Nickolas Papanikolaou - Publications, H-index & Citations

Nickolas Papanikolaou

champalimaud foundation

42H指数

302论文数

6.2K被引数

收录论文 100

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

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

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

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health AI模型护照：健康领域透明AI的数据与系统可追溯性框架

Computational and Structural Biotechnology Journal

IF4.1

2025-10-01

OAAI

Varvara 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

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

Auto-METRICS: LLM-assisted scientific quality control for radiomics research Auto-METRICS：基于大语言模型的放射组学研究的科学质量控制

European Journal of Radiology

IF3.3

2025-08-07

OAAI

José Guilherme de Almeida; Nickolas Papanikolaou

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

Medical machine learning operations: a framework to facilitate clinical AI development and deployment in radiology 医学机器学习运营：一个促进放射学中临床人工智能开发和部署的框架

EUROPEAN RADIOLOGY

IF4.7

2025-05-08

OAAI

de Almeida, Jose Guilherme; Messiou, Christina; Withey, Sam J.; Matos, Celso; Koh, Dow-Mu; Papanikolaou, Nickolas

AI and human interactions in prostate cancer diagnosis using MRI 使用MRI的AI与人类在前列腺癌诊断中的交互

EUROPEAN RADIOLOGY

IF4.7

2025-03-07

PREAI

Padhani, Anwar R.; Papanikolaou, Nickolas

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.

Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction

JCO CLINICAL CANCER INFORMATICS

IF2.8

2024-09-01

PREAI

Rodrigues, Nuno M.; de Almeida, Jose Guilherme; Rodrigues, Ana; Vanneschi, Leonardo; Matos, Celso; Lisitskaya, Maria V.; Uysal, Aycan; Silva, Sara; Papanikolaou, Nickolas

Prediction of extracapsular extension of prostate cancer by MRI radiomic signature: a systematic review

INSIGHTS INTO IMAGING

IF4.5

2024-08-26

OAAI

Guerra, Adalgisa; Wang, Helen; Orton, Matthew R.; Konidari, Marianna; Papanikolaou, Nickolas K.; Koh, Dow Mu; Donato, Helena; Alves, Filipe Caseiro

Clinical application of machine learning models in patients with prostate cancer before prostatectomy 机器学习模型在前列腺癌患者术前的临床应用

CANCER IMAGING

IF3.5

2024-02-08

OAAI

Guerra, Adalgisa; Orton, Matthew R.; Wang, Helen; Konidari, Marianna; Maes, Kris; Papanikolaou, Nickolas K.; Koh, Dow Mu

METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII 方法学放射组学评分 (METRICS): EuSoMII认可的放射组学研究质量评分工具

INSIGHTS INTO IMAGING

IF4.5

2024-01-17

100

OAAI

Kocak, Burak; Akinci D'Antonoli, Tugba; Mercaldo, Nathaniel; Alberich-Bayarri, Angel; Baessler, Bettina; Ambrosini, Ilaria; Andreychenko, Anna E.; Bakas, Spyridon; Beets-Tan, Regina G. H.; Bressem, Keno; Buvat, Irene; Cannella, Roberto; Cappellini, Luca Alessandro; Cavallo, Armando Ugo; Chepelev, Leonid L.; Chu, Linda Chi Hang; Demircioglu, Aydin; deSouza, Nandita M.; Dietzel, Matthias; Fanni, Salvatore Claudio; Fedorov, Andrey; Fournier, Laure S.; Giannini, Valentina; Girometti, Rossano; Groot Lipman, Kevin B. W.; Kalarakis, Georgios; Kelly, Brendan S.; Klontzas, Michail E.; Koh, Dow-Mu; Kotter, Elmar; Lee, Ho Yun; Maas, Mario; Marti-Bonmati, Luis; Muller, Henning; Obuchowski, Nancy; Orlhac, Fanny; Papanikolaou, Nikolaos; Petrash, Ekaterina; Pfaehler, Elisabeth; Pinto dos Santos, Daniel; Ponsiglione, Andrea; Sabater, Sebastia; Sardanelli, Francesco; Seeboeck, Philipp; Sijtsema, Nanna M.; Stanzione, Arnaldo; Traverso, Alberto; Ugga, Lorenzo; Vallieres, Martin; van Dijk, Lisanne V.; van Griethuysen, Joost J. M.; van Hamersvelt, Robbert W.; van Ooijen, Peter; Vernuccio, Federica; Wang, Alan; Williams, Stuart; Witowski, Jan; Zhang, Zhongyi; Zwanenburg, Alex; Cuocolo, Renato

Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness

SCIENTIFIC REPORTS

IF3.9

2023-04-17

OAAI

Rodrigues, Ana; Rodrigues, Nuno; Santinha, Joao; Lisitskaya, Maria V.; Uysal, Aycan; Matos, Celso; Domingues, Ines; Papanikolaou, Nickolas

Synergies of Radiomics and Transcriptomics in Lung Cancer Diagnosis: A Pilot Study

DIAGNOSTICS

IF3.3

2023-02-15

OAAI

Dovrou, Aikaterini; Bei, Ekaterini; Sfakianakis, Stelios; Marias, Kostas; Papanikolaou, Nickolas; Zervakis, Michalis

Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review

INSIGHTS INTO IMAGING

IF4.5

2022-12-12

OAAI

Dimitriadis, Avtantil; Trivizakis, Eleftherios; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas

Artificial intelligence and machine learning in cancer imaging 人工智能和机器学习在癌症成像中的应用

COMMUNICATIONS MEDICINE

IF6.3

2022-10-27

124

OAAI

Koh, Dow-Mu; Papanikolaou, Nickolas; Bick, Ulrich; Illing, Rowland; Kahn, Charles E., Jr.; Kalpathi-Cramer, Jayshree; Matos, Celso; Marti-Bonmati, Luis; Miles, Anne; Mun, Seong Ki; Napel, Sandy; Rockall, Andrea; Sala, Evis; Strickland, Nicola; Prior, Fred

Innovations in thoracic imaging: CT, radiomics, AI and x-ray velocimetry 胸部影像学的创新进展：CT、影像组学、人工智能与X线测速技术

RESPIROLOGY

IF6.3

2022-08-14

OAAI

Vliegenthart, Rozemarijn; Fouras, Andreas; Jacobs, Colin; Papanikolaou, Nickolas

COVID-19 Disease and Vaccination: Knowledge, Fears, Perceptions and Feelings of Regret for Not Having Been Vaccinated among Hospitalized Greek Patients Suffering SARS-CoV-2 Infection

INFECTIOUS DISEASE REPORTS

IF2.4

2022-08-08

OAAI

Ioannou, Petros; Tzalis, Sotiris; Pasparaki, Eirini; Spentzouri, Despoina; Konidaki, Myrto; Papakitsou, Ioanna; Spernovasilis, Nikolaos; Papanikolaou, Nikolaos; Samonis, George; Kofteridis, Diamantis P.

研究方向