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Kostas Marias

irccs fondazione del piemonte per l'oncologia

38H-index
409Paper Count
6.5KCitation Count
Published Papers 84
Publication Date
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Radiomics Applicability Domain ANalysis Classification Framework (RADAN-CF): a method for evaluating prediction reliability in radiomics
errComputer Methods and Programs in Biomedicine
IF4.8
err2026-04-15
err0
PREAI
errPablo Rodriguez-Belenguer; Manuel Marfil-Trujillo; Aikaterini Vraka; Manolis Tsiknakis; Nikolaos Papanikolaou; Daniele Regge; Kostas Marias; Leonor Cerdá-Alberich; Luis Martí-Bonmatí
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Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-LevelIdentification Risks to Federated Learning and Synthetic Data Challenges
errRadiology-Artificial Intelligence
IF13.2
err2026-01-01
err2
PREAI
errGiouroukou, Konstantina; Marias, Kostas; Tsiknakis, Manolis; Klontzas, Michail E.
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Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape
errPATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errRodrigues, Ana; Rodrigues, Nuno; de Almeida, Jose Guilherme; Gaivao, Ana; Bilreiro, Carlos; Santiago, Ines; Ip, Joana; Beliao, Sara; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Papanikolaou, Nickolas; Domingues, Ines
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Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-12-31
err0
errOAAI
errA. S. Panayides; H. Chen; N. D. Filipovic; T. Geroski; J. Hou; K. Lekadir; K. Marias; G. K. Matsopoulos; G. Papanastasiou; P. Sarder; G. Tourassi; S. A. Tsaftaris; H. Fu; E. Kyriacou; C. P. Loizou; M. Zervakis; J.H. Saltz; F. E. Shamout; K. C. L. Wong; J. Yao; A. Amini; D.I. Fotiadis; C.S. Pattichis; M.S. Pattichis
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A critical review of explainable deep learning in lung cancer diagnosis
errArtificial Intelligence Review
IF13.9
err2025-12-09
err0
errOAAI
errEmmanouil Koutoulakis; Eleftherios Trivizakis; Emmanouil Markodimitrakis; Sophia Agelaki; Manolis Tsiknakis; Kostas Marias
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Scalable Clinical Annotation with Location Evidence (SCALE)
errComputers in Biology and Medicine
IF6.3
err2025-11-21
err0
PREAI
errJoeran S. Bosma; Luc Builtjes; Anindo Saha; Jasper J. Twilt; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Nickolas Papanikolaou; Ivo G. Schoots; Jeroen Veltman; Mattijs Elschot; Derya Yakar; Nancy A. Obuchowski; Mattias P. Heinrich; Alessa Hering; Maarten de Rooij; Henkjan Huisman
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Multifaceted Preprocessing Optimization for Post-Mortem Radiomics Analysis: A Pilot Study on Forensic Age Estimation Using Proximal Femur Radiomics
errJournal of Imaging Informatics in Medicine
IF0
err2025-11-06
err0
PREAI
errDespoina E. Flouri; Matthaios Triantafyllou; Kostas Marias; Apostolos H. Karantanas; Elena F. Kranioti; Michail E. Klontzas
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Self-supervised learning leads to improved performance in biparametric prostate MRI classification
errComputers in Biology and Medicine
IF6.3
err2025-11-04
err0
errOAAI
errJosé Guilherme de Almeida; Ana Sofia Castro Verde; Ana Mascarenhas Gaivão; Carlos Bilreiro; Inês Santiago; Joana Ip; Sara Belião; Celso Matos; Manolis Tsiknakis; Kostas Marias; Daniele Regge; Nickolas Papanikolaou
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The Hidden Challenge: Building Datasets for Artificial Intelligence-Based Intracranial Pressure Prediction
errWORLD NEUROSURGERY
IF2.1
err2025-10-01
err0
errOAAI
errTheodoropoulos, Dimitrios; Marias, Kostas; Vakis, Antonios; Papadaki, Efrosini; Karabetsos, Dimitrios A.
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Radiomics vs. Deep Learning in Autism Classification Using Brain MRI: A Systematic Review
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-09-29
err0
errOAAI
errNalentzi, Katerina; Ioannidis, Georgios S.; Bougias, Haralabos; Bisdas, Sotirios; Balafouta, Myrsini; Sgouropoulou, Cleo; Klontzas, Michail E.; Marias, Kostas; Papavasileiou, Periklis
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A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-29
err0
errOAAI
errHaridimos Kondylakis; Richard Osuala; Xènia Puig-Bosch; Noussair Lazrak; Oliver Diaz; Kaisar Kushibar; Ioanna Chouvarda; Stefanie Charalambous; Martijn PA Starmans; Sara Colantonio; Nikos Tachos; Smriti Joshi; Henry C Woodruff; Zohaib Salahuddin; Gianna Tsakou; Susanna Aussó; Leonor Cerdá Alberich; Nickolas Papanikolaou; Philippe Lambin; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis; Luis Martí-Bonmatí; Karim Lekadir
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Foundation models for radiology—the position of the AI for Health Imaging (AI4HI) network
errInsights into Imaging
IF4.5
err2025-08-06
err0
errOAAI
errJosé Guilherme de Almeida; Leonor Cerdá Alberich; Gianna Tsakou; Kostas Marias; Manolis Tsiknakis; Karim Lekadir; Luis Marti-Bonmati; Nikolaos Papanikolaou
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Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector
errSCIENTIFIC REPORTS
IF3.9
err2025-04-30
err0
errOAAI
errRodrigues, Nuno M.; de Almeida, Jose Guilherme; Verde, Ana Sofia Castro; Gaivao, Ana Mascarenhas; Bireiro, Carlos; Santiago, Ines; Ip, Joana; Beliao, Sara; Matos, Celso; Vanneschi, Leonardo; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Silva, Sara; Papanikolaou, Nickolas
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Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks
errJOURNAL OF IMAGING
IF3.3
err2025-03-26
err0
errOAAI
errDimitriadis, Avtantil; Kalliatakis, Grigorios; Osuala, Richard; Kessler, Dimitri; Mazzetti, Simone; Regge, Daniele; Diaz, Oliver; Lekadir, Karim; Fotiadis, Dimitrios; Tsiknakis, Manolis; Papanikolaou, Nikolaos; Marias, Kostas
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Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer
errBIOENGINEERING-BASEL
IF3.7
err2025-02-26
err0
errOAAI
errZaridis, Dimitrios I.; Pezoulas, Vasileios C.; Mylona, Eugenia; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Tsiknakis, Nikos; Matsopoulos, George K.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I.
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Ultrasound radiomics predict the success of US-guided percutaneous irrigation for shoulder calcific tendinopathy
errJAPANESE JOURNAL OF RADIOLOGY
IF4.1
err2025-01-03
err0
PREAI
errTriantafyllou, Matthaios; Vassalou, Evangelia E.; Klontzas, Michail E.; Tosounidis, Theodoros H.; Marias, Kostas; Karantanas, Apostolos H.
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Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
errINSIGHTS INTO IMAGING
IF4.5
err2024-11-04
err0
errOAAI
errMylona, Eugenia; Zaridis, Dimitrios I.; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I.
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Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-09-01
err0
errOAAI
errTsiknakis, Nikos; Manikis, Georgios; Tzoras, Evangelos; Salgkamis, Dimitrios; Vidal, Joan Martinez; Wang, Kang; Zaridis, Dimitris; Sifakis, Emmanouil; Zerdes, Ioannis; Bergh, Jonas; Hartman, Johan; Acs, Balazs; Marias, Kostas; Foukakis, Theodoros
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ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-07-01
err2
PREAI
errZaridis, Dimitrios I.; Mylona, Eugenia; Tachos, Nikolaos; Kalantzopoulos, Charalampos N.; Marias, Kostas; Tsiknakis, Manolis; Matsopoulos, George K.; Koutsouris, Dimitrios D.; Fotiadis, Dimitrios I.
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ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions
errPATTERNS
IF7.4
err2024-07-01
err0
errOAAI
errZaridis, Dimitrios I.; Mylona, Eugenia; Tsiknakis, Nikos; Tachos, Nikolaos S.; Matsopoulos, George K.; Marias, Kostas; Tsiknakis, Manolis; Fotiadis, Dimitrios I.
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jonas Bergh
H-index: 103 · Papers: 940
A
Aristidis Tsatsakis
H-index: 98 · Papers: 988
A
Alexander M. Seifalian
H-index: 96 · Papers: 739
S
Sheila Payne
H-index: 94 · Papers: 1.2K
L
L. Cerdá Alberich
H-index: 91 · Papers: 639
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