of Immediate Post-Procedural Manipulation Over Instructed Physical Therapy?

Pimenta M; Vassalou EE; Dimitri-Pinheiro S; Klontzas ME; Ramos I; Karantanas AH
Article: ACTA RADIOLOGICA. 2022;63(9):1293-1299

Radiomics and machine learning to predict aggressive type 2 endoleaks after endovascular aneurysm repair: a proof of concept.

Charalambous S; Klontzas ME; Kontopodis N; Ioannou CV; Perisinakis K; Maris TG; Damilakis J; Karantanas A; Tsetis D
Article: ACTA RADIOLOGICA. 2022;63(9):1205-1213

MRI findings of acute anterior instability of the knee in the absence of recent trauma.

Klontzas ME; Vassalou EE; Karantanas AH
Article: DIAGNOSTICS. 2022;12(8):1870

Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip.

Klontzas ME; Stathis I; Spanakis K; Zibis AH; Marias K; Karantanas AH
Article: SEMINARS IN MUSCULOSKELETAL RADIOLOGY. 2022;26(3):354-358

Research in Musculoskeletal Radiology: Setting Goals and Strategic Directions.

Klontzas ME; Karantanas AH
Article: INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED. 2022;53(6):2035-2040

Differentiation between subchondral insufficiency fractures and advanced osteoarthritis of the knee using transfer learning and an ensemble of convolutional neural networks.

Klontzas ME; Vassalou EE; Kakkos GA; Spanakis K; Zibis A; Marias K; Karantanas AH
Article: INTERNATIONAL JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY. 2022;51(5):659-664

Development of a patient-reported outcomes and experience measure for Orthognathic surgery: validation of the Northwick Park Orthognathic Questionnaire (NOQ).

Chegini S; Campbell S-J; Klontzas ME; Chopra R; Wright H; Exley R; Thusu S; McKenny E; Heliotis M
Article: JOURNAL OF ULTRASOUND IN MEDICINE. 2022;41(5):1077-1084

Performance of Lung Ultrasound for Monitoring Interstitial Lung Disease.

Pitsidianakis G; Vassalou EE; Vasarmidi E; Bolaki M; Klontzas ME; Xirouchaki N; Georgopoulos D; Karantanas AH; Tzanakis N; Antoniou KM
Article: SKELETAL RADIOLOGY. 2022;51(2):417-422

Predicting long-term outcomes of ultrasound-guided percutaneous irrigation of calcific tendinopathy with the use of machine learning.

Vassalou EE; Klontzas ME; Marias K; Karantanas AH
Article: EUROPEAN RADIOLOGY. 2022;32(1):542-550

Machine learning identifies factors related to early joint space narrowing in dysplastic and non-dysplastic hips.

Klontzas ME; Volitakis E; Aydingöz Ü; Chlapoutakis K; Karantanas AH
Article: DIAGNOSTICS. 2021;11(11):2076

Surgical and Radiological Anatomy of the Medial Patellofemoral Ligament: A Magnetic Resonance Imaging and Cadaveric Study.

Raoulis V; Fyllos A; Klontzas ME; Chytas D; Mitrousias V; Banios K; Maris TG; Karantanas AH; Zibis A
Journal article: INSIGHTS INTO IMAGING. 2021;12(1):165

Impact of COVID-19 on radiology education in Europe: a survey by the ESR Radiology Trainees Forum (RTF).

European Society of Radiology (ESR)
Article: DIAGNOSTICS. 2021;11(11):1965

Knee Capsule Anatomy: An MR Imaging and Cadaveric Study.

Zibis AH; Vassalou EE; Raoulis VA; Lampridis V; Klontzas ME; Fyllos A; Stavlas P; Karantanas AH
Article: SURGICAL AND RADIOLOGIC ANATOMY. 2021;43(10):1697-1702

The level of bifurcation of peroneal artery and its implications for posterolateral approach to the ankle: a CT angiography study.

Galanakis N; Klontzas ME; Karantanas A; Kontakis GM; Sidiropoulou B; Tosounidis TH
Article: DIAGNOSTICS. 2021;11(9):1686

Radiomics and Machine Learning Can Differentiate Transient Osteoporosis from Avascular Necrosis of the Hip.

Klontzas ME; Manikis GC; Nikiforaki K; Vassalou EE; Spanakis K; Stathis I; Kakkos GA; Matthaiou N; Zibis AH; Marias K; Karantanas AH
Article: JOURNAL OF ULTRASONOGRAPHY. 2021;21(85):E127-E133

US-guided high-volume injection for Achilles tendinopathy.

Kakkos GA; Klontzas ME; Koltsakis E; Karantanas AH
Article: JOURNAL OF ULTRASONOGRAPHY. 2021;21(85):E134-E138

Ultrasound-guided treatment of Morton's neuroma.

Klontzas ME; Koltsakis E; Kakkos GA; Karantanas AH
Article: EUROPEAN RADIOLOGY. 2021;31(4):2634-2643

Ultrasound-guided percutaneous irrigation of calcific tendinopathy: redefining predictors of treatment outcome.

Vassalou EE; Klontzas ME; Plagou AP; Karantanas AH
Article: BIOMEDICAL MATERIALS. 2020;15(6):064101

Osteogenic differentiation of bone marrow mesenchymal stem cells on chitosan/gelatin scaffolds: gene expression profile and mechanical analysis.

Papadogiannis F; Batsali A; Klontzas ME; Karabela M; Georgopoulou A; Mantalaris A; Zafeiropoulos NE; Chatzinikolaidou M; Pontikoglou C
Article: EUROPEAN JOURNAL OF RADIOLOGY. 2020;129:109113

The effect of injection volume on long-term outcomes of US-guided subacromial bursa injections.

Klontzas ME; Vassalou EE; Zibis AH; Karantanas AH
Article: BIOTECHNOLOGY AND BIOENGINEERING. 2020;117(6):1761-1778

Multiomics characterization of mesenchymal stromal cells cultured in monolayer and as aggregates.

Doron G; Klontzas ME; Mantalaris A; Guldberg RE; Temenoff JS
Journal article: BRITISH JOURNAL OF ORAL & MAXILLOFACIAL SURGERY. 2019;57(10):e71

Maxillomandibular Advancement (MMA) By Means of Bilateral Total TMJ Replacement and Le Fort 1 Advancement Osteotomy For Obstructive Sleep Apnoea (OSA)

Shah KSV; Letafat M; Nightingale C; Ismail S; Klontzas M; Ferretti C; Stone IS; Messiha A; Heliotis M
Article: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. 2019;58(31):13900-13909

Capturing Mesenchyrnal Stem Cell Heterogeneity during Osteogenic Differentiation: An Experimental-Modeling Approach

Gyorgy R; Klontzas ME; Kostoglou M; Panoskaltsis N; Mantalaris A; Georgiadis MC
Article: DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY. 2019;25(3):245-250

Spectrum of skeletal disorders during the peripartum period: MRI patterns.

Vassalou EE; Klontzas ME; Tsifountoudis IP; Spanakis K; Karantanas AH
Article: ACTA BIOMATERIALIA. 2019;88:224-240

Oxidized alginate hydrogels with the GHK peptide enhance cord blood mesenchymal stem cell osteogenesis: A paradigm for metabolomics-based evaluation of biomaterial design.

Klontzas ME; Reakasame S; Silva R; Morais JCF; Vernardis S; MacFarlane RJ; Heliotis M; Tsiridis E; Panoskaltsis N; Boccaccini AR; Mantalaris A
Article: CELL DEATH & DISEASE. 2019;10(4):277

Comparison of human isogeneic Wharton's jelly MSCs and iPSC-derived MSCs reveals differentiation-dependent metabolic responses to IFNG stimulation.

Devito L; Klontzas ME; Cvoro A; Galleu A; Simon M; Hobbs C; Dazzi F; Mantalaris A; Khalaf Y; Ilic D
Article: INTERNATIONAL JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY. 2019;48(2):211-216

Patient expectations and satisfaction following orthognathic surgery.

Al-Hadi N; Chegini S; Klontzas ME; McKenny J; Heliotis M
Article: JOURNAL OF TISSUE ENGINEERING AND REGENERATIVE MEDICINE. 2019;13(2):232-243

RGD-functionalized polyurethane scaffolds promote umbilical cord blood mesenchymal stem cell expansion and osteogenic differentiation.

Tahlawi A; Klontzas ME; Allenby MC; Morais JCF; Panoskaltsis N; Mantalaris A
Journal article: IFAC-PAPERSONLINE. 2017;50(1):9877-9882

An Integrated Experimental-Modelling Approach of Mesenchymal Stem Cell Bioprocess towards Osteogenic Differentiation

Győrgy R; Klontzas ME; Kostoglou M; Panoskaltsis N; Georgiadis MC; Mantalaris A
Article: JOURNAL OF TISSUE ENGINEERING AND REGENERATIVE MEDICINE. 2017;11(7):1929-1940

Fibronectin stimulates the osteogenic differentiation of murine embryonic stem cells.

Kang Y; Georgiou AI; MacFarlane RJ; Klontzas ME; Heliotis M; Tsiridis E; Mantalaris A
Article: STEM CELLS AND DEVELOPMENT. 2017;26(10):723-733

Metabolomics Analysis of the Osteogenic Differentiation of Umbilical Cord Blood Mesenchymal Stem Cells Reveals Differential Sensitivity to Osteogenic Agents.

Klontzas ME; Vernardis SI; Heliotis M; Tsiridis E; Mantalaris A
Article: SKELETAL RADIOLOGY. 2017;46(2):201-208

Calcific tendinopathy of the shoulder with intraosseous extension: outcomes of ultrasound-guided percutaneous irrigation.

Klontzas ME; Vassalou EE; Karantanas AH
Article: DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY. 2016;22(5):466-470

Hydroxyapatite deposition disease around the hip: outcomes of CT-guided treatment.

Klontzas ME; Vassalou EE; Zibis AH; Karantanas AH
Article: CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES. 2016;67(1):52-59

Normal Magnetic Resonance Imaging Anatomy of the Anterolateral Knee Ligament With a T2/T1-Weighted 3-Dimensional Sequence: A Feasibility Study.

Klontzas ME; Maris TG; Zibis AH; Karantanas AH
Article: AMERICAN JOURNAL OF ROENTGENOLOGY. 2016;206(1):151-154

Rotational Knee Laxity in Anterior Cruciate Ligament Deficiency: An Additional Secondary Sign on MRI.

Vassalou EE; Klontzas ME; Kouvidis GK; Matalliotaki PI; Karantanas AH
Article: AMERICAN JOURNAL OF ROENTGENOLOGY. 2015;205(2):353-357

Osteoid Osteoma of the Femoral Neck: Use of the Half-Moon Sign in MRI Diagnosis.

Klontzas ME; Zibis AH; Karantanas AH
Article: EUROPEAN JOURNAL OF RADIOLOGY. 2015;84(3):431-436

MR imaging of transient osteoporosis of the hip: an update on 155 hip joints.

Klontzas ME; Vassalou EE; Zibis AH; Bintoudi AS; Karantanas AH
Journal article: BJR|CASE REPORTS. 2015;1(1):20150004

Imaging findings in a case of stand up paddle surfer's myelopathy.

Klontzas ME; Hatzidakis A; Karantanas AH
Article: EUROPEAN JOURNAL OF RADIOLOGY. 2014;83(10):1850-1855

Greater trochanter pain syndrome: a descriptive MR imaging study.

Klontzas ME; Karantanas AH
Article: EUROPEAN JOURNAL OF RADIOLOGY. 2013;82(11):E703-E706

MR imaging findings of medial tibial crest friction.

Klontzas ME; Akoumianakis ID; Vagios I; Karantanas AH
Article: HAEMATOLOGICA. 2012;97(5):743-750

Abnormal telomere shortening of peripheral blood mononuclear cells and granulocytes in patients with chronic idiopathic neutropenia.

Pavlaki KI; Kastrinaki M-C; Klontzas M; Velegraki M; Mavroudi I; Papadaki HA
Visa fler

Alla övriga publikationer

Editorial comment: RADIOLOGY: ARTIFICIAL INTELLIGENCE. 2024;6(4):e240300

Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update.

Tejani AS; Klontzas ME; Gatti AA; Mongan JT; Moy L; Park SH; Kahn CE; CLAIM 2024 Update Panel
Preprint: ARXIV. 2024

MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations

Garrucho L; Reidel C-A; Kushibar K; Joshi S; Osuala R; Tsirikoglou A; Bobowicz M; del Riego J; Catanese A; Gwoździewicz K; Cosaka M-L; Abo-Elhoda PM; Tantawy SW; Sakrana SS; Shawky-Abdelfatah NO; Abdo-Salem AM; Kozana A; Divjak E; Ivanac G; Nikiforaki K; Klontzas ME; García-Dosdá R; Gulsun-Akpinar M; Lafcı O; Mann R; Martín-Isla C; Prior F; Marias K; Starmans MPA; Strand F; Díaz O; Igual L; Lekadir K
Editorial comment: EUROPEAN JOURNAL OF RADIOLOGY. 2024;175:111430

Radiomics feature reproducibility: The elephant in the room.

Klontzas ME
Editorial comment: EUROPEAN RADIOLOGY. 2024;:1-2

Evaluation of AI-assisted medical image reconstruction: More than meets the eye?

Klontzas ME; Ponsiglione A; Cuocolo R
Review: DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY. 2024;30(2):80-90

Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions.

Akinci D'Antonoli T; Stanzione A; Bluethgen C; Vernuccio F; Ugga L; Klontzas ME; Cuocolo R; Cannella R; Koçak B
Review: EUROPEAN JOURNAL OF RADIOLOGY. 2024;171:111313

Generative adversarial networks for spine imaging: A critical review of current applications.

Vrettos K; Koltsakis E; Zibis AH; Karantanas AH; Klontzas ME
Preprint: MEDRXIV. 2024

Diagnostic Performance of Radiomics in Prediction of Ki-67 Index Status in Non-small Cell Lung Cancer: A Systematic Review and Meta-Analysis

Shahidi R; Hassannejad E; Baradaran M; Klontzas ME; HajiEsmailPoor Z; Chong W; Broomand N; Alizadeh M; Sadeghsalehi H; Mozafari N; Teimoori S; Farhadi A; Nouri H; Shobeiri P; Sotoudeh H
Book: 2023

Introduction to Artificial Intelligence

Klontzas ME; Fanni SC; Neri E
Letter: NATURE MACHINE INTELLIGENCE. 2023;5(9):950-951

Updating the Checklist for Artificial Intelligence in Medical Imaging (CLAIM) for reporting AI research

Tejani AS; Klontzas ME; Gatti AA; Mongan J; Moy L; Park SH; Kahn Jr CE
Review: DIAGNOSTICS. 2023;13(12):2021

Radiomics Analysis for Multiple Myeloma: A Systematic Review with Radiomics Quality Scoring.

Klontzas ME; Triantafyllou M; Leventis D; Koltsakis E; Kalarakis G; Tzortzakakis A; Karantanas AH
Editorial comment: RADIOLOGY: ARTIFICIAL INTELLIGENCE. 2023;5(3):e230055

AI Reporting Guidelines: How to Select the Best One for Your Research.

Klontzas ME; Gatti AA; Tejani AS; Kahn CE
Editorial comment: RADIOGRAPHICS. 2023;43(3):e220184

Noteworthy: Taking Notes for Radiology Training and Beyond.

McKenney AS; Klontzas ME; Wattamwar K; Hoegger MJ
Review: MEDITERRANEAN JOURNAL OF RHEUMATOLOGY. 2023;34(1):7-15

The role of MRI and Ultrasonography in Diagnosis and Treatment of Glenohumeral Joint Adhesive Capsulitis.

Pimenta M; Vassalou EE; Cardoso-Marinho B; Klontzas ME; Dimitri-Pinheiro S; Karantanas AH
Review: INSIGHTS INTO IMAGING. 2023;14(1):21

Systematic review with radiomics quality score of cholangiocarcinoma: an EuSoMII Radiomics Auditing Group Initiative.

Cannella R; Vernuccio F; Klontzas ME; Ponsiglione A; Petrash E; Ugga L; Pinto Dos Santos D; Cuocolo R
Book chapter: INTRODUCTION TO ARTIFICIAL INTELLIGENCE. 2023;p. 1-11

What Is Artificial Intelligence: History and Basic Definitions

Koltsakis E; Klontzas ME; Karantanas AH
Book chapter: IMAGING OF THE FOOT AND ANKLE: MEDICAL RADIOLOGY. 2023;p. 19-31

CT Arthrography of the Ankle: Technique, Indications, Advantages, and Disadvantages

Kakkos GA; Klontzas ME; Vassalou EE; Karantanas AH
Book chapter: INTRODUCTION TO ARTIFICIAL INTELLIGENCE: IMAGING INFORMATICS FOR HEALTHCARE PROFESSIONALS. 2023;p. 69-85

Machine Learning Methods for Radiomics Analysis: Algorithms Made Easy

Klontzas ME; Cuocolo R
Editorial comment: RADIOGRAPHICS. 2022;42(7):E199-E200

Anti-NMDA-Receptor Encephalitis.

Klontzas ME; Kearns C; Sheikhbahaei S; Cornejo P
Conference publication: SEMINARS IN MUSCULOSKELETAL RADIOLOGY. 2022;26(03):361-384

US-guided Hydrodistension for Adhesive Capsulitis: The Effect of Diabetes on Treatment Outcomes

Pinheiro SMD; Klontzas M; Vassalou E; Pimenta M; Soares R; Karantanas AH
Editorial comment: RADIOGRAPHICS. 2022;42(3):E82-E85

Why and How to Increase Diversity in the Radiology Trainee Workforce.

Klontzas ME; Jean J; Turner VL; Balthazar P
Editorial comment: RADIOGRAPHICS. 2022;42(2):E44-E45

Cowden Syndrome.

Balthazar P; Klontzas ME; Heng LXX; Kearns C
Book chapter: DEVELOPMENTAL DYSPLASIA OF THE HIP. 2022;p. 41-53

Imaging of Early-Onset Osteoarthritis

Klontzas ME; Aydıngöz Ü; Karantanas AH
Editorial comment: RADIOGRAPHICS. 2022;42(1):E9-E11

Exposing the Hidden Curriculum in Radiology Training: A True 360° Evaluation.

Klontzas ME; Lanier MH; Sheikhbahaei S; Bedi H
Review: BIOENGINEERING-BASEL. 2021;8(11):182

High-Resolution Imaging for the Analysis and Reconstruction of 3D Microenvironments for Regenerative Medicine: An Application-Focused Review.

Klontzas ME; Protonotarios A
Conference publication: EUROPEAN RESPIRATORY JOURNAL. 2021;58:pa474

A prospective evaluation of lung ultrasonography in patients with fibrotic interstitial lung diseases

Vasarmidi E; Pitsidianakis G; Vassalou EE; Klontzas ME; Karantanas AH; Tzanakis N; Antoniou KM
Review: EXPERT OPINION ON BIOLOGICAL THERAPY. 2021;21(9):1253-1264

Advanced clinical imaging for the evaluation of stem cell based therapies.

Klontzas ME; Kakkos GA; Papadakis GZ; Marias K; Karantanas AH
Review: BRITISH JOURNAL OF HOSPITAL MEDICINE. 2021;82(8):1-10

Compression neuropathies of the forearm: anatomy, clinical features and management.

Scarborough A; MacFarlane RJ; Klontzas M; Zhou R; Waseem M
Editorial comment: DIAGNOSTIC AND INTERVENTIONAL IMAGING. 2021;102(4):195-196

Incorporating engineering principles in radiology education: Are we ready to face the future?

Klontzas ME; Karantanas AH
Review: INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED. 2020;51(12):2748-2756

Musculoskeletal trauma imaging in the era of novel molecular methods and artificial intelligence.

Klontzas ME; Papadakis GZ; Marias K; Karantanas AH
Letter: RADIOLOGY. 2020;294(1):238-239

Considerations on the Use of Ferumoxytol-enhanced MRI for Tracking Stem Cell Implants in Cartilage Defects.

Klontzas ME; Karantanas AH
Review: EUROPEAN SPINE JOURNAL. 2018;27(7):1509-1516

Great trochanter bursitis vs sciatica, a diagnostic-anatomic trap: differential diagnosis and brief review of the literature.

Zibis AH; Mitrousias VD; Klontzas ME; Karachalios T; Varitimidis SE; Karantanas AH; Arvanitis DL
Book chapter: THE ADULT HIP - MASTER CASE SERIES AND TECHNIQUES. 2018;p. 87-104

Hip Resurfacing Arthroplasty (HRA)

Kenanidis E; Stamatopoulos A; Klontzas ME; Leonidou A; Tsiridis E; de Azevedo Lage L; Mirza Y; Konan S; Haddad FS
Book chapter: THE ADULT HIP - MASTER CASE SERIES AND TECHNIQUES. 2018;p. 281-301

THA Following Pediatric Hip Diseases (Legg-Calvé-Perthes/Slipped Capital Femoral Epiphysis)

Kenanidis E; Kakoulidis P; Lampridis V; Klontzas ME; Tsiridis E; Somers JFA; Schwarzkopf R; Old AB; Vanbiervliet J; Simon J-P
Review: HIP INTERNATIONAL. 2017;27(4):329-335

MRI of the hip: current concepts on bone marrow oedema.

Klontzas ME; Zibis AH; Vassalou EE; Karantanas AH
Review: HIP INTERNATIONAL. 2017;27(4):317-328

Imaging of impingement syndromes around the hip joint.

Vassalou EE; Zibis AH; Klontzas ME; Karantanas AH
Book chapter: 27TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING: COMPUTER AIDED CHEMICAL ENGINEERING. 2017;p. 2761-2766

A Population Balance Model for Stem Cell Differentiation Bioprocesses

Győrgy R; Klontzas ME; Kostoglou M; Panoskaltsis N; Mantalaris A; Georgiadis MC
Review: EXPERT OPINION ON INVESTIGATIONAL DRUGS. 2016;25(5):585-596

Investigational drugs for fracture healing: preclinical & clinical data.

Klontzas ME; Kenanidis EI; MacFarlane RJ; Michail T; Potoupnis ME; Heliotis M; Mantalaris A; Tsiridis E
Letter: AMERICAN JOURNAL OF ROENTGENOLOGY. 2016;206(3):W55-W56

Reply to "The Half-Moon Sign of the Femoral Neck Is Nonspecific for the Diagnosis of Osteoid Osteoma.".

Klontzas ME; Zibis AH; Karantanas AH
Review: EXPERT OPINION ON BIOLOGICAL THERAPY. 2015;15(11):1541-1552

Bone and cartilage regeneration with the use of umbilical cord mesenchymal stem cells.

Klontzas ME; Kenanidis EI; Heliotis M; Tsiridis E; Mantalaris A
Conference publication: HAEMATOLOGICA. 2012;97:578-579

INCREASED FREQUENCY OF THE MUTANT ALLELE G OF TLR4 RS4986790 POLYMORPHISM IN PATIENTS WITH MYELODYSPLASTIC SYNDROMES

Velegraki M; Klontzas M; Papadogiannis F; Batsali A; Mastrodemou S; Psyllaki M; Goulielmos G; Papadaki H
Conference publication: EUROPEAN JOURNAL OF CLINICAL INVESTIGATION. 2012;42:14

Functional abnormalities of neutrophils and toll-like receptor 4 polymorphisms predispose to infection in patients with myelodysplastic syndromes

Velegraki M; Klontzas M; Papadogiannis F; Damianaki A; Batsali A; Mastrodemou S; Papadaki HA
Conference publication: BLOOD. 2011;118(21):125-126

Impaired Wnt-Pathway Signalling and Reduced Expression of Senescence-Associated Markers in Bone Marrow Mesenchymal Stem Cells of Patients with Myelodysplastic Syndromes

Pavlaki KI; Kastrinaki M-C; Batsali A; Demetriadou A; Velegraki M; Mavroudi I; Klontzas M; Psaraki A; Psyllaki M; Pontikoglou C; Papadaki HA
Visa fler

Forskningsbidrag

Young Researcher's Grant 2022

European Society of Musculoskeletal Radiology (ESSR)

1 May 2022 - 1 May 2023
NetZeroAICT

European Commission

Anställningar

Assistant Professor of Radiology, School of Medicine, University of Crete, 2024-
Radiology Resident (ST-läkare), Department of Medical Imaging, University Hospital of Heraklion, 2020-
Anknuten till Forskning, Klinisk vetenskap, intervention och teknik, Karolinska Institutet, 2023-2024
Post-doctoral Researcher, Emory University School of Medicine, 2019-2019
Research Associate, Imperial College London, 2018-2018
Marie Curie Early Stage Researcher, Imperial College London, 2014-2018

Examina och utbildning

PhD, School of Medicine, University of Crete, 2023
PhD, Imperial College London, 2018
MD, School of Medicine, University of Crete, 2014

Redaktör för vetenskaplig tidskrift

Scientific Reports, Medlem i redaktionskommittén, 2024
European Radiology, Medlem i redaktionskommittén, 2024
European Journal of Radiology, Section editor / academic editor, 2023
Radiology: Artificial Intelligence, Annat, 2022

Sakkunniggranskning för vetenskaplig tidskrift

RadioGraphics
European Journal of Radiology
European Radiology
Radiology: Artificial Intelligence
Journal of Imaging Informatics in Medicine
BJR: Artificial Intelligence
Insights into Imaging
Abdominal Radiology
AJR American Journal of Roentgenology

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Forskningsbidrag

Anställningar

Examina och utbildning

Redaktör för vetenskaplig tidskrift

Sakkunniggranskning för vetenskaplig tidskrift

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Kalenderhändelser från KI