Neel Kanwal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Histological Images

Medical Image Processing

Top Venues

Publications

Neel Kanwal, Farbod Khoraminia, Umay Kiraz, Andrés Mosquera-Zamudio, Carlos Monteagudo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs. CoRR (2024)
Neel Kanwal, Miguel López-Pérez, Umay Kiraz, Tahlita C. M. Zuiverloon, Rafael Molina, Kjersti Engan
Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images. Comput. Medical Imaging Graph. 112 (2024)
Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao
PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds. CoRR (2024)
Marie Bø-Sande, Edvin Benjaminsen, Neel Kanwal, Saul Fuster, Helga Hardardottir, Ingrid Lundal, Emilius A. M. Janssen, Kjersti Engan
A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics. NLDL (2024)
Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao
Towards Privacy-, Budget-, and Deadline-Aware Service Optimization for Large Medical Image Processing across Hybrid Clouds. CoRR (2024)
Neel Kanwal, Trygve Eftestøl, Farbod Khoraminia, Tahlita C. M. Zuiverloon, Kjersti Engan
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation. CoRR (2023)
Neel Kanwal, Emiel A. M. Janssen, Kjersti Engan
Balancing Privacy and Progress in Artificial Intelligence: Anonymization in Histopathology for Biomedical Research and Education. CoRR (2023)
Anil B. Gavade, Rajendra Nerli, Neel Kanwal, Priyanka A. Gavade, Shridhar Sunilkumar Pol, Syed Tahir Hussain Rizvi
Automated Diagnosis of Prostate Cancer Using mpMRI Images: A Deep Learning Approach for Clinical Decision Support. Comput. 12 (8) (2023)
Anil B. Gavade, Neel Kanwal, Priyanka A. Gavade, Rajendra Nerli
Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification. CoRR (2023)
Neel Kanwal, Trygve Eftestøl, Farbod Khoraminia, Tahlita C. M. Zuiverloon, Kjersti Engan
Vision Transformers for Small Histological Datasets Learned Through Knowledge Distillation. PAKDD (3) (2023)
Neel Kanwal, Roger Amundsen, Helga Hardardottir, Luca Tomasetti, Erling Sandøy Undersrud, Emiel A. M. Janssen, Kjersti Engan
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images. EUSIPCO (2023)
Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Zhiming Zhao
Towards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images. ICDH (2023)
Marie Bø-Sande, Edvin Benjaminsen, Neel Kanwal, Saul Fuster, Helga Hardardottir, Ingrid Lundal, Emiel A. M. Janssen, Kjersti Engan
A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics. CoRR (2023)
Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Zhiming Zhao
Towards a privacy-preserving distributed cloud service for preprocessing very large medical images. CoRR (2023)
Neel Kanwal, Roger Amundsen, Helga Hardardottir, Luca Tomasetti, Erling Sandoy Undersrud, Emiel A. M. Janssen, Kjersti Engan
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images. CoRR (2023)
Tasweer Ahmad, Syed Tahir Hussain Rizvi, Neel Kanwal
Transforming spatio-temporal self-attention using action embedding for skeleton-based action recognition. J. Vis. Commun. Image Represent. 95 (2023)
Neel Kanwal, Fernando Pérez-Bueno, Arne Schmidt, Kjersti Engan, Rafael Molina
The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review. IEEE Access 10 (2022)
Neel Kanwal, Giuseppe Rizzo
Attention-based clinical note summarization. SAC (2022)
Neel Kanwal, Saul Fuster, Farbod Khoraminia, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images. IVMSP (2022)
Saul Fuster, Farbod Khoraminia, Umay Kiraz, Neel Kanwal, Vebjørn Kvikstad, Trygve Eftestøl, Tahlita C. M. Zuiverloon, Emiel A. M. Janssen, Kjersti Engan
Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images. IVMSP (2022)
Jiahui Geng, Neel Kanwal, Martin Gilje Jaatun, Chunming Rong
DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities. EASE (2021)
Neel Kanwal, Giuseppe Rizzo
Attention-based Clinical Note Summarization. CoRR (2021)
Jiahui Geng, Neel Kanwal, Martin Gilje Jaatun, Chunming Rong
DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities. CoRR (2021)
Bilal M. Yousuf, Maham Ghauri, Neel Kanwal
Output regulation for class of a nonlinear system with nonlinear exosystems utilizing servomechanism. INTELLECT (2017)