Publications

• Uncertainty-Guided Active Learning for Access Route Segmentation and Planning in Transcatheter Aortic Valve Implantation (September 2025)

  This study introduces an annotation-efficient active learning pipeline for 3D segmentation and automated diameter quantification in CMR-based TAVI planning.

  Authors: Mahdi Islam, Musarrat Tabassum, Agnes Mayr, Christian Kremser, Markus Haltmeier, Enrique Almar-Munoz

  Conference: Journal of Imaging, MDPI

  Publisher: MDPI

  Total Citations:

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  Recommended Citation: Mahdi Islam, Musarrat Tabassum, Agnes Mayr, Christian Kremser, Markus Haltmeier, Enrique Almar-Munoz. "Uncertainty-Guided Active Learning for Access Route Segmentation and Planning in Transcatheter Aortic Valve Implantation." *Journal of Imaging*, vol. 11, no. 9, 318, 2025. https://doi.org/10.3390/jimaging11090318.

• Real-time clinical gait analysis and foot anomalies detection using pressure sensors and convolutional neural network (May 2022)

  This research presents a novel insight on gait disorder detection using transfer learning algorithms on sensor-acquired data.

  Authors: Mahdi Islam, Musarrat Tabassum, Mirza Muntasir Nishat, Fahim Faisal, Muhammad Sayem Hasan

  Conference: 2022 7th International Conference on Business and Industrial Research (ICBIR)

  Publisher: IEEE

  Total Citations: 29

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  Recommended Citation: Mahdi Islam, Musarrat Tabassum, Mirza Muntasir Nishat, Fahim Faisal, Muhammad Sayem Hasan. "Real-time clinical gait analysis and foot anomalies detection using pressure sensors and convolutional neural network", 2022 7th International Conference on Business and Industrial Research (ICBIR), Pages 717-722, IEEE.