Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity


Apr 11, 2023
Sumin Seo, JaeWoong Shin, Jaewoo Kang, Tae Soo Kim, Thijs Kooi

Add code

* Under review 

   Access Paper or Ask Questions

Enhancing Breast Cancer Risk Prediction by Incorporating Prior Images


Mar 28, 2023
Hyeonsoo Lee, Junha Kim, Eunkyung Park, Minjeong Kim, Taesoo Kim, Thijs Kooi

Add code


   Access Paper or Ask Questions

Understanding metric-related pitfalls in image analysis validation


Feb 09, 2023
Annika Reinke, Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein

Add code


   Access Paper or Ask Questions

OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs


Oct 13, 2022
Gunhee Nam, Taesoo Kim, Sanghyup Lee, Thijs Kooi

Add code

* AMAI Workshop, MICCAI 2022 

   Access Paper or Ask Questions

Did You Get What You Paid For? Rethinking Annotation Cost of Deep Learning Based Computer Aided Detection in Chest Radiographs


Sep 30, 2022
Tae Soo Kim, Geonwoon Jang, Sanghyup Lee, Thijs Kooi

Add code

* MICCAI 2022, Contains Supplemental Material 

   Access Paper or Ask Questions

Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks


Aug 01, 2017
Thijs Kooi, Nico Karssemeijer

Add code


   Access Paper or Ask Questions

A Survey on Deep Learning in Medical Image Analysis


Jun 04, 2017
Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A. W. M. van der Laak, Bram van Ginneken, Clara I. Sánchez

Add code

* Revised survey includes expanded discussion section and reworked introductory section on common deep architectures. Added missed papers from before Feb 1st 2017 

   Access Paper or Ask Questions