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M

Manolis Tsiknakis

Hellenic Mediterranean University

39H指数
411论文数
7.3K被引数
收录论文 73
发表时间
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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
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
err分享
err收藏
Federated learning on magnetic resonance imaging: a critical review磁共振成像的联合学习: 批判性评论
errArtificial Intelligence Review
IF13.9
err2026-01-28
err0
errOAAI
errEmmanouil Markodimitrakis; Eleftherios Trivizakis; Georgios S. Ioannidis; Emmanouil Koutoulakis; Manolis Tsiknakis; Nikolaos Papanikolaou; Michail E. Klontzas; Mohammad Yaqub; Kostas Marias
err分享
err收藏
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
errRadiology-Artificial Intelligence
IF13.2
err2026-01-01
err2
PREAI
errGiouroukou, Konstantina; Marias, Kostas; Tsiknakis, Manolis; Klontzas, Michail E.
err分享
err收藏
Distinguishing Gait Patterns in PD Patients Under Different Treatments via Recurrence Plots and Vision Transformer Fusion通过递归图和视觉 Transformer 融合区分不同治疗下帕金森病患者的步态模式
errIEEE Open Journal of Engineering in Medicine and Biology
IF2.9
err2026-01-01
err0
PREAI
errSkaramagkas, Vasileios; Karamanis, Georgios; Boura, Iro; Chatzaki, Chariklia; Spanaki, Cleanthe; Kefalopoulou, Zinovia; Tsiknakis, Manolis
err分享
err收藏
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
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
err分享
err收藏
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
errArtificial Intelligence Review
IF13.9
err2025-12-09
err0
errOAAI
errEmmanouil Koutoulakis; Eleftherios Trivizakis; Emmanouil Markodimitrakis; Sophia Agelaki; Manolis Tsiknakis; Kostas Marias
err分享
err收藏
An Overview of Stress Analysis Based on Physiological Signals: Systematic Review of Open Datasets and Current Trends基于生理信号的压力分析概述：开放数据集和当前趋势的系统综述
errSensors 2025, Vol. 25, Page 7108
IF3.5
err2025-11-21
err0
errOAAI
errChariklia Chatzaki; Manolis Tsiknakis
err分享
err收藏
Scalable Clinical Annotation with Location Evidence (SCALE)可扩展的临床注释与位置证据（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
err分享
err收藏
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。
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
err分享
err收藏
AI Model Passport: Data and System Traceability Framework for Transparent AI in HealthAI模型护照：健康领域透明AI的数据与系统可追溯性框架
errComputational and Structural Biotechnology Journal
IF4.1
err2025-10-01
err0
errOAAI
errVarvara Kalokyri; Nikolaos S. Tachos; Charalampos N. Kalantzopoulos; Stelios Sfakianakis; Haridimos Kondylakis; Dimitrios I. Zaridis; Sara Colantonio; Daniele Regge; Nikolaos Papanikolaou; Konstantinos Marias; Dimitrios I. Fotiadis; Manolis Tsiknakis
err分享
err收藏
Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS基于多核-FCN-LSTM和血红蛋白差异的fNIRS疼痛评估
errACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE
IF0
err2025-10-01
err0
PREAI
errBargshady, Ghazal; Aziz, Sumair; Gkikas, Stefanos; Tsiknakis, Manolis; Goecke, Roland; Rojas, Raul Fernandez
err分享
err收藏
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
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
err分享
err收藏
A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion一种基于EDA和ECG融合的多模态疼痛检测CrossMod-Transformer深度学习框架
errScientific Reports
IF3.9
err2025-08-12
err0
errOAAI
errJaleh Farmani; Ghazal Bargshady; Stefanos Gkikas; Manolis Tsiknakis; Raul Fernandez Rojas
err分享
err收藏
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
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
err分享
err收藏
Topic modeling and sentiment analysis of Greek clinician–patient conversations in hematologic malignancies希腊血液恶性肿瘤临床医患对话的主题建模与情感分析
errInternational Journal of Medical Informatics
IF4.1
err2025-07-30
err0
errOAAI
errMaria Evangelia Chatzimina; Helen A. Papadaki; Charalampos Pontikoglou; Manolis Tsiknakis
err分享
err收藏
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
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
err分享
err收藏
Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos基于面部视频的帕金森病患者用药状态分类的双流变压器
errNPJ DIGITAL MEDICINE
IF15.1
err2025-04-26
err0
errOAAI
errSkaramagkas, Vasileios; Boura, Iro; Karamanis, Georgios; Kyprakis, Ioannis; Fotiadis, Dimitrios I.; Kefalopoulou, Zinovia; Spanaki, Cleanthe; Tsiknakis, Manolis
err分享
err收藏
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
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
err分享
err收藏
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.
err分享
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Empowering cancer research in Europe: the EUCAIM cancer imaging infrastructure
errINSIGHTS INTO IMAGING
IF4.5
err2025-02-24
err0
errOAAI
errMarti-Bonmati, Luis; Blanquer, Ignacio; Tsiknakis, Manolis; Tsakou, Gianna; Martinez, Ricard; Capella-Gutierrez, Salvador; Zullino, Sara; Meszaros, Janos; Bron, Esther E.; Gelpi, Jose Luis; Riklund, Katrine; Chaabane, Linda; Schlemmer, Heinz-Peter; Aznar, Mario; Serrano Candelas, Patricia; Gordebeke, Peter; Hierath, Monika; EUCAIM Consortium European Soc Radiology, Hanna
err分享
err收藏

研究方向

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Subhas Chandra Mukhopadhyay
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Athanasios G. Tzioufas
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