Výsledky vyhledávání - "Nadimi, Esmaeil S."

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An Explainable Attention Model for Cervical Precancer Risk Classification using Colposcopic Images

Autor: Khare, Smith K., Booth, Berit Bargum, Blanes-Vidal, Victoria, Petersen, Lone Kjeld, Nadimi, Esmaeil S.

Cervical cancer remains a major worldwide health issue, with early identification and risk assessment playing critical roles in effective preventive interventions. This paper presents the Cervix-AID-Net model for cervical precancer risk classificatio

Externí odkaz: http://arxiv.org/abs/2411.09469

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Towards Full Integration of Artificial Intelligence in Colon Capsule Endoscopy's Pathway

Autor: Nadimi, Esmaeil S., Braun, Jan-Matthias, Schelde-Olesen, Benedicte, Prudhomme, Emile, Blanes-Vidal, Victoria, Baatrup, Gunnar

Despite recent surge of interest in deploying colon capsule endoscopy (CCE) for early diagnosis of colorectal diseases, there remains a large gap between the current state of CCE in clinical practice, and the state of its counterpart optical colonosc

Externí odkaz: http://arxiv.org/abs/2406.09761

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Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning

Autor: Gogineni, Vinay Chakravarthi, Nadimi, Esmaeil S.

Machine unlearning has garnered significant attention due to its ability to selectively erase knowledge obtained from specific training data samples in an already trained machine learning model. This capability enables data holders to adhere strictly

Externí odkaz: http://arxiv.org/abs/2403.07611

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