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Lukas Ruff

aignostics gmbh

14H指数
50论文数
1.7K被引数
收录论文 15
发表时间
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Mind the Gap: Continuous magnification sampling for pathology foundation models注意差距：用于病理学基础模型的连续放大采样
errMedical Image Analysis
IF11.8
err2026-10-01
err0
PREAI
errAlexander Möllers; Julius Hense; Florian Schulz; Timo Milbich; Maximilian Alber; Lukas Ruff
err分享
err收藏
Towards robust foundation models for digital pathology面向数字病理学的鲁棒基础模型
errNature Communications
IF15.7
err2026-06-11
err0
errOAAI
errJonah Kömen; Edwin D. de Jong; Julius Hense; Hannah Marienwald; Jonas Dippel; Philip Naumann; Eric Marcus; Lukas Ruff; Maximilian Alber; Jonas Teuwen; Frederick Klauschen; Klaus-Robert Müller
err分享
err收藏
AI-powered spatial cell phenomics enhances risk stratification in non-small cell lung cancer人工智能驱动的空间细胞表型学增强非小细胞肺癌的风险分层
errNature Communications
IF15.7
err2025-11-03
err0
errOAAI
errSimon Schallenberg; Gabriel Dernbach; Sharon Ruane; Philipp Jurmeister; Cornelius Böhm; Kai Standvoss; Sandip Ghosh; Marco Frentsch; Mihnea P. Dragomir; Philipp G. Keyl; Corinna Friedrich; Il-Kang Na; Sabine Merkelbach-Bruse; Alexander Quaas; Nikolaj Frost; Kyrill Boschung; Winfried Randerath; Georg Schlachtenberger; Matthias Heldwein; Ulrich Keilholz; Khosro Hekmat; Jens-Carsten Rückert; Reinhard Büttner; Angela Vasaturo; David Horst; Lukas Ruff; Maximilian Alber; Klaus-Robert Müller; Frederick Klauschen
err分享
err收藏
Explainable AI reveals Clever Hans effects in unsupervised learning models可解释的AI在无监督学习模型中揭示了聪明的Hans效应
errNATURE MACHINE INTELLIGENCE
IF23.9
err2025-03-17
err0
errOAAI
errKauffmann, Jacob; Dippel, Jonas; Ruff, Lukas; Montavon, Gregoire
err分享
err收藏
Dissecting AI-based mutation prediction in lung adenocarcinoma: A comprehensive real-world study剖析肺腺癌中基于AI的突变预测: 一项全面的现实研究
errEUROPEAN JOURNAL OF CANCER
IF7.1
err2024-11-01
err1
PREAI
errDernbach, Gabriel; Kazdal, Daniel; Ruff, Lukas; Alber, Maximilian; Romanovsky, Eva; Schallenberg, Simon; Christopoulos, Petros; Weis, Cleo-Aron; Muley, Thomas; Schneider, Marc A.; Schirmacher, Peter; Thomas, Michael; Mueller, Klaus-Robert; Budczies, Jan; Stenzinger, Albrecht; Klauschen, Frederick
err分享
err收藏
Leveraging weak complementary labels enhances semantic segmentation of hepatocellular carcinoma and intrahepatic cholangiocarcinoma
errSCIENTIFIC REPORTS
IF3.9
err2024-10-23
err0
errOAAI
errHaegele, Miriam; Eschrich, Johannes; Ruff, Lukas; Alber, Maximilian; Schallenberg, Simon; Guillot, Adrien; Roderburg, Christoph; Tacke, Frank; Klauschen, Frederick
err分享
err收藏
Neoadjuvant chemotherapy and radiation shape the local and regional adaptive antitumor immune response in lung squamous cell carcinomas
errCANCER RESEARCH
IF16.6
err2024-03-22
err0
PREAI
errKrupar, Rosemarie; Nieder, Justin; Braegelmann, Johannes; Haarmann, Mareike; Goldmann, Torsten; Ruane, Sharon; Milbich, Timo; Boehm, Cornelius; Ruff, Lukas; Ribbat-Idel, Julika; Watermann, Christian; Perner, Sven; Kuempers, Christiane
err分享
err收藏
AI-driven, mIF-based cell-omics reveals spatially resolved cell signature for outcome prediction in NSCLC patients
errCANCER RESEARCH
IF16.6
err2024-03-22
err0
PREAI
errSchallenberg, Simon; Dernbach, Gabriel; Ruane, Sharon; Bohm, Cornelius; Ruff, Lukas; Standvoss, Kai; Ghosh, Sandip; Frentsch, Marco; Dragomir, Mihnea; Fritz, Rebecca; Koch, Ines; Friedrich, Corinna; Na, Il-Kang; Merkelbach-Bruse, Sabine; Quaas, Alexander; Frost, Nikolaj; Boschung, Kyrill; Randerath, Winfried; Schlachtenberger, Georg; Heldwein, Matthias; Keilholz, Ulrich; Hekmat, Khosro; Ruckert, Jens; Buttner, Reinhard; Vasaturo, Angela; Horst, David; Alber, Maximilian; Klauschen, Frederick
err分享
err收藏
TTF-1 status in early-stage lung adenocarcinoma is an independent predictor of relapse and survival superior to tumor grading
errCANCER RESEARCH
IF16.6
err2024-03-22
err0
PREAI
errSchallenberg, Simon; Dernbach, Gabriel; Dragomir, Mihnea; Schlachtenberger, Georg; Boschung, Kyrill; Friedrich, Corinna; Standvoss, Kai; Ruff, Lukas; Anders, Philipp; Grohe, Christian; Randerath, Winfried; Merkelbach-Bruse, Sabine; Quaas, Alexander; Heldwein, Matthias; Keilholz, Ulrich; Hekmat, Khosro; Ruckert, Jens; Buttner, Reinhard; Horst, David; Klauschen, Frederick; Frost, Nikolaj
err分享
err收藏
From Clustering to Cluster Explanations via Neural Networks通过神经网络从聚类到聚类解释
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err25
errOAAI
errKauffmann, Jacob; Esders, Malte; Ruff, Lukas; Montavon, Gregoire; Samek, Wojciech; Mueller, Klaus-Robert
err分享
err收藏
Toward Explainable Artificial Intelligence for Precision Pathology走向可解释的精确病理学人工智能
errANNUAL REVIEW OF PATHOLOGY-MECHANISMS OF DISEASE
IF34.5
err2024-01-24
err14
errOAAI
errKlauschen, Frederick; Dippel, Jonas; Keyl, Philipp; Jurmeister, Philipp; Bockmayr, Michael; Mock, Andreas; Buchstab, Oliver; Alber, Maximilian; Ruff, Lukas; Montavon, Gregoire; Mueller, Klaus-Robert
err分享
err收藏
TTF-1 status in early-stage lung adenocarcinoma is an independent predictor of relapse and survival superior to tumor grading
errEUROPEAN JOURNAL OF CANCER
IF7.1
err2024-01-01
err2
errOAAI
errSchallenberg, Simon; Dernbach, Gabriel; Dragomir, Mihnea P.; Schlachtenberger, Georg; Boschung, Kyrill; Friedrich, Corinna; Standvoss, Kai; Ruff, Lukas; Anders, Philipp; Grohe, Christian; Randerath, Winfried; Merkelbach-Bruse, Sabine; Quaas, Alexander; Heldwein, Matthias; Keilholz, Ulrich; Hekmat, Jens Khosro; Rueckert, Carsten; Buettner, Reinhard; Horst, David; Klauschen, Frederick; Frost, Nikolaj
err分享
err收藏
AI powered quantification of mitotic rate in H&E stained tissue detects significant differences between treatment groups of preclinical pancreas cancer xenografts
errCANCER RESEARCH
IF16.6
err2023-04-04
err0
PREAI
errRuane, Sharon; Ruff, Lukas; Reichholf, Brian; Aigner, Christina; Barbuta, Emil; Tietz, Stephan; Atanaszov, Oliver; Krupar, Rosemarie; Schallenberg, Simon; Alber, Maximilian; Trapani, Francesca; Klauschen, Frederick
err分享
err收藏
Cell cycle arrest status predicted from H&E stained images using deep learning
errCANCER RESEARCH
IF16.6
err2023-04-04
err0
PREAI
errAigner, Christina; Reichholf, Brian; Emschwiller, Maxime; Pezer, Marija; Winterhoff, Tobias; Schallenberg, Simon; Krupar, Rosemarie; Ruff, Lukas; Ruane, Sharon; Alber, Maximilian; Klauschen, Frederick; Trapani, Francesca
err分享
err收藏
A Unifying Review of Deep and Shallow Anomaly Detection深浅异常检测的统一评述
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-05-01
err482
errOAAI
errRuff, Lukas; Kauffmann, Jacob R.; Vandermeulen, Robert A.; Montavon, Gregoire; Samek, Wojciech; Kloft, Marius; Dietterich, Thomas G.; Mueller, Klaus-Robert
err分享
err收藏

研究方向

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Frank Tacke
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H 指数: 87 · 论文数: 1.0K
U
Ulrich Keilholz
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