Sotirios A. Tsaftaris

MedicineComputer ScienceAgricultural and Biological Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 14 papers. Top paper: “Metrics reloaded: recommendations for image analysis validation”.

Metrics reloaded: recommendations for image analysis validation

Nature Methods(2024)10.1038/s41592-023-02151-z

N/A

9.2DataRank · unranked

411 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +68 more

Pseudo-healthy synthesis with pathology disentanglement and adversarial learning

Medical Image Analysis(2020)10.1016/j.media.2020.101719

N/A

0DataRank · unranked

52 citations

Agisilaos Chartsias, Sotirios A. Tsaftaris, Tian Xia

Semi-supervised Pathology Segmentation with Disentangled Representations

Lecture notes in computer science(2020)10.1007/978-3-030-60548-3_7

N/A

0DataRank · unranked

7 citations

Agisilaos Chartsias, Xinheng Zhang, Giorgos Papanastasiou, Scott Semple, Marc R. Dweck +4 more

Common Limitations of Image Processing Metrics: A Picture Story

arXiv (Cornell University)(2021)10.48550/arxiv.2104.05642

N/A

0DataRank · unranked

87 citations

Minu D. Tizabi, Carole H. Sudre, Matthias Eisenmann, Tim Rädsch, Baumgartner, Michael +88 more

Metrics reloaded: Recommendations for image analysis validation

arXiv (Cornell University)(2022)10.48550/arxiv.2206.01653

N/A

0DataRank · unranked

62 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +69 more

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Communications Engineering(2023)10.1038/s44172-023-00066-3

N/A

0DataRank · unranked

36 citations

Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +37 more

Cine cardiac MRI reconstruction using a convolutional recurrent network with refinement

arXiv (Cornell University)(2023)10.48550/arxiv.2309.13385

N/A

0DataRank · unranked

0 citations

Yuning Du, Gianluca Carloni, Eva Pachetti, Connor Jordan, Sotirios A. Tsaftaris +1 more

Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction

arXiv (Cornell University)(2023)10.48550/arxiv.2309.14392

N/A

0DataRank · unranked

0 citations

Yuyang Xue, Rohan Dharmakumar, Sotirios A. Tsaftaris, Yuning Du

Understanding metric-related pitfalls in image analysis validation

Nature Methods(2024)10.1038/s41592-023-02150-0

N/A

0DataRank · unranked

181 citations

Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur +65 more

Inference Stage Denoising for Undersampled MRI Reconstruction

arXiv (Cornell University)(2024)10.48550/arxiv.2402.08692

N/A

0DataRank · unranked

1 citations

Chen Qin, Sotirios A. Tsaftaris, Yuyang Xue

Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction

arXiv (Cornell University)(2024)10.48550/arxiv.2405.15517

N/A

0DataRank · unranked

0 citations

Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris, Yuyang Xue

BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

arXiv (Cornell University)(2024)10.48550/arxiv.2408.06890

N/A

0DataRank · unranked

0 citations

Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh +2 more

Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3036584

N/A

0DataRank · unranked

63 citations

Giorgos Papanastasiou, Chengjia Wang, Scott Semple, David E. Newby, Rohan Dharmakumar +2 more

Active Sampling for MRI-based Sequential Decision Making

arXiv (Cornell University)(2025)10.48550/arxiv.2505.04586

N/A

0DataRank · unranked

0 citations

Jingshuai Liu, Rohan Dharmakumar, Sotirios A. Tsaftaris, Yuning Du