Christoph M. Friedrich - Publications, H-index & Citations

Christoph M. Friedrich

IMIBE

32H指数

239论文数

5.5K被引数

收录论文 39

发表时间

Multimodal phenotypic classification of generalized anxiety and panic using structural MRI data and psychosocial factors: machine learning results from the German National Cohort (NAKO) study 基于结构MRI数据和心身社会因素的广泛性焦虑和惊恐的多模态表型分类：德国国家队列（NAKO）研究中的机器学习结果

Translational Psychiatry

IF6.2

2026-05-28

OAAI

Julian Gutzeit; Martin Weiß; Tierney Kuhn; Johanna Klinger-König; Fabian Streit; Christiane Jockwitz; Berit Brandes; Marvin N. Wright; Christoph M. Friedrich; Margarethe Woeckel; Rafael Mikolajczyk; Thomas Keil; Stefanie Castell; Philine Betker; Christopher L. Schlett; Till W. Bärnighausen; Fabian Bamberg; Matthias Günther; Jochen G. Hirsch; Tobias Pischon; Thoralf Niendorf; Michael F. Leitzmann; Patricia Bohmann; Kerstin Wirkner; Lilian Krist; Yanding Wang; Klaus Berger; Sebastian Walther; Hans J. Grabe; Jürgen Deckert; Svenja Caspers; Grit Hein; Angelika Erhardt-Lehmann

MRI-based Radiomics and volumetrics for predicting the onset of Alzheimer’s Disease with explainable machine learning 基于MRI的放射组学及体积测量学，结合可解释机器学习预测阿尔茨海默病的发病。

NeuroImage

IF4.5

2026-02-14

OAAI

Louise Bloch; Katarzyna Borys; Felix Nensa; Christoph M. Friedrich

Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications ImageCLEF 2025概述：医学、社交媒体和内容推荐应用中的多媒体检索

EXPERIMENTAL IR MEETS MULTILINGUALITY, MULTIMODALITY, AND INTERACTION, CLEF 2025

IF0

2026-01-01

PREAI

Ionescu, Bogdan; Muller, Henning; Stanciu, Dan-Cristian; Andrei, Alexandra-Georgiana; Radzhabov, Ahmedkhan; Prokopchuk, Yuri; Stefan, Liviu-Daniel; Constantin, Mihai Gabriel; Dogariu, Mihai; Kovalev, Vassili; Damm, Hendrik; Ruckert, Johannes; Ben Abacha, Asma; de Herrera, Alba G. Seco; Friedrich, Christoph M.; Bloch, Louise; Brungel, Raphael; Idrissi-Yaghir, Ahmad; Schaefer, Henning; Schmidt, Cynthia Sabrina; Pakull, Tabea M. G.; Bracke, Benjamin; Pelka, Obioma; Eryilmaz, Bahadir; Becker, Helmut; Yim, Wen-Wai; Codella, Noel; Novoa, Roberto Andres; Malvehy, Josep; Dimitrov, Dimitar; Das, Rocktim Jyoti; Xie, Zhuohan; Hee, Ming Shan; Nakov, Preslav; Koychev, Ivan; Hicks, Steven A.; Gautam, Sushant; Riegler, Michael A.; Thambawita, Vajira; Halvorsen, Pal; Fabre, Diandra; Macaire, Cecile; Lecouteux, Benjamin; Schwab, Didier; Potthast, Martin; Heinrich, Maximilian; Kiesel, Johannes; Wolter, Moritz; Anand, Sharat; Stein, Benno

SALT: Introducing a framework for hierarchical segmentations in medical imaging using label trees SALT：介绍一种基于标签树的医学影像分层分割框架

Scientific Reports

IF3.9

2025-12-19

OAAI

Sven S. Becker; Giulia Baldini; Cynthia S. Schmidt; Olivia B. Pollok; Obioma Pelka; Judith Kohnke; Katarzyna Borys; Christoph M. Friedrich; Benedikt M. Schaarschmidt; Michael Forsting; Lale Umutlu; Johannes Haubold; Felix Nensa; René Hosch

Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratification 利用自动CT体成分分析杠杆化肌肉减少症指数，用于泛癌种预后分层。

npj Digital Medicine

IF15.1

2025-10-14

OAAI

Katarzyna Borys; Johannes Haubold; Julius Keyl; Maria A. Bali; Riccardo De Angelis; Kévin Brou Boni; Nicolas Coquelet; Judith Kohnke; Giulia Baldini; Lennard Kroll; Sara Schramm; Andreas Stang; Eugen Malamutmann; Jens Kleesiek; Moon Kim; Stefan Kasper; Jens T. Siveke; Marcel Wiesweg; Anja Merkel-Jens; Benedikt M. Schaarschmidt; Viktor Gruenwald; Sebastian Bauer; Arzu Oezcelik; Servet Bölükbas; Ken Herrmann; Rainer Kimmig; Stephan Lang; Jürgen Treckmann; Martin Stuschke; Boris Hadaschik; Lale Umutlu; Michael Forsting; Dirk Schadendorf; Christoph M. Friedrich; Martin Schuler; René Hosch; Felix Nensa

Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level 集成景观尺度支持基于SAR的田间水平物候发育的检测与评估

Frontiers in Remote Sensing

IF3.7

2025-08-25

OAAI

Johannes Löw; Steven Hill; Insa Otte; Christoph Friedrich; Michael Thiel; Tobias Ullmann; Christopher Conrad

Acoustic Event Detection in Vehicles: A Multi-Label Classification Approach

SENSORS

IF3.5

2025-04-19

OAAI

Antony, Anaswara; Theimer, Wolfgang; Grossetti, Giovanni; Friedrich, Christoph M.

Diabetic foot ulcers segmentation challenge report: Benchmark and analysis 糖尿病足溃疡细分挑战报告: 基准和分析

MEDICAL IMAGE ANALYSIS

IF11.8

2024-05-01

OAAI

Yap, Moi Hoon; Cassidy, Bill; Byra, Michal; Liao, Ting-yu; Yi, Huahui; Galdran, Adrian; Chen, Yung-Han; Bruengel, Raphael; Koitka, Sven; Friedrich, Christoph M.; Lo, Yu-wen; Yang, Ching-hui; Li, Kang; Lao, Qicheng; Ballester, Miguel A. Gonzalez; Carneiro, Gustavo; Ju, Yi-Jen; Huang, Juinn-Dar; Pappachan, Joseph M.; Reeves, Neil D.; Chandrabalan, Vishnu; Dancey, Darren; Kendrick, Connah

Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection 3D深度学习和经典机器学习对阿尔茨海默病检测的系统比较

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-03-01

OAAI

Bloch, Louise; Friedrich, Christoph M.

Monitoring Flow-Forming Processes Using Design of Experiments and a Machine Learning Approach Based on Randomized-Supervised Time Series Forest and Recursive Feature Elimination

SENSORS

IF3.5

2024-02-27

OAAI

Anozie, Leroy; Fink, Bodo; Friedrich, Christoph M.; Engels, Christoph

Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-07-01

OAAI

Schaefer, Henning; Idrissi-Yaghir, Ahmad; Bewersdorff, Jeanette; Frihat, Sameh; Friedrich, Christoph M.; Zesch, Torsten

Explainable AI in medical imaging: An overview for clinical practitioners-Beyond saliency-based XAI approaches 医学成像中的可解释AI: 临床从业人员概述-超越基于显著性的XAI方法

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2023-05-01

OAAI

Borys, Katarzyna; Schmitt, Yasmin Alyssa; Nauta, Meike; Seifert, Christin; Kraemer, Nicole; Friedrich, Christoph M.; Nensa, Felix

Explainable AI in medical imaging: An overview for clinical practitioners-Saliency-based XAI approaches 医学成像中的可解释AI: 临床从业人员概述-基于显著性的XAI方法

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2023-05-01

OAAI

Borys, Katarzyna; Schmitt, Yasmin Alyssa; Nauta, Meike; Seifert, Christin; Kraemer, Nicole; Friedrich, Christoph M.; Nensa, Felix

NanoDefiner Framework and e-Tool Revisited According to the European Commission's Nanomaterial Definition 2022/C 229/01

NANOMATERIALS

IF4.3

2023-03-09

OAAI

Bruengel, Raphael; Rueckert, Johannes; Mueller, Philipp; Babick, Frank; Friedrich, Christoph M.; Ghanem, Antoine; Hodoroaba, Vasile-Dan; Mech, Agnieszka; Weigel, Stefan; Wohlleben, Wendel; Rauscher, Hubert

Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups

SENSORS

IF3.5

2023-01-08

OAAI

de Canaviri, Lara Kuhlmann; Meiszl, Katharina; Hussein, Vana; Abbassi, Pegah; Mirraziroudsari, Seyedeh Delaram; Hake, Laurin; Potthast, Tobias; Ratert, Fabian; Schulten, Tessa; Silberbach, Marc; Warnecke, Yannik; Wiswede, Daniel; Schiprowski, Witold; Hess, Daniel; Bruengel, Raphael; Friedrich, Christoph M.

Intracranial Aneurysm Classifier Using Phenotypic Factors: An International Pooled Analysis

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-08-30

OAAI

Morel, Sandrine; Hostettler, Isabel C.; Spinner, Georg R.; Bourcier, Romain; Pera, Joanna; Meling, Torstein R.; Alg, Varinder S.; Houlden, Henry; Bakker, Mark K.; van't Hof, Femke; Rinkel, Gabriel J. E.; Foroud, Tatiana; Lai, Dongbing; Moomaw, Charles J.; Worrall, Bradford B.; Caroff, Jildaz; Constant-dits-Beaufils, Pacome; Karakachoff, Matilde; Rimbert, Antoine; Rouchaud, Aymeric; Gaal-Paavola, Emilia, I; Kaukovalta, Hanna; Kivisaari, Riku; Laakso, Aki; Jahromi, Behnam Rezai; Tulamo, Riikka; Friedrich, Christoph M.; Dauvillier, Jerome; Hirsch, Sven; Isidor, Nathalie; Kulcsar, Zolt; Lovblad, Karl O.; Martin, Olivier; Machi, Paolo; Pereira, Vitor Mendes; Rufenacht, Daniel; Schaller, Karl; Schilling, Sabine; Slowik, Agnieszka; Jaaskelainen, Juha E.; von und zu Fraunberg, Mikael; Jimenez-Conde, Jordi; Cuadrado-Godia, Elisa; Soriano-Tarraga, Carolina; Millwood, Iona Y.; Walters, Robin G.; Kim, Helen; Redon, Richard; Ko, Nerissa U.; Rouleau, Guy A.; Lindgren, Antti; Niemela, Mika; Desal, Hubert; Woo, Daniel; Broderick, Joseph P.; Werring, David J.; Ruigrok, Ynte M.; Bijlenga, Philippe

Bayesian network analysis reveals the interplay of intracranial aneurysm rupture risk factors 贝叶斯网络分析揭示颅内动脉瘤破裂危险因素的相互作用

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-08-01

OAAI

Delucchi, Matteo; Spinner, Georg R.; Scutari, Marco; Bijlenga, Philippe; Morel, Sandrine; Friedrich, Christoph M.; Furrer, Reinhard; Hirsch, Sven

Data analysis with Shapley values for automatic subject selection in Alzheimer's disease data sets using interpretable machine learning

ALZHEIMERS RESEARCH & THERAPY

IF7.6

2021-09-15

OAAI

Bloch, Louise; Friedrich, Christoph M.

Deep learning in diabetic foot ulcers detection: A comprehensive evaluation

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-08-01

OAAI

Yap, Moi Hoon; Hachiuma, Ryo; Alavi, Azadeh; Brungel, Raphael; Cassidy, Bill; Goyal, Manu; Zhu, Hongtao; Ruckert, Johannes; Olshansky, Moshe; Huang, Xiao; Saito, Hideo; Hassanpour, Saeed; Friedrich, Christoph M.; Ascher, David; Song, Anping; Kajita, Hiroki; Gillespie, David; Reeves, Neil D.; Pappachan, Joseph; O'Shea, Claire; Frank, Eibe

Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors (vol 52, pg 1303, 2020)颅内动脉瘤的全基因组关联研究确定了17个风险基因座和与临床风险因素的遗传重叠 (第52卷，1303页，2020)

NATURE GENETICS

IF31.8

2020-12-22

OAAI

Bakker, Mark K.; Van der Spek, Rick A. A.; Van Rheenen, Wouter; Morel, Sandrine; Bourcier, Romain; Hostettler, Isabel C.; Alg, Varinder S.; Van Eijk, Kristel R.; Koido, Masaru; Akiyama, Masato; Terao, Chikashi; Matsuda, Koichi; Walters, Robin G.; Lin, Kuang; Li, Liming; Millwood, Iona Y.; Chen, Zhengming; Rouleau, Guy A.; Zhou, Sirui; Rannikmae, Kristiina; Sudlow, Cathie L. M.; Houlden, Henry; Van den Berg, Leonard H.; Dina, Christian; Naggara, Olivier; Gentric, Jean-Christophe; Shotar, Eimad; Eugene, Francois; Desal, Hubert; Winsvold, Bendik S.; Borte, Sigrid; Johnsen, Marianne Bakke; Brumpton, Ben M.; Sandvei, Marie Softeland; Willer, Cristen J.; Hveem, Kristian; Zwart, John-Anker; Verschuren, W. M. Monique; Friedrich, Christoph M.; Hirsch, Sven; Schilling, Sabine; Dauvillier, Jerome; Martin, Olivier; Jones, Gregory T.; Bown, Matthew J.; Ko, Nerissa U.; Kim, Helen; Coleman, Jonathan R. I.; Breen, Gerome; Zaroff, Jonathan G.; Klijn, Catharina J. M.; Malik, Rainer; Dichgans, Martin; Sargurupremraj, Muralidharan; Tatlisumak, Turgut; Amouyel, Philippe; Debette, Stephanie; Rinkel, Gabriel J. E.; Worrall, Bradford B.; Pera, Joanna; Slowik, Agnieszka; Gaal-Paavola, Emilia I.; Niemela, Mika; Jaaskelainen, Juha E.; Zu Fraunberg, Mikael Von Und; Lindgren, Antti; Broderick, Joseph P.; Werring, David J.; Woo, Daniel; Redon, Richard; Bijlenga, Philippe; Kamatani, Yoichiro; Veldink, Jan H.; Ruigrok, Ynte M.

研究方向