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Sun-Safe Zones: Investigating Integrated Shading Strategies for Children's Play Areas in Urban Parks

International journal of environmental research and public health, 2022-12, Vol.20 (1), p.114

2022

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Multiscale deep learning framework captures systemic immune features in lymph nodes predictive of triple negative breast cancer outcome in large‐scale studies

The Journal of pathology, 2023-08, Vol.260 (4), p.376-389

2023

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A 2021 update on cancer image analytics with deep learning

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2021-07, Vol.11 (4), p.e1410-n/a

2021

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Efficient quality control of whole slide pathology images with human-in-the-loop training

Journal of pathology informatics, 2023-01, Vol.14, p.100306-100306, Article 100306

2023

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Deep Learning to Estimate Human Epidermal Growth Factor Receptor 2 Status from Hematoxylin and Eosin-Stained Breast Tissue Images

Journal of pathology informatics, 2020, Vol.11 (1), p.19-19, Article 19

2020

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Author's Reply to "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge"

IEEE transactions on medical imaging, 2022-04, Vol.41 (4), p.1000-1003

2022

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MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3413-3423

2021

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Robust active noise control: An information theoretic learning approach

Applied acoustics, 2017-02, Vol.117, p.180-184

2017

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Abstract PO-014: Deep learning-based segmentation accurately captures histological features in cancer-free lymph nodes of breast cancer patients

Clinical cancer research, 2021-03, Vol.27 (5_Supplement), p.PO-014-PO-014

2021

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Fast, Self Supervised, Fully Convolutional Color Normalization Of H&E Stained Images

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.1563-1567

2021

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Improved Histology Image Classification under Label Noise Via Feature Aggregating Memory Banks

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5

2022

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Sample Specific Generalized Cross Entropy for Robust Histology Image Classification

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.1934-1938

2021

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Abstract 6233: A deep learning pipeline to capture the prognostic immune responses in lymph nodes of breast cancer patients

Cancer research (Chicago, Ill.), 2022-06, Vol.82 (12_Supplement), p.6233-6233

2022

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Heterogeneous Graphs Model Spatial Relationship Between Biological Entities for Breast Cancer Diagnosis

Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, p.97-106

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WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.15-24

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Abstract P5-01-01: Multiscale Deep Learning framework to capture systemic immune features in lymph nodes predictive of triple negative breast cancer outcome

Cancer research (Chicago, Ill.), 2023-03, Vol.83 (5_Supplement), p.P5-P5-01-01

2023

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Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers

Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis, p.77-80

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Improved Multi-Step, Multi-Variate, and Spatiotemporal 5G Data Usage Forecasting Without Deploying Data Imputation Techniques

GLOBECOM 2023 - 2023 IEEE Global Communications Conference, 2023, p.7417-7422

2023

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Satellite-Derived Bathymetry Using Deep Convolutional Neural Network

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, p.2280-2283

2020

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Robust Semi-Supervised Learning for Histopathology Images Through Self-Supervision Guided Out-of-Distribution Scoring

2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE), 2023, p.121-128

2023

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Improving Histopathology Classification using Learnable Preprocessing

TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON), 2019, p.2460-2465

2019

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Amoxicillin induced erythematous maculopapular rashes: a case report

International journal of basic and clinical pharmacology, 2020-05, Vol.9 (5), p.806

2020

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Multi-Modal Information Fusion for Classification of Kidney Abnormalities

2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 2022, p.1-4

2022

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Robust Classification of Histology Images Exploiting Adversarial Auto Encoders

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.2871-2874

2021

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Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation

2022 IEEE 22nd International Conference on Bioinformatics and Bioengineering (BIBE), 2022, p.91-96

2022

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Sun-Safe Zones: Investigating Integrated Shading Strategies for Children's Play Areas in Urban Parks

Multiscale deep learning framework captures systemic immune features in lymph nodes predictive of triple negative breast cancer outcome in large‐scale studies

A 2021 update on cancer image analytics with deep learning

Efficient quality control of whole slide pathology images with human-in-the-loop training

Deep Learning to Estimate Human Epidermal Growth Factor Receptor 2 Status from Hematoxylin and Eosin-Stained Breast Tissue Images

Author's Reply to "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge"

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge

Robust active noise control: An information theoretic learning approach

Abstract PO-014: Deep learning-based segmentation accurately captures histological features in cancer-free lymph nodes of breast cancer patients

Fast, Self Supervised, Fully Convolutional Color Normalization Of H&E Stained Images

Improved Histology Image Classification under Label Noise Via Feature Aggregating Memory Banks

Sample Specific Generalized Cross Entropy for Robust Histology Image Classification

Abstract 6233: A deep learning pipeline to capture the prognostic immune responses in lymph nodes of breast cancer patients

Heterogeneous Graphs Model Spatial Relationship Between Biological Entities for Breast Cancer Diagnosis

WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network

Abstract P5-01-01: Multiscale Deep Learning framework to capture systemic immune features in lymph nodes predictive of triple negative breast cancer outcome

Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers

Improved Multi-Step, Multi-Variate, and Spatiotemporal 5G Data Usage Forecasting Without Deploying Data Imputation Techniques

Satellite-Derived Bathymetry Using Deep Convolutional Neural Network

Robust Semi-Supervised Learning for Histopathology Images Through Self-Supervision Guided Out-of-Distribution Scoring

Improving Histopathology Classification using Learnable Preprocessing

Amoxicillin induced erythematous maculopapular rashes: a case report

Multi-Modal Information Fusion for Classification of Kidney Abnormalities

Robust Classification of Histology Images Exploiting Adversarial Auto Encoders

Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation

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