Kostas Marias - Publications, H-index & Citations

Kostas Marias

irccs fondazione del piemonte per l'oncologia

38H指数

409论文数

6.5K被引数

收录论文 84

发表时间

Radiomics Applicability Domain ANalysis Classification Framework (RADAN-CF): a method for evaluating prediction reliability in radiomics 影像组学适用域分析分类框架（RADAN-CF）：一种评估影像组学预测可靠性的方法

Computer Methods and Programs in Biomedicine

IF4.8

2026-04-15

PREAI

Pablo Rodriguez-Belenguer; Manuel Marfil-Trujillo; Aikaterini Vraka; Manolis Tsiknakis; Nikolaos Papanikolaou; Daniele Regge; Kostas Marias; Leonor Cerdá-Alberich; Luis Martí-Bonmatí

Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-LevelIdentification Risks to Federated Learning and Synthetic Data Challenges 重新思考医学影像AI中的隐私问题：从元数据和像素级识别风险到联邦学习和合成数据挑战

Radiology-Artificial Intelligence

IF13.2

2026-01-01

PREAI

Giouroukou, Konstantina; Marias, Kostas; Tsiknakis, Manolis; Klontzas, Michail E.

Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape 前列腺癌治疗领域中的提升模型用于治疗效果估计

PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II

IF0

2026-01-01

PREAI

Rodrigues, 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

Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers 立场文件: 医学图像分析中的人工智能: 进展，临床翻译和新兴前沿

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-12-31

OAAI

A. 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

A critical review of explainable deep learning in lung cancer diagnosis 肺癌诊断中可解释深度学习的综述

Artificial Intelligence Review

IF13.9

2025-12-09

OAAI

Emmanouil Koutoulakis; Eleftherios Trivizakis; Emmanouil Markodimitrakis; Sophia Agelaki; Manolis Tsiknakis; Kostas Marias

Scalable Clinical Annotation with Location Evidence (SCALE)可扩展的临床注释与位置证据（SCALE）

Computers in Biology and Medicine

IF6.3

2025-11-21

PREAI

Joeran 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

Multifaceted Preprocessing Optimization for Post-Mortem Radiomics Analysis: A Pilot Study on Forensic Age Estimation Using Proximal Femur Radiomics 多维度预处理优化用于死后放射组学分析：一项关于利用股骨近端放射组学进行法医年龄估计的试点研究

Journal of Imaging Informatics in Medicine

IF0

2025-11-06

PREAI

Despoina E. Flouri; Matthaios Triantafyllou; Kostas Marias; Apostolos H. Karantanas; Elena F. Kranioti; Michail E. Klontzas

Self-supervised learning leads to improved performance in biparametric prostate MRI classification 自监督学习在双参数前列腺MRI分类中表现出性能提升。

Computers in Biology and Medicine

IF6.3

2025-11-04

OAAI

José 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

The Hidden Challenge: Building Datasets for Artificial Intelligence-Based Intracranial Pressure Prediction 隐藏的挑战：构建用于基于人工智能的颅内压预测的数据集

WORLD NEUROSURGERY

IF2.1

2025-10-01

OAAI

Theodoropoulos, Dimitrios; Marias, Kostas; Vakis, Antonios; Papadaki, Efrosini; Karabetsos, Dimitrios A.

Radiomics vs. Deep Learning in Autism Classification Using Brain MRI: A Systematic Review 放射组学 vs. 深度学习在自闭症分类中的应用：基于脑部MRI的系统评价

APPLIED SCIENCES-BASEL

IF2.5

2025-09-29

OAAI

Nalentzi, Katerina; Ioannidis, Georgios S.; Bougias, Haralabos; Bisdas, Sotirios; Balafouta, Myrsini; Sgouropoulou, Cleo; Klontzas, Michail E.; Marias, Kostas; Papavasileiou, Periklis

A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines 可信赖人工智能在医学影像中的方法综述：FUTURE-AI指南

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-29

OAAI

Haridimos 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

Foundation models for radiology—the position of the AI for Health Imaging (AI4HI) network 放射学的基础模型——健康影像人工智能（AI4HI）网络的观点

Insights into Imaging

IF4.5

2025-08-06

OAAI

José Guilherme de Almeida; Leonor Cerdá Alberich; Gianna Tsakou; Kostas Marias; Manolis Tsiknakis; Karim Lekadir; Luis Marti-Bonmati; Nikolaos Papanikolaou

Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector 通过深度学习辅助的侵袭性前列腺癌检测器有效减少不必要的活检

SCIENTIFIC REPORTS

IF3.9

2025-04-30

OAAI

Rodrigues, 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

Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks 使用多编码器交叉注意力网络评估前列腺MRI中的癌症存在

JOURNAL OF IMAGING

IF3.3

2025-03-26

OAAI

Dimitriadis, Avtantil; Kalliatakis, Grigorios; Osuala, Richard; Kessler, Dimitri; Mazzetti, Simone; Regge, Daniele; Diaz, Oliver; Lekadir, Karim; Fotiadis, Dimitrios; Tsiknakis, Manolis; Papanikolaou, Nikolaos; Marias, Kostas

Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer

BIOENGINEERING-BASEL

IF3.7

2025-02-26

OAAI

Zaridis, 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.

Ultrasound radiomics predict the success of US-guided percutaneous irrigation for shoulder calcific tendinopathy 超声放射组学预测US引导下经皮冲洗治疗肩关节钙化性肌腱炎的成功率

JAPANESE JOURNAL OF RADIOLOGY

IF4.1

2025-01-03

PREAI

Triantafyllou, Matthaios; Vassalou, Evangelia E.; Klontzas, Michail E.; Tosounidis, Theodoros H.; Marias, Kostas; Karantanas, Apostolos H.

Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences 优化前列腺癌诊断的放射组学: 特征选择策略，机器学习分类器和MRI序列

INSIGHTS INTO IMAGING

IF4.5

2024-11-04

OAAI

Mylona, Eugenia; Zaridis, Dimitrios I.; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I.

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images 揭示模型不可知的多尺度分析的力量，以增强乳腺癌组织病理学图像中的人工智能模型

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-09-01

OAAI

Tsiknakis, 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

ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-07-01

PREAI

Zaridis, Dimitrios I.; Mylona, Eugenia; Tachos, Nikolaos; Kalantzopoulos, Charalampos N.; Marias, Kostas; Tsiknakis, Manolis; Matsopoulos, George K.; Koutsouris, Dimitrios D.; Fotiadis, Dimitrios I.

ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions

PATTERNS

IF7.4

2024-07-01

OAAI

Zaridis, Dimitrios I.; Mylona, Eugenia; Tsiknakis, Nikos; Tachos, Nikolaos S.; Matsopoulos, George K.; Marias, Kostas; Tsiknakis, Manolis; Fotiadis, Dimitrios I.

研究方向