Fayyaz ul Amir Afsar Minhas

CoRR, 2021

Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations.

[BibT_eX]

[DOI]

CoRR, 2021

Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology.

[BibT_eX]

[DOI]

CoRR, 2021

Elementary effects analysis of factors controlling COVID-19 infections in computational simulation reveals the importance of social distancing and mask usage.

[BibT_eX]

[DOI]

Kelvin K. F. Li

Stephen A. Jarvis

Fayyaz A. Minhas

Comput. Biol. Medicine, 2021

L<sub>1</sub>-Regularized Neural Ranking for Risk Stratification and Its Application to Prediction of Time to Distant Metastasis in Luminal Node Negative Chemotherapy Naïve Breast Cancer Patients.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain Learning.

[BibT_eX]

[DOI]

Kim Branson

Raja Muhammad Saad Bashir

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Simple non-iterative clustering and CNNs for coarse segmentation of breast cancer whole-slide images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge.

[BibT_eX]

[DOI]

Mostafa Jahanifar

Adam J. Shephard

Neda Zamanitajeddin

Proceedings of the Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis - MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021

Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification.

[BibT_eX]

[DOI]

Kishore Gopalakrishnan

David R. J. Snead

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

ALBRT: Cellular Composition Prediction in Routine Histology Images.

[BibT_eX]

[DOI]

Kim Branson

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Deep-PHURIE: deep learning based hurricane intensity estimation from infrared satellite imagery.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images.

[BibT_eX]

[DOI]

CoRR, 2020

ISLAND: in-silico proteins binding affinity prediction using sequence information.

[BibT_eX]

[DOI]

BioData Min., 2020

Train Small, Generate Big: Synthesis of Colorectal Cancer Histology Images.

[BibT_eX]

[DOI]

Srijay Deshpande

Fayyaz A. Minhas

Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

Generalized Neural Framework for Learning with Rejection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Cross-Domain Knowledge Transfer for Prediction of Chemosensitivity in Ovarian Cancer Patients.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Capturing Cellular Topology in Multi-Gigapixel Pathology Images.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

An embarrassingly simple approach to neural multiple instance classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Learning Neural Activations.

[BibT_eX]

[DOI]

CoRR, 2019

AMP0: Species-Specific Prediction of Anti-microbial Peptides using Zero and Few Shot Learning.

[BibT_eX]

[DOI]

Sadaf Gull

CoRR, 2019

Generalized Learning with Rejection for Classification and Regression Problems.

[BibT_eX]

[DOI]

CoRR, 2019

Ten ways to fool the masses with machine learning.

[BibT_eX]

[DOI]

CoRR, 2019

AMAP: Hierarchical multi-label prediction of biologically active and antimicrobial peptides.

[BibT_eX]

[DOI]

Sadaf Gull

Nauman Shamim

Comput. Biol. Medicine, 2019

2018

Correlation Filters for Detection of Cellular Nuclei in Histopathology Images.

[BibT_eX]

[DOI]

J. Medical Syst., 2018

Training host-pathogen protein-protein interaction predictors.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2018

A generalized meta-loss function for distillation and learning using privileged information for classification and regression.

[BibT_eX]

[DOI]

CoRR, 2018

Learning protein binding affinity using privileged information.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

2017

Amino acid composition predicts prion activity.

[BibT_eX]

[DOI]

Eric D. Ross

PLoS Comput. Biol., 2017

ISLAND: In-Silico Prediction of Proteins Binding Affinity Using Sequence Descriptors.

[BibT_eX]

[DOI]

Fahad Ul Hassan

Adiba Yaseen

CoRR, 2017

Training large margin host-pathogen protein-protein interaction predictors.

[BibT_eX]

[DOI]

Abdul Hannan Basit

CoRR, 2017

pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications.

[BibT_eX]

[DOI]

CoRR, 2017

Deep and Self-Taught Learning for Protein Accessible Surface Area Prediction.

[BibT_eX]

[DOI]

Fahad Ul Hassan

Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

Machine Learning with Abstention for Automated Liver Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

2016

Issues in performance evaluation for host-pathogen protein interaction prediction.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2016

CAFÉ-Map: Context Aware Feature Mapping for mining high dimensional biomedical data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

2012

Automated Classification of Liver Disorders using Ultrasound Images.

[BibT_eX]

[DOI]

Durre Sabih

Mutawarra Hussain

J. Medical Syst., 2012

Detection and Localization of Myocardial Infarction using K-nearest Neighbor Classifier.

[BibT_eX]

[DOI]

Ijaz A. Malagore

Fayyaz A. Afsar

J. Medical Syst., 2012

Multiple instance learning of Calmodulin binding sites.

[BibT_eX]

[DOI]

Bioinform., 2012

2011

MOX: A novel global optimization algorithm inspired from Oviposition site selection and egg hatching inhibition in mosquitoes.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

2009

Arrhythmia Beat Classification Using Pruned Fuzzy K-Nearest Neighbor Classifier.

[BibT_eX]

[DOI]