Neel Kanwal

According to our database, Neel Kanwal authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Equipping computational pathology systems with artifact processing pipelines: a showcase for computation and performance trade-offs.

Neel Kanwal, Farbod Khoraminia, Umay Kiraz, Andrés Mosquera-Zamudio, Carlos Monteagudo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan

BMC Medical Informatics Decis. Mak., December, 2024

Towards Privacy-, Budget-, and Deadline-Aware Service Optimization for Large Medical Image Processing across Hybrid Clouds.

Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao

CoRR, 2024

Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images.

Neel Kanwal, Miguel López-Pérez, Umay Kiraz, Tahlita C. M. Zuiverloon, Rafael Molina, Kjersti Engan

Comput. Medical Imaging Graph., 2024

A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics.

Marie Bø-Sande, Edvin Benjaminsen, Neel Kanwal, Saul Fuster, Helga Hardardottir, Ingrid Lundal, Emilius A. M. Janssen, Kjersti Engan

Proceedings of the Northern Lights Deep Learning Conference, 2024

PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds.

Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2023

Transforming spatio-temporal self-attention using action embedding for skeleton-based action recognition.

Tasweer Ahmad, Syed Tahir Hussain Rizvi, Neel Kanwal

J. Vis. Commun. Image Represent., September, 2023

Automated Diagnosis of Prostate Cancer Using mpMRI Images: A Deep Learning Approach for Clinical Decision Support.

Anil B. Gavade, Rajendra Nerli, Neel Kanwal, Priyanka A. Gavade, Shridhar Sunilkumar Pol, Syed Tahir Hussain Rizvi

Comput., July, 2023

Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification.

Anil B. Gavade, Neel Kanwal, Priyanka A. Gavade, Rajendra Nerli

CoRR, 2023

Balancing Privacy and Progress in Artificial Intelligence: Anonymization in Histopathology for Biomedical Research and Education.

Neel Kanwal, Emiel A. M. Janssen, Kjersti Engan

CoRR, 2023

Vision Transformers for Small Histological Datasets Learned Through Knowledge Distillation.

Neel Kanwal, Trygve Eftestøl, Farbod Khoraminia, Tahlita C. M. Zuiverloon, Kjersti Engan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Towards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images.

Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Zhiming Zhao

Proceedings of the IEEE International Conference on Digital Health, 2023

Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images.

Neel Kanwal, Roger Amundsen, Helga Hardardottir, Luca Tomasetti, Erling Sandøy Undersrud, Emiel A. M. Janssen, Kjersti Engan

Proceedings of the 31st European Signal Processing Conference, 2023

2022

The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review.

Neel Kanwal, Fernando Pérez-Bueno, Arne Schmidt, Kjersti Engan, Rafael Molina

IEEE Access, 2022

Attention-based clinical note summarization.

Neel Kanwal, Giuseppe Rizzo

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images.

Neel Kanwal, Saul Fuster, Farbod Khoraminia, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images.

Saul Fuster, Farbod Khoraminia, Umay Kiraz, Neel Kanwal, Vebjørn Kvikstad, Trygve Eftestøl, Tahlita C. M. Zuiverloon, Emiel A. M. Janssen, Kjersti Engan

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021

DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities.

Jiahui Geng, Neel Kanwal, Martin Gilje Jaatun, Chunming Rong

Proceedings of the EASE 2021: Evaluation and Assessment in Software Engineering, 2021

2017

Output regulation for class of a nonlinear system with nonlinear exosystems utilizing servomechanism.

Bilal M. Yousuf, Maham Ghauri, Neel Kanwal

Proceedings of the First International Conference on Latest trends in Electrical Engineering and Computing Technologies, 2017