Federated benchmarking of medical artificial intelligence with MedPerf
- Alexandros Karargyris
- Renato Umeton
- et al.
- 2023
- Nature Machine Intelligence
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20 results for Alexandros Karargyris
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph
- Po-Chih Kuo
- Cheng Che Tsai
- et al.
- 2021
- npj Digital Medicine
Self-training with improved regularization for sample-efficient chest x-ray classification
- Deepta Rajan
- Jayaraman J. Thiagarajan
- et al.
- 2021
- SPIE Medical Imaging 2021
Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning
- Satyananda Kashyap
- Alexandros Karargyris
- et al.
- 2020
- ISBI 2020
Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities
- Joy Wu
- Yaniv Gur
- et al.
- 2020
- ISBI 2020
Quality controlled segmentation to aid disease detection
- Mehdi Moradi
- Ken C. L. Wong
- et al.
- 2020
- SPIE Medical Imaging 2020
Distill-to-label: Weakly supervised instance labeling using knowledge distillation
- Jayaraman J. Thiagarajan
- Satyananda Kashyap
- et al.
- 2019
- ICMLA 2019
Boosting the rule-out accuracy of deep disease detection using class weight modifiers
- Alexandros Karargyris
- Ken C. L. Wong
- et al.
- 2019
- ISBI 2019
Building a benchmark dataset and classifiers for sentence-level findings in ap chest x-rays
- Tanveer Syeda-Mahmood
- Hassan Ahmad
- et al.
- 2019
- ISBI 2019
Artificial intelligence for point of care radiograph quality assessment
- Satyananda Kashyap
- Mehdi Moradi
- et al.
- 2019
- SPIE Medical Imaging 2019