Personal information

No personal information available

Activities

Employment (1)

University of Utah: Salt Lake City, UT, US

2001 to present (Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Tolga Tasdizen

Education and qualifications (2)

Brown University: Providence , RI, US

2001 | PhD (Engineering)
Education
Source: Self-asserted source
Tolga Tasdizen

Bo?aziçi Üniversitesi: Istanbul, TR

1991 to 1995 | BS (Electrical Engineering)
Education
Source: Self-asserted source
Tolga Tasdizen

Works (50 of 221)

Items per page:
Page 1 of 5

Invited commentary: deep learning—methods to amplify epidemiologic data collection and analyses

American Journal of Epidemiology
2025-02-05 | Journal article
Contributors: D Alex Quistberg; Stephen J Mooney; Tolga Tasdizen; Pablo Arbelaez; Quynh C Nguyen
Source: check_circle
Crossref

Examining the role of passive design indicators in energy burden reduction: Insights from a machine learning and deep learning approach

Building and Environment
2024-02 | Journal article
Contributors: Siavash Ghorbany; Ming Hu; Siyuan Yao; Chaoli Wang; Quynh Camthi Nguyen; Xiaohe Yue; Mitra Alirezaei; Tolga Tasdizen; Matthew Sisk
Source: check_circle
Crossref

Improving uranium oxide pathway discernment and generalizability using contrastive self-supervised learning

Computational Materials Science
2024-01 | Journal article
Contributors: Jakob Johnson; Luther McDonald; Tolga Tasdizen
Source: check_circle
Crossref

Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators

IEEE Access
2023 | Journal article
Contributors: Mitra Alirezaei; Quynh C. Nguyen; Ross Whitaker; Tolga Tasdizen
Source: check_circle
Crossref

Stain Based Contrastive Co-training for Histopathological Image Analysis

2022 | Book chapter
Contributors: Bodong Zhang; Beatrice Knudsen; Deepika Sirohi; Alessandro Ferrero; Tolga Tasdizen
Source: check_circle
Crossref

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays

Scientific Data
2022-06-18 | Journal article
Contributors: Ricardo Bigolin Lanfredi; Mingyuan Zhang; William F. Auffermann; Jessica Chan; Phuong-Anh T. Duong; Vivek Srikumar; Trafton Drew; Joyce D. Schroeder; Tolga Tasdizen
Source: check_circle
Crossref

Detection and segmentation in microscopy images

Computer Vision for Microscopy Image Analysis
2021 | Book chapter
Source: Self-asserted source
Tolga Tasdizen

Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model

Computer-Aided Design
2021 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Leveraging 31 Million Google Street View Images to Characterize Built Environments and Examine County Health Outcomes

Public Health Reports
2021 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data

International Journal of Chronic Obstructive Pulmonary Disease
2021-01 | Journal article
Contributors: Joyce D Schroeder; Ricardo Bigolin Lanfredi; Tao Li; Jessica Chan; Clement Vachet; Robert Paine, III; Vivek Srikumar; Tolga Tasdizen
Source: check_circle
Crossref

Crystallographic prediction from diffraction and chemistry data for higher throughput classification using machine learning

Computational Materials Science
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Determining uranium ore concentrates and their calcination products via image classification of multiple magnifications

Journal of Nuclear Materials
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Effects of process history on the surface morphology of uranium ore concentrates extracted from ore

Minerals Engineering
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Google Street View Derived Built Environment Indicators and Associations with State-Level Obesity, Physical Activity, and Chronic Disease Mortality in the United States

International Journal of Environmental Research and Public Health
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Graph constraint-based robust latent space low-rank and sparse subspace clustering

Neural Computing and Applications
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment

BMC public health
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

High Throughput Crystal Structure Classification

Microscopy and Microanalysis
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Identifying surface morphological characteristics to differentiate between mixtures of U3O8 synthesized from ammonium diuranate and uranyl peroxide

Radiochimica Acta
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Intelligent damage classification and estimation in power distribution poles using unmanned aerial vehicles and convolutional neural networks

IEEE Transactions on Smart Grid
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy

arXiv preprint arXiv:2001.11698
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields

International Conference on Medical Image Computing and Computer-Assisted Intervention
2020 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields

2020 | Book chapter
Contributors: Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Clement Vachet; Tolga Tasdizen
Source: check_circle
Crossref

Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data

International Journal of Chronic Obstructive Pulmonary Disease
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent

arXiv preprint arXiv:2009.04709
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images

Medical Image Analysis
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Using 164 Million Google Street View Images to Derive Built Environment Predictors of COVID-19 Cases

International journal of environmental research and public health
2020 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images

Medical Image Analysis
2020-08 | Journal article
Contributors: Wenguang Yuan; Jia Wei; Jiabing Wang; Qianli Ma; Tolga Tasdizen
Source: check_circle
Crossref

Intelligent Damage Classification and Estimation in Power Distribution Poles Using Unmanned Aerial Vehicles and Convolutional Neural Networks

IEEE Transactions on Smart Grid
2020-07 | Journal article
Contributors: Mohammad Mehdi Hosseini; Amarachi Umunnakwe; Masood Parvania; Tolga Tasdizen
Source: check_circle
Crossref

A new approach for quantifying morphological features of U3O8 for nuclear forensics using a deep learning model

Journal of Nuclear Materials
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays

International Conference on Medical Image Computing and Computer-Assisted Intervention
2019 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays

2019 | Book chapter
Contributors: Ricardo Bigolin Lanfredi; Joyce D. Schroeder; Clement Vachet; Tolga Tasdizen
Source: check_circle
Crossref

Analyzing associations between chronic disease prevalence and neighborhood quality through Google Street View images

IEEE Access
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-photon microscopy images

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)
2019 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning

Science advances
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Dependence of UO2 surface morphology on processing history within a single synthetic route

Radiochimica Acta
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

In-situ Ion Irradiation and Recrystallization in Highly Structured Materials

Microscopy and Microanalysis
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

In-situ Ion Irradiation and Recrystallization in Highly Structured Materials.

2019 | Report
Source: Self-asserted source
Tolga Tasdizen

Merging Deep Learning, Chemistry, and Diffraction for High-Throughput Material Structure Prediction

Microscopy and Microanalysis
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Pseudo-marginal MCMC sampling for image segmentation using nonparametric shape priors

IEEE Transactions on Image Processing
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Quantifying impurity effects on the surface morphology of $α$-U3O8

Analytical chemistry
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Unified attentional generative adversarial network for brain tumor segmentation from multimodal unpaired images

International Conference on Medical Image Computing and Computer-Assisted Intervention
2019 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Using Google Street View to examine associations between built environment characteristics and US health outcomes

Preventive medicine reports
2019 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors

IEEE Transactions on Image Processing
2019-11 | Journal article
Contributors: Ertunc Erdil; Sinan Yildirim; Tolga Tasdizen; Mujdat Cetin
Source: check_circle
Crossref

Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning

Science Advances
2019-10-11 | Journal article
Contributors: J. A. Aguiar; M. L. Gong; R. R. Unocic; T. Tasdizen; B. D. Miller
Source: check_circle
Crossref

Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network

IEEE Journal of Biomedical and Health Informatics
2019-07 | Journal article
Contributors: Nisha Ramesh; Tolga Tasdizen
Source: check_circle
Crossref

A new approach for quantifying morphological features of U3O8 for nuclear forensics using a deep learning model

Journal of Nuclear Materials
2019-04 | Journal article
Contributors: Cuong Ly; Adam M. Olsen; Ian J. Schwerdt; Reid Porter; Kari Sentz; Luther W. McDonald; Tolga Tasdizen
Source: check_circle
Crossref

Cell segmentation using a similarity interface with a multi-task convolutional neural network

IEEE journal of biomedical and health informatics
2018 | Journal article
Source: Self-asserted source
Tolga Tasdizen

Domain adaptation for biomedical image segmentation using adversarial training

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
2018 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Image reconstruction using priors from deep learning

Medical Imaging 2018: Image Processing
2018 | Conference paper
Source: Self-asserted source
Tolga Tasdizen

Image segmentation by deep learning of disjunctive normal shape model shape representation

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops
2018 | Conference paper
Source: Self-asserted source
Tolga Tasdizen
Items per page:
Page 1 of 5