Keno K. Bressem

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All published works

Action	Title	Year	Authors
+ PDF Chat	Vision Foundation Models for Computed Tomography	2025	Suraj Pai Ibrahim Hadžić Dennis Bontempi Keno K. Bressem Benjamin H. Kann Andriy Fedorov Raymond H. Mak Hugo J.W.L. Aerts
+ PDF Chat	Large Language Models-Enabled Digital Twins for Precision Medicine in Rare Gynecological Tumors	2024	Jacqueline Lammert Nicole Pfarr Leonid Kuligin Sonja Mathes Tobias Dreyer Luise Modersohn Patrick Metzger Dyke Ferber Jakob Nikolas Kather Daniel Truhn
+ PDF Chat	Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data	2024	Felix J. Dorfner Amin Dada Felix Busch Marcus R. Makowski Tianyu Han Daniel Truhn Jens Kleesiek Madhumita Sushil Jacqueline Lammert Lisa C. Adams
+ PDF Chat	RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation	2024	Soroosh Tayebi Arasteh Mahshad Lotfinia Keno K. Bressem Robert Siepmann Dyke Ferber Christiane Kühl Jakob Nikolas Kather Sven Nebelung Daniel Truhn
+ PDF Chat	Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection	2024	Felix J. Dorfner Janis L. Vahldiek Leonhard Donle Andrei Zhukov Lina Xu Hartmut Häntze Marcus R. Makowski Hugo J.W.L. Aerts Fabian Proft Valeria Ríos Rodríguez
+ PDF Chat	MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences	2024	Hartmut Häntze Lina Xu Felix J. Dorfner Leonhard Donle Daniel Truhn Hugo J.W.L. Aerts Mathias Prokop Bram van Ginneken Alessa Hering Lisa C. Adams
+ PDF Chat	Improve Cross-Modality Segmentation by Treating MRI Images as Inverted CT Scans	2024	Hartmut Häntze Lina Xu Leonhard Donle Felix J. Dorfner Alessa Hering Lisa C. Adams Keno K. Bressem
+	Integrating Text and Image Analysis: Exploring GPT-4V’s Capabilities in Advanced Radiological Applications Across Subspecialties	2024	Felix Busch Tianyu Han Marcus R. Makowski Daniel Truhn Keno K. Bressem Lisa C. Adams
+ PDF Chat	Is Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports	2024	Felix J. Dorfner Liv Jürgensen Leonhard Donle Fares Al Mohamad Tobias R. Bodenmann Mason C. Cleveland Felix Busch Lisa C. Adams James Sato Thomas Schultz
+ PDF Chat	LongHealth: A Question Answering Benchmark with Long Clinical Documents	2024	Lisa C. Adams Felix Busch Tianyu Han Jean-Baptiste Excoffier Matthieu Ortala Alexander Löser Hugo J.W.L. Aerts Jakob Nikolas Kather Daniel Truhn Keno K. Bressem
+	Generalist embedding models are better at short-context clinical semantic search than specialized embedding models	2024	Jean-Baptiste Excoffier Tom Roehr Alexei Figueroa Michalis Papaaioannou Keno K. Bressem Matthieu Ortala
+ PDF Chat	From Global Health to Global Warming: Tracing Climate Change Interest during the First Two Years of COVID-19 Using Google Trends Data from the United States	2023	Lena Hoffmann Keno K. Bressem Jonas Cittadino Christopher Rueger Phillip Suwalski Jakob Meinel Simon Funken Felix Busch
+ PDF Chat	medBERT.de: A comprehensive German BERT model for the medical domain	2023	Keno K. Bressem Jens-Michalis Papaioannou Paul Grundmann Florian Borchert Lisa C. Adams Leonhard Liu Felix Busch Lina Xu Jan P. Loyen Stefan M. Niehues
+	Leveraging GPT-4 for Post Hoc Transformation of Free-text Radiology Reports into Structured Reporting: A Multilingual Feasibility Study	2023	Lisa C. Adams Daniel Truhn Felix Busch Avan Kader Stefan M. Niehues Marcus R. Makowski Keno K. Bressem
+ PDF Chat	What Does DALL-E 2 Know About Radiology?	2023	Lisa C. Adams Felix Busch Daniel Truhn Marcus R. Makowski Hugo J.W.L. Aerts Keno K. Bressem
+	MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain	2023	Keno K. Bressem Jens-Michalis Papaioannou Paul Grundmann Florian Borchert Lisa C. Adams Leonhard Liu Felix Busch Lina Xu Jan P. Loyen Stefan M. Niehues
+	MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data	2023	Tianyu Han Lisa C. Adams Jens-Michalis Papaioannou Paul Grundmann Tom Oberhauser Alexander Löser Daniel Truhn Keno K. Bressem
+	Medical Foundation Models are Susceptible to Targeted Misinformation Attacks	2023	Tianyu Han Sven Nebelung Firas Khader Tianci Wang Gustav Mueller-Franzes Christiane Kühl Sebastian Försch Jens Kleesiek Christoph Haarburger Keno K. Bressem
+	From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties	2023	Felix Busch Tianyu Han Marcus R. Makowski Daniel Truhn Keno K. Bressem Lisa C. Adams
+	Dataset: From Global Health to Global Warming: Tracing Climate Change Interest During the First Two Years of COVID-19 using Google Trends Data from the United States	2023	Lena Hoffmann Keno K. Bressem Jonas Cittadino Christopher Rueger Phillip Suwalski Jakob Meinel Simon Funken Felix Busch
+	What Does DALL-E 2 Know About Radiology?	2022	Lisa C. Adams Felix Busch Daniel Truhn Marcus R. Makowski Hugo J.W.L. Aerts Keno K. Bressem
+	Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis	2022	Firas Khader Gustav Mueller-Franzes Tianci Wang Tianyu Han Soroosh Tayebi Arasteh Christoph Haarburger Johannes Stegmaier Keno K. Bressem Christiane Kühl Sven Nebelung
+ PDF Chat	3D U-Net For Segmentation of Covid-19-Associated Pulmonary Infiltrates Using Transfer Learning: State-Of-The-Art Results on Affordable Hardware	2021	Keno K. Bressem Stefan M. Niehues Günther Engel Bernd Hamm Marcus R. Makowski Janis L. Vahldiek Lisa C. Adams
+	3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware	2021	Keno K. Bressem Stefan M. Niehues Bernd Hamm Marcus R. Makowski Janis L. Vahldiek Lisa C. Adams
+ PDF Chat	Comparing different deep learning architectures for classification of chest radiographs	2020	Keno K. Bressem Lisa C. Adams Christoph Erxleben Bernd Hamm Stefan M. Niehues Janis L. Vahldiek

Common Coauthors

Coauthor	Papers Together
Lisa C. Adams	18
Daniel Truhn	13
Felix Busch	12
Hugo J.W.L. Aerts	8
Stefan M. Niehues	6
Marcus R. Makowski	6
Jakob Nikolas Kather	5
Felix J. Dorfner	4
Janis L. Vahldiek	4
Leonhard Donle	4
Alexander Löser	4
Sven Nebelung	3
Christiane Kühl	3
Lina Xu	3
Hartmut Häntze	3
Bernd Hamm	3
Jens-Michalis Papaioannou	3
Marcus R. Makowski	3
Tianyu Han	3
Tianyu Han	3
Paul Grundmann	3
Lina Xu	2
Jakob Meinel	2
Leonhard Liu	2
Phillip Suwalski	2
Firas Khader	2
Moritz Augustin	2
Jean-Baptiste Excoffier	2
Christoph Haarburger	2
Gustav Mueller-Franzes	2
Soroosh Tayebi Arasteh	2
Alessa Hering	2
Jacqueline Lammert	2
Matthieu Ortala	2
Jens Kleesiek	2
Jan P. Loyen	2
Simon Funken	2
Christopher Rueger	2
Jonas Cittadino	2
Lena Hoffmann	2
Florian Borchert	2
Dyke Ferber	2
Lennart Grosser	2
Tianci Wang	2
Marcus R. Makowski	2
Tobias R. Bodenmann	1
James Sato	1
Leonid Kuligin	1
Fares Al Mohamad	1
Andrei Zhukov	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	BioBERT: a pre-trained biomedical language representation model for biomedical text mining	2019	Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang	2
+ PDF Chat	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing	2021	裕二池谷 Robert Tinn Hao Cheng Michael Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon	2
+ PDF Chat	GERNERMED: An open German medical NER model	2021	Johann Frei Frank Krämer	2
+	Hierarchical Text-Conditional Image Generation with CLIP Latents	2022	Aditya Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen	2
+	A very preliminary analysis of DALL-E 2	2022	Gary Marcus Ernest Davis Scott Aaronson	2
+	GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models	2021	Alex Nichol Prafulla Dhariwal Aditya Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen	2
+	Synthetic Data -- what, why and how?	2022	J.B. Jordon Łukasz Szpruch Florimond Houssiau Mirko Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller	2
+ PDF Chat	German’s Next Language Model	2020	Branden Chan Stefan Schweter Timo Möller	2
+ PDF Chat	Fastai: A Layered API for Deep Learning	2020	Jeremy Howard Sylvain Gugger	2
+ PDF Chat	Cyclical Learning Rates for Training Neural Networks	2017	Leslie N. Smith	2
+	GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines	2020	Florian Borchert Christina Lohr Luise Modersohn Thomas Langer Markus Follmann Jan Philipp Sachs Udo Hahn Matthieu-P. Schapranow	2
+	Synthetic Data: Opening the data floodgates to enable faster, more directed development of machine learning methods	2020	J.B. Jordon A. Wilson Mihaela van der Schaar	2
+ PDF Chat	Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction	2021	Laila Rasmy Yang Xiang Ziqian Xie Cui Tao Degui Zhi	2
+	Testing Relational Understanding in Text-Guided Image Generation	2022	Colin Conwell Tomer Ullman	2
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	2
+	How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models	2021	Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych	2
+ PDF Chat	Deduplicating Training Data Makes Language Models Better	2022	Katherine Lee Daphne Ippolito Andrew Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini	2
+	Capabilities of GPT-4 on Medical Challenge Problems	2023	Harsha Nori Nicholas King Scott Mayer McKinney Dean Carignan Eric Horvitz	2
+	Leveraging GPT-4 for Post Hoc Transformation of Free-text Radiology Reports into Structured Reporting: A Multilingual Feasibility Study	2023	Lisa C. Adams Daniel Truhn Felix Busch Avan Kader Stefan M. Niehues Marcus R. Makowski Keno K. Bressem	2
+	Med-Flamingo: a Multimodal Medical Few-shot Learner	2023	Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga Cyril Zakka Yash Dalmia Eduardo Pontes Reis Pranav Rajpurkar Jure Leskovec	2
+ PDF Chat	How much pretraining data do language models need to learn syntax?	2021	Laura Pérez-Mayos Miguel Ballesteros Leo Wanner	2
+	The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)	2023	Zhengyuan Yang Linjie Li Kevin Lin Jianfeng Wang Chung-Ching Lin Zicheng Liu Lijuan Wang	2
+	MosMedData: Chest CT Scans with COVID-19 Related Findings Dataset	2020	С. П. Морозов Anna Andreychenko Nikolay Pavlov Anton V. Vladzymyrskyy N. V. Ledikhova Victor А. Gombolevskiy Ivan A. Blokhin Pavel Gelezhe А В Гончарь Valeria Chernina	1
+ PDF Chat	Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis	2020	Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour	1
+ PDF Chat	Public Awareness of Nature and the Environment During the COVID-19 Crisis	2020	Sandra Rousseau Nick Deschacht	1
+ PDF Chat	Tracking Mask Mandates During the Covid-19 Pandemic	2020	Austin L. Wright Geet Chawla Liming Chen Anthony Farmer	1
+ PDF Chat	Generative adversarial networks	2020	Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio	1
+	A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages	2020	Pedro Ortiz Suarez Laurent Romary Benoît Sagot	1
+ PDF Chat	COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images	2020	Linda Wang Zhong Qiu Lin Alexander Wong	1
+	GottBERT: a pure German Language Model	2020	Raphael Scheible Fabian Thomczyk Patric Tippmann Victor Jaravine Martin Boeker	1
+ PDF Chat	Toward data‐efficient learning: A benchmark for COVID‐19 CT lung and infection segmentation	2020	Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu Jianan Chen Qiongjie Zhu Guoqiang Dong Jian He Zhiqiang He	1
+	The New SARS-CoV-2 Strain Shows a Stronger Binding Affinity to ACE2 Due to N501Y Mutation	2021	Fedaa Ali Amal Kasry Muhamed Amin	1
+ PDF Chat	Assessment of COVID-19 Information Overload Among the General Public	2021	Mustapha Mohammed Abubakar Sha’aban Abubakar Ibrahim Jatau Ismaeel Yunusa Abubakar Musa Isa Abubakar Sadiq Wada Kehinde Obamiro Hadzliana Zainal Baharudin Ibrahim	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation	2021	August DuMont Schütte Jürgen Hetzel Sergios Gatidis Tobias Hepp Benedikt Dietz Stefan Bauer Patrick Schwab	1
+ PDF Chat	A Multi-Stage GAN for Multi-Organ Chest X-ray Image Generation and Segmentation	2021	Giorgio Ciano Paolo Andreini Tommaso Mazzierli Monica Bianchini Franco Scarselli	1
+	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding	2022	Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang Emily Denton Seyed Kamyar Seyed Ghasemipour Burcu Karagol Ayan S. Sara Mahdavi Rapha Gontijo Lopes	1
+	Vaccination-hesitancy and global warming: distinct social challenges with similar behavioural solutions	2022	Ilan Fischer Daniel I. Rubenstein Simon A. Levin	1
+	Climate change and COVID-19: Interdisciplinary perspectives from two global crises	2022	Danial Khojasteh Ehsan Davani Abbas Shamsipour Milad Haghani William Glamore	1
+	Mask or No Mask for COVID-19? Do the Individual Characteristics of Governors Affect the Adoption of Statewide Public Mask Mandates?	2022	Can Chen Derrick Boakye Boadu Rikui Xiao	1
+	Classifier-Free Diffusion Guidance	2022	Jonathan Ho Tim Salimans	1
+	MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset	2020	S. P. Morozov A. E. Andreychenko N. A. Pavlov Anton V. Vladzymyrskyy N. V. Ledikhova Victor А. Gombolevskiy Ivan A. Blokhin P. B. Gelezhe A. V. Gonchar Valeria Chernina	1
+	On Convergence and Stability of GANs	2017	Naveen Kodali Jacob Abernethy James Hays Zsolt Kira	1
+	The Creativity of Text-to-Image Generation	2022	Jonas Oppenlaender	1
+	Spanish Pre-trained BERT Model and Evaluation Data	2023	José Cañete Gabriel Chaperon Rodrigo Fuentes Jou-Hui Ho Ho-Jin Kang Jorge Eduardo Pérez Pérez	1
+	Diffusion Models Beat GANs on Image Synthesis	2021	Prafulla Dhariwal Alex Nichol	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2016	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	1
+	SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size	2016	Forrest Iandola Song Han Matthew W. Moskewicz Khalid Ashraf William J. Dally Kurt Keutzer	1
+	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning	2017	Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta Tony Duan Daisy Yi Ding Aarti Bagul Curtis P. Langlotz Katie Shpanskaya	1