Ph.D. in Bioingegneria E Scienze Medico-chirurgiche , 38th cycle (2022-2025)
Ph.D. obtained in 2026
Dissertation:
AI-Driven, Interpretable Pattern Recognition for Multimodal Medical Data in Clinical Applications (Abstract)
Tutors:
Marco Agostino Deriu Umberto MorbiducciProfile
Research topic
IoT Innovations for Early Diagnosis of Newborn Motor/Cognitive Impairments
Research interests
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Shah, Syed Adil Hussain (2026)
AI-Driven, Interpretable Pattern Recognition for Multimodal Medical Data in Clinical Applications. relatore: DERIU, MARCO AGOSTINO; MORBIDUCCI, UMBERTO; DI TERLIZZI, ANGELO, 38. XXXVIII Ciclo, P.: 161
Doctoral Thesis - Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Godio, Silvia; Kassem, Karim; Ahmad ... (2026)
Explainable AI-based two-stage Swin transformer for grapevine leaf-based variety and disease classification. In: INFORMATION PROCESSING IN AGRICULTURE. ISSN 2214-3173
Contributo su Rivista - Baqir Hussain Shah, Syed; Wajid, Musfarah; Shah, Syed Adil Hussain; Godio, Silvia; ... (2026)
Explainable Two-Stage Xception-Swin Transformer Learning for Body-Part-Aware Fracture Detection in Musculoskeletal X-Rays. In: JOURNAL OF IMAGING, vol. 12, pp. 1-54. ISSN 2313-433X
Contributo su Rivista - Khaled, Roa’A; Pizarro, Joaquín; Benavente-Fernández, Isabel; Lubián-López, Simón P.; ... (2026)
Automated Brain Segmentation in 3D Cranial Ultrasound Using Deep Learning: Toward Scalable Bedside Monitoring of Neonatal Neurodevelopment. In: MACHINE LEARNING AND KNOWLEDGE EXTRACTION, vol. 8, pp. 1-30. ISSN 2504-4990
Contributo su Rivista - Baqir Hussain Shah, Syed; Naseer, Farwa; Shah, Syed Adil Hussain; Razzaq, Kashif; Javed, ... (2026)
B2-GraftingNet: A Hybrid Deep-Machine Learning Framework with Explainable AI for Automated Grape Leaf Disease Detection. In: ICCK JOURNAL OF IMAGE ANALYSIS AND PROCESSING, vol. 2, pp. 27-52. ISSN 3068-6679
Contributo su Rivista - Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; ... (2025)
Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset. In: 2025 IEEE Medical Measurements & Applications (MeMeA), Chania (GRC), 28-30 May 2025. ISBN: 979-8-3315-2347-3
Contributo in Atti di Convegno (Proceeding) - Shah, Syed Adil Hussain; Shah, Syed Taimoor Hussain; Muiz Fayyaz, Abdul; Baqir Hussain ... (2025)
Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet: Application to Pneumonia Detection. In: IET IMAGE PROCESSING, vol. 19, pp. 1-18. ISSN 1751-9659
Contributo su Rivista - Pigueiras-del-Real, Janet; Gontard, Lionel C.; Benavente-Fernández, Isabel; Shah, Syed ... (2025)
Evaluating Non-Invasive Computer Vision-Based Quantification of Neonatal Movement as a Marker of Development in Preterm Infants: A Pilot Study. In: HEALTHCARE, vol. 13, pp. 1-24. ISSN 2227-9032
Contributo su Rivista - Ruiz-Zafra, Angel; Pigueiras-del-Real, Janet; Heredia-Jimenez, Jose; Shah, Syed Taimoor ... (2025)
PyBodyTrack: A python library for multi-algorithm motion quantification and tracking in videos. In: SOFTWAREX, vol. 31, pp. 1-9. ISSN 2352-7110
Contributo su Rivista - Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; ... (2025)
Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates. In: JOURNAL OF MULTISCALE NEUROSCIENCE, vol. 4, pp. 32-56. ISSN 2653-4983
Contributo su Rivista - Dr Shahzad Ahmad Qureshi, Prof; Aziz ul Rehman, Dr.; Hussain, Lal; Sadiq, Touseef; Shah, ... (2025)
Breast Cancer Detection using Mammography: Image Processing to Deep Learning. In: IEEE ACCESS, vol. 13, pp. 60776-60801. ISSN 2169-3536
Contributo su Rivista - Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Buccoliero, Andrea; Iqbal Khan, ... (2025)
Analyzing neonatal vocal expression: Methological approaches to identifying neurological and psychiatric signatures. In: JOURNAL OF MULTISCALE NEUROSCIENCE, vol. 4, pp. 158-176. ISSN 2653-4983
Contributo su Rivista - 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 ADIL HUSSAIN; Shah, SYED TAIMOOR HUSSAIN; Khaled, Roa’A; Buccoliero, Andrea; ... (2024)
Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning. In: JOURNAL OF IMAGING, vol. 10. ISSN 2313-433X
Contributo su Rivista - Pigueiras-del-Real, J.; Ruiz-Zafra, A.; Benavente-Fernandez, I.; Lubian-Lopez, S. P.; ... (2024)
NeoVault: empowering neonatal research through a neonate data hub. In: BMC PEDIATRICS, vol. 24. ISSN 1471-2431
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