Author

Marta Bajkowska-Piterak

3 papers indexed here

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Review Open access Sep 2026

DEEP LEARNING–ASSISTED FRACTURE DETECTION ON PLAIN RADIOGRAPHS: DIAGNOSTIC ACCURACY, CLINICAL INTEGRATION, AND FUTURE DIRECTIONS

Introduction and Purpose. Fractures are a major global health burden, and a non-trivial fraction of fractures presenting to emergency and urgent care settings are initially missed on plain radiographs, causing diagnostic delay and avoidable morbidity. This review appraises the current state of deep learning for fractur...

Monika Szlachta-Gubernat, Nicol Baran, Marta Bajkowska-Piterak et al. · International Journal of Inn... · 0 citations

Review Open access Sep 2026

AI-DRIVEN OCULOMICS: RETINAL IMAGING BIOMARKERS FOR SYSTEMIC DISEASE - FROM CARDIOVASCULAR RISK TO NEURODEGENERATION AND FOUNDATION MODELS

Introduction and aim: The retina offers a unique, non-invasive window into systemic vascular and neurological health. Deep-learning algorithms applied to retinal photographs and optical coherence tomography (OCT) can predict cardiovascular events, detect chronic kidney disease, estimate biological age, and identify neu...

Adrianna Buż, Nicol Baran, Marta Bajkowska-Piterak et al. · International Journal of Inn... · 0 citations

Review Open access Aug 2026

FIRST-GENERATION BRAIN–COMPUTER INTERFACES: A NARRATIVE REVIEW OF CLINICAL TRANSLATION, COMPARATIVE SAFETY, AND NEURO-RIGHTS

This narrative review examines first-generation brain-computer interfaces across three domains: clinical translation in amyotrophic lateral sclerosis, locked-in syn-drome, locked-in syn-drome, tetraplegia, spinal cord injury, pharmacoresistant epilepsy and movement dis-orders; comparative safety covering neurological,...

Przemysław Piterak, Damian Danilczuk, J. Buszko et al. · International Journal of Inn... · 0 citations