日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Advancing standards in biomedical image analysis validation: A perspective on Metrics Reloaded

提升生物医学图像分析验证标准:基于 Metrics Reloaded 的视角

Reinke, Annika; Tizabi, Minu D; Maier-Hein, Lena

Understanding metric-related pitfalls in image analysis validation

了解图像分析验证中与指标相关的陷阱

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

Metrics reloaded: recommendations for image analysis validation

指标重新加载:图像分析验证建议

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

Efficient Photoacoustic Image Synthesis with Deep Learning

基于深度学习的高效光声图像合成

Rix, Tom; Dreher, Kris K; Nölke, Jan-Hinrich; Schellenberg, Melanie; Tizabi, Minu D; Seitel, Alexander; Maier-Hein, Lena

Semantic segmentation of multispectral photoacoustic images using deep learning

基于深度学习的多光谱光声图像语义分割

Schellenberg, Melanie; Dreher, Kris K; Holzwarth, Niklas; Isensee, Fabian; Reinke, Annika; Schreck, Nicholas; Seitel, Alexander; Tizabi, Minu D; Maier-Hein, Lena; Gröhl, Janek

Photoacoustic image synthesis with generative adversarial networks

基于生成对抗网络的光声图像合成

Schellenberg, Melanie; Gröhl, Janek; Dreher, Kris K; Nölke, Jan-Hinrich; Holzwarth, Niklas; Tizabi, Minu D; Seitel, Alexander; Maier-Hein, Lena

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern

纹身断层扫描:利用光学图案进行徒手三维光声图像重建

Holzwarth, Niklas; Schellenberg, Melanie; Gröhl, Janek; Dreher, Kris; Nölke, Jan-Hinrich; Seitel, Alexander; Tizabi, Minu D; Müller-Stich, Beat P; Maier-Hein, Lena

SMARCE1 is required for the invasive progression of in situ cancers

SMARCE1 是原位癌侵袭性进展所必需的

Ethan S Sokol, Yu-Xiong Feng, Dexter X Jin, Minu D Tizabi, Daniel H Miller, Malkiel A Cohen, Sandhya Sanduja, Ferenc Reinhardt, Jai Pandey, Daphne A Superville, Rudolf Jaenisch, Piyush B Gupta