Samaneh Abbasi-Sureshjani

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Top Venues

iMIMIC/MIL3ID/LABELS@MICCAI

J. Math. Imaging Vis.

Publications

Victor Ibañez, Przemyslaw Szostak, Quincy Wong, Konstanty Korski, Samaneh Abbasi-Sureshjani, Alvaro Gomariz
Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks. CoRR (2024)
Gustav Bredell, Marcel Fischer, Przemyslaw Szostak, Samaneh Abbasi-Sureshjani, Alvaro Gomariz
Aggregation Model Hyperparameters Matter in Digital Pathology. CoRR (2023)
Jacob Gildenblat, Anil Yüce, Samaneh Abbasi-Sureshjani, Konstanty Korski
Deep Cellular Embeddings: An Explainable Plug and Play Improvement for Feature Representation in Histopathology. MICCAI (6) (2023)
Luca Deininger, Bernhard Stimpel, Anil Yüce, Samaneh Abbasi-Sureshjani, Simon Schönenberger, Paolo Ocampo, Konstanty Korski, Fabien Gaire
A comparative study between vision transformers and CNNs in digital pathology. CoRR (2022)
Samaneh Abbasi-Sureshjani, Anil Yüce, Simon Schönenberger, Maris Skujevskis, Uwe Schalles, Fabien Gaire, Konstanty Korski
Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone. COMPAY@MICCAI (2021)
Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina
Risk of Training Diagnostic Algorithms on Data with Demographic Bias. CoRR (2020)
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. CoRR (2020)
Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. CoRR (2020)
Samaneh Abbasi-Sureshjani, Sina Amirrajab, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. MIDL (2020)
Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. MICCAI (4) (2020)
Samaneh Abbasi-Sureshjani, Ralf Raumanns, Britt E. J. Michels, Gerard Schouten, Veronika Cheplygina
Risk of Training Diagnostic Algorithms on Data with Demographic Bias. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images. IEEE Trans. Image Process. 27 (2) (2018)
Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny, François Fleuret
Boosted Exudate Segmentation in Retinal Images Using Residual Nets. FIFI/OMIA@MICCAI (2017)
Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics. Biol. Cybern. 111 (3-4) (2017)
Behdad Dashtbozorg, Jiong Zhang, Samaneh Abbasi-Sureshjani, Fan Huang, Bart M. ter Haar Romeny
Retinal health information and notification system (RHINO). Medical Imaging: Computer-Aided Diagnosis (2017)
Samaneh Abbasi-Sureshjani, Iris Smit-Ockeloen, Erik J. Bekkers, Behdad Dashtbozorg, Bart M. ter Haar Romeny
Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores. ISBI (2016)
Bart M. ter Haar Romeny, Erik J. Bekkers, Jiong Zhang, Samaneh Abbasi-Sureshjani, Fan Huang, Remco Duits, Behdad Dashtbozorg, Tos Berendschot, Iris Smit-Ockeloen, Koen A. J. Eppenhof, Jinghan Feng, Julius Hannink, Jan Schouten, Mengmeng Tong, Hanhui Wu, Han J. W. van Triest, Shanshan Zhu, Dali Chen, Wei He, Ling Xu, Ping Han, Yan Kang
Brain-inspired algorithms for retinal image analysis. Mach. Vis. Appl. 27 (8) (2016)
Marta Favali, Samaneh Abbasi-Sureshjani, Bart M. ter Haar Romeny, Alessandro Sarti
Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering. J. Math. Imaging Vis. 56 (1) (2016)
Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics. CoRR (2016)
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration. CoRR (2016)
Samaneh Abbasi-Sureshjani, Iris Smit-Ockeloen, Jiong Zhang, Bart M. ter Haar Romeny
Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images. ICIAR (2015)
Jiong Zhang, Erik J. Bekkers, Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny
Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores. ICIAP (1) (2015)
Marta Favali, Samaneh Abbasi-Sureshjani, Bart M. ter Haar Romeny, Alessandro Sarti
Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering. CoRR (2015)
Samaneh Abbasi-Sureshjani, Maher Kayal
Pattern recognition in large electrical motors. ISIE (2014)