Dottorando in Bioingegneria E Scienze Medico-chirurgiche , 37o ciclo (2021-2024)
Dipartimento di Ingegneria Meccanica e Aerospaziale (DIMEAS)
Collaboratore Esterno
Dipartimento di Ingegneria Meccanica e Aerospaziale (DIMEAS)
Profilo
Dottorato di ricerca
Argomento di ricerca
Explainable machine learning aided computer vision targeting pathology dynamics
Tutori
Interessi di ricerca
Biografia
Syed Taimoor Hussain Shah (Pakistan, born in 1992) is currently a PhD scholar (Marie Curie Fellow; PARENT Project, Horizon 2020) at Politecnico di Torino (Turin, Italy) under the supervision of prof. Marco Agostino Deriu. He is currently working on explainable machine learning aided computer vision targeting pathology dynamics. He received his bachelor degree in Computer Science from Bahauddin Zakariya University, Multan, Pakistan in 2016. During this period, he focused on different computer courses such as programming languages, Operating Systems (Windows and Linux), Datastructure, Databases, Artificial Intelligence, etc. After that, he completed his master in Computer Science from Pakistan Institute of Engineering and applied sciences. During which, he specialized in Artificial Intelligence and Machine Vision including related areas such as Computer and Mobile Vision, Bioinformatics, Pattern Recognition, and Machine and Deep learning. Moreover, during his master thesis (Title: “Classification and Segmentation Models for Hyperspectral Imaging”), he employed the semi-supervised technique by using active learning and multinomial logistic regression on AVIRIS and INDIAN PINES datasets (3D Cubes: Spectral and Spatial information) for classification and segmentation of land regions.
Competenze
Settori ERC
SDG
Ricerca
Gruppi di ricerca
Pubblicazioni
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Khan, Iqra Iqbal; Imran, Atif; ... (2024)
Data-driven classification and explainable-AI in the field of lung imaging. In: FRONTIERS IN BIG DATA, vol. 7. ISSN 2624-909X
Contributo su Rivista - Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Qureshi, Shahzad Ahmad; Di ... (2023)
Automated facial characterization and image retrieval by convolutional neural network. In: FRONTIERS IN ARTIFICIAL INTELLIGENCE. ISSN 2624-8212
Contributo su Rivista - Shah, Syed Taimoor Hussain; Calati, Veronika; Bizzarri, Alessandra; Deriu, Marco Agostino (2022)
Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships – a state of the art review. In: Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022), Ljubljana, Slovenia, August 26, 2022
Contributo in Atti di Convegno (Proceeding)