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Magdalini Paschali · SciRah

Researcher profile · Semantic Scholar

Magdalini Paschali

Stanford University

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Magdalini Paschali — researcher profile on SciRah

ORCID iD 0000-0003-4967-3137

h-index: 19
Works: 51
Citations: 1,758

Most-cited papers

TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks
Tobias Czempiel, Magdalini Paschali, Matthias Keicher, W. Simson +3 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention299 citations Open access
Semantic Scholar
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation
Zhihong Chen, M. Varma, Jean-Benoit Delbrouck, Magdalini Paschali +13 more
2024arXiv.org228 citations
Semantic Scholar
Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset
L. Blankemeier, Ashwin Kumar, J. Cohen, Jia-Ming Liu +36 more
2024Nature190 citations Open access
Semantic Scholar
Foundation Models in Radiology: What, How, When, Why and Why Not
Magdalini Paschali, Zhihong Chen, L. Blankemeier, M. Varma +5 more
2024Radiology125 citations Open access
Semantic Scholar
OperA: Attention-Regularized Transformers for Surgical Phase Recognition
Tobias Czempiel, Magdalini Paschali, D. Ostler, S. Kim +2 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention120 citations Open access
Semantic Scholar
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging
Magdalini Paschali, Sailesh Conjeti, F. Navarro, Nassir Navab
2018International Conference on Medical Image Computing and Computer-Assisted Intervention103 citations
Semantic Scholar
A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Zhihong Chen, M. Varma, Justin Xu, Jean-Benoit Delbrouck +14 more
202489 citations
Semantic Scholar
Merlin: A Vision Language Foundation Model for 3D Computed Tomography
L. Blankemeier, J. Cohen, Ashwin Kumar, Dave Van Veen +27 more
2024Research Square64 citations Open access
Semantic Scholar
Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning
H. Hase, M. F. Azampour, M. Tirindelli, Magdalini Paschali +3 more
2020IEEE/RJS International Conference on Intelligent RObots and Systems60 citations Open access
Semantic Scholar
Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis
Christoph Berger, Magdalini Paschali, Ben Glocker, K. Kamnitsas
2021UNSURE/PIPPI@MICCAI59 citations Open access
Semantic Scholar
Rethinking Ultrasound Augmentation: A Physics-Inspired Approach
M. Tirindelli, C. Eilers, W. Simson, Magdalini Paschali +2 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention34 citations Open access
Semantic Scholar
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning
W. Simson, Magdalini Paschali, Vasiliki Sideri-Lampretsa, Nassir Navab +1 more
2023Ultrasonics33 citations Open access
Semantic Scholar
Deep Learning Beamforming for Sub-Sampled Ultrasound Data
W. Simson, Magdalini Paschali, Nassir Navab, Guillaume Zahnd
2018IUS29 citations
Semantic Scholar
Multimodal graph attention network for COVID-19 outcome prediction
Matthias Keicher, Hendrik Burwinkel, D. Bani-Harouni, Magdalini Paschali +6 more
2023Scientific Reports26 citations Open access
Semantic Scholar
3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
Magdalini Paschali, Stefano Gasperini, A. Roy, Michael Y.-S. Fang +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention24 citations Open access
Semantic Scholar
Deep Multiple Instance Hashing for Scalable Medical Image Retrieval
Sailesh Conjeti, Magdalini Paschali, A. Katouzian, Nassir Navab
2017International Conference on Medical Image Computing and Computer-Assisted Intervention24 citations
Semantic Scholar
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness
Magdalini Paschali, W. Simson, A. Roy, Muhammad Ferjad Naeem +3 more
2019arXiv.org22 citations
Semantic Scholar
Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks
Magdalini Paschali, Muhammad Ferjad Naeem, W. Simson, K. Steiger +2 more
2019arXiv.org22 citations
Semantic Scholar
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline.
I. Mese, Tugba Akinci D'Antonoli, C. Bluethgen, K. Bressem +53 more
2026Diagnostic and Interventional Radiology19 citations Open access
Semantic Scholar
Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness
Magdalini Paschali, W. Simson, A. Roy, R. Göbl +2 more
2019Information Processing in Medical Imaging19 citations
Semantic Scholar
Assessing Completeness of Clinical Histories Accompanying Imaging Orders Using Adapted Open-Source and Closed-Source Large Language Models.
David B. Larson, Arogya Koirala, L. Cheuy, Magdalini Paschali +5 more
2025Radiology18 citations Open access
Semantic Scholar
SINR: Spline-enhanced implicit neural representation for multi-modal registration
Vasiliki Sideri-Lampretsa, Julian McGinnis, Huaqi Qiu, Magdalini Paschali +2 more
2024International Conference on Medical Imaging with Deep Learning18 citations
Semantic Scholar
Radar Emitter Classification with Attribute-specific Recurrent Neural Networks
Paolo Notaro, Magdalini Paschali, Carsten Hopke, David Wittmann +1 more
2019arXiv.org18 citations
Semantic Scholar
End-to-End Learning-Based Ultrasound Reconstruction
W. Simson, R. Göbl, Magdalini Paschali, M. Krönke +3 more
2019arXiv.org15 citations
Semantic Scholar
Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study
Tobias Czempiel, Aidean Sharghi, Magdalini Paschali, N. Navab +1 more
2022ECCV Workshops13 citations Open access
Semantic Scholar
Signal Clustering With Class-Independent Segmentation
Stefano Gasperini, Magdalini Paschali, Carsten Hopke, David Wittmann +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations Open access
Semantic Scholar
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
Stefania L. Moroianu, C. Bluethgen, Pierre J. Chambon, M. Cherti +7 more
2025Research Square11 citations Open access
Semantic Scholar
Toward expert-level medical text validation with language models
Asad Aali, V. Bikia, M. Varma, Nicole Chiou +23 more
2025npj Digital Medicine10 citations Open access
Semantic Scholar
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET
F. De Benetti, W. Simson, Magdalini Paschali, H. Sari +4 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention9 citations Open access
Semantic Scholar
Identifying high school risk factors that forecast heavy drinking onset in understudied young adults
Qingyu Zhao, Magdalini Paschali, Joseph Dehoney, F. C. Baker +14 more
2024Developmental Cognitive Neuroscience8 citations Open access
Semantic Scholar
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs
S. Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar +6 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations Open access
Semantic Scholar
Detecting negative valence symptoms in adolescents based on longitudinal self-reports and behavioral assessments
Magdalini Paschali, Orsolya Kiss, Qingyu Zhao, E. Adeli +5 more
2022Journal of Affective Disorders7 citations Open access
Semantic Scholar
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction
Matthias Keicher, Hendrik Burwinkel, D. Bani-Harouni, Magdalini Paschali +6 more
2021arXiv.org7 citations
Semantic Scholar
Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing
Magdalini Paschali, Qingyu Zhao, E. Adeli, K. Pohl
2022PRIME@MICCAI6 citations Open access
Semantic Scholar
Gradient-Stable Attention Heads Signal LLM Correctness
S. Ostmeier, Brian Axelrod, M. Varma, Asad Aali +5 more
20265 citations
Semantic Scholar
Automated real-time assessment of intracranial hemorrhage detection AI using an ensembled monitoring model (EMM)
Zhong-Nan Fang, Andrew Johnston, L. Cheuy, Hye Sun Na +9 more
2025npj Digital Medicine5 citations Open access
Semantic Scholar
Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM)
Zhong-Nan Fang, Andrew Johnston, L. Cheuy, Hye Sun Na +9 more
2025Research Square4 citations Open access
Semantic Scholar
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT Scans
M. X. Foo, S. Kim, Magdalini Paschali, Leili Goli +5 more
2021IEEE Access4 citations Open access
Semantic Scholar
Longitudinal Self-Supervision for COVID-19 Pathology Quantification
Tobias Czempiel, C. Rogers, Matthias Keicher, Magdalini Paschali +6 more
2022arXiv.org3 citations Open access
Semantic Scholar
Learning Robust Hash Codes for Multiple Instance Image Retrieval
Sailesh Conjeti, Magdalini Paschali, A. Katouzian, Nassir Navab
2017arXiv.org2 citations
Semantic Scholar
Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workﬂows
M. Ranjit, Anirban Porya, Shaury Srivastav, Niharika Vadlamudi +105 more
2 citations
Semantic Scholar
SOE: SO(3)-Equivariant 3D MRI Encoding
Shizhe He, Magdalini Paschali, J. Ouyang, A. Masood +2 more
2024MLCN@MICCAI1 citations
Semantic Scholar
Multi‐domain predictors of grip strength differentiate individuals with and without alcohol use disorder
Magdalini Paschali, Qingyu Zhao, S. Sassoon, A. Pfefferbaum +2 more
2024Addiction Biology1 citations Open access
Semantic Scholar
Abstract: Deep Hashing for Large-Scale Medical Image Retrieval
Sailesh Conjeti, Magdalini Paschali, A. Roy, Nassir Navab
2018Bildverarbeitung für die Medizin1 citations
Semantic Scholar
Improving Calibration of Black-Box Radiology AI Using Test-Time Augmentation
Nathan Le, Magdalini Paschali, Arogya Koirala, Andrew Johnston +4 more
20260 citations
Semantic Scholar
Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging
Magdalini Paschali, Yu-Hang Jiang, Spencer Siegel, Camila González +3 more
2024PRIME@MICCAI0 citations Open access
Semantic Scholar
Upcoming oberseminars
J. Fotouhi, Magdalini Paschali
20200 citations
Semantic Scholar
Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer
W. Simson, Magdalini Paschali, Guillaume Zahnd, Nassir Navab
2019Bildverarbeitung für die Medizin0 citations Open access
Semantic Scholar
Abstract: Adversarial Examples as Benchmark for Medical Imaging Neural Networks
Magdalini Paschali, Sailesh Conjeti, F. Navarro, Nassir Navab
2019Bildverarbeitung für die Medizin0 citations Open access
Semantic Scholar
Upcoming oberseminars
B. Dr, Thomas Wendler, Date Time, Hao Wang +18 more
0 citations
Semantic Scholar

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