S
Sophia Bano
Researcher at University College London
Publications - 52
Citations - 471
Sophia Bano is an academic researcher from University College London. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 7, co-authored 33 publications receiving 188 citations. Previous affiliations of Sophia Bano include University of Dundee & Queen Mary University of London.
Papers
More filters
Posted Content
2018 Robotic Scene Segmentation Challenge
Max Allan,Satoshi Kondo,Sebastian Bodenstedt,Stefan Leger,Rahim Kadkhodamohammadi,Imanol Luengo,Felix Fuentes,Evangello Flouty,Ahmed Mohammed,Marius Pedersen,Avinash Kori,Varghese Alex,Ganapathy Krishnamurthi,David Rauber,Robert Mendel,Christoph Palm,Sophia Bano,Guinther Saibro,Chi-Sheng Shih,Hsun-An Chiang,Juntang Zhuang,Junlin Yang,Vladimir Iglovikov,Anton Dobrenkii,Madhu Reddiboina,Anubhav Reddy,Xingtong Liu,Cong Gao,Mathias Unberath,Mahdi Azizian,Danail Stoyanov,Lena Maier-Hein,Stefanie Speidel +32 more
TL;DR: The robotic instrument segmentation dataset was introduced with porcine data which is dramatically simpler than human tissue due to the lack of fatty tissue occluding many organs and added to the complexity by introducing a set of anatomical objects and medical devices to the segmented classes.
Journal ArticleDOI
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Sharib Ali,Mariia Dmitrieva,Noha M. Ghatwary,Sophia Bano,Gorkem Polat,Alptekin Temizel,Adrian Krenzer,Amar Hekalo,Yun Bo Guo,Bogdan J. Matuszewski,Mourad Gridach,Irina Voiculescu,Vishnusai Yoganand,Arnav Chavan,Aryan Raj,Nhan Trung Nguyen,Dat Q. Tran,Lê Duy Huynh,Nicolas Boutry,Shahadate Rezvy,Haijian Chen,Yoon-Ho Choi,Anand Subramanian,Velmurugan Balasubramanian,Xiaohong W. Gao,Hongyu Hu,Yusheng Liao,Danail Stoyanov,Christian Daul,Stefano Realdon,Renato Cannizzaro,Dominique Lamarque,Terry Tran-Nguyen,Adam A. Bailey,Barbara Braden,James E. East,Jens Rittscher +36 more
TL;DR: The Endoscopy Computer Vision Challenge (EndoCV) as discussed by the authors is a crowd-sourcing initiative to address eminent problems in developing reliable computer aided detection and diagnosis endoscopy systems and suggest a pathway for clinical translation of technologies.
Journal ArticleDOI
Deep Human Activity Recognition With Localisation of Wearable Sensors
Isah A. Lawal,Sophia Bano +1 more
TL;DR: It is shown that shin and waist are the best places on the body for placing sensors and this could help other researchers to collect higher quality activity data and to develop an effective classifier that can accurately predict the performed human activity.
Journal ArticleDOI
Deep learning-based anatomical site classification for upper gastrointestinal endoscopy
Qi He,Sophia Bano,Omer F. Ahmad,Bo Yang,Xin Chen,Pietro Valdastri,Laurence Lovat,Danail Stoyanov,Siyang Zuo +8 more
TL;DR: This study presents a framework for developing automated EGD reports using deep learning, demonstrating that the method is feasible to address EGD image classification and can lead towards improved performance and qualitatively demonstrate its performance on the authors' dataset.
Proceedings ArticleDOI
Deep human activity recognition using wearable sensors
Isah A. Lawal,Sophia Bano +1 more
TL;DR: The authors' method achieves recognition accuracy (F1 score) of 0.87 on a publicly available real-world human activity dataset, superior to that reported by another state-of-the-art method on the same dataset.