Tolga Taşdizen

Also affiliated with Advanced Imaging Research (United States)

Biochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

2.5Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

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)10.1186/s12889-020-8300-1

Top 9%

2.5DataRank

Top 9%89 citations

Mehran Javanmardi, Sahil Khanna, Pallavi Dwivedi, Dina Huang, Tolga Taşdizen +2 more

Papers

Driven by 24 papers — median percentile 91. Top paper: “Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment”.

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)10.1186/s12889-020-8300-1

Top 9%

2.5DataRank

Top 9%89 citations

Mehran Javanmardi, Sahil Khanna, Pallavi Dwivedi, Dina Huang, Tolga Taşdizen +2 more

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)10.3390/ijerph17103659

N/A

0DataRank · unranked

32 citations

Weijun Yu, Jessica M. Keralis, Krishay Mukhija, Pallavi Dwivedi, Kimberly D. Brunisholz +4 more

Google Street View-Derived Neighborhood Characteristics in California Associated with Coronary Heart Disease, Hypertension, Diabetes

International Journal of Environmental Research and Public Health(2021)10.3390/ijerph181910428

N/A

0DataRank · unranked

29 citations

Quynh C. Nguyen, Anna D. Rubinsky, Tolga Taşdizen, Amir Hossein Nazem Deligani, Pallavi Dwivedi +8 more

Google Street View Images as Predictors of Patient Health Outcomes, 2017–2019

Big Data and Cognitive Computing(2022)10.3390/bdcc6010015

N/A

0DataRank · unranked

23 citations

Tom Belnap, Pallavi Dwivedi, Amir Hossein Nazem Deligani, Abhinav Kumar, Dapeng Li +8 more

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

Scientific Data(2022)10.1038/s41597-022-01441-z

N/A

0DataRank · unranked

51 citations

Mingyuan Zhang, William F. Auffermann, Jessica Chan, Phuong-Anh T. Duong, Vivek Srikumar +4 more

Delayed and More Variable Unimanual and Bimanual Finger Tapping in Alzheimer’s Disease: Associations with Biomarkers and Applications for Classification

Journal of Alzheimer s Disease(2023)10.3233/jad-221297

N/A

0DataRank · unranked

30 citations

Marit F. L. Ruitenberg, Sydney Y. Schaefer, Jace B. King, John M. Hoffman, Amanda F. Mejia +3 more

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

Pattern Recognition(2023)10.1016/j.patcog.2023.109430

N/A

0DataRank · unranked

19 citations

Joyce Schroeder, Tolga Taşdizen, Ricardo Bigolin Lanfredi

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

IEEE Access(2023)10.1109/access.2023.3295777

N/A

0DataRank · unranked

4 citations

Quynh C. Nguyen, Ross Whitaker, Tolga Taşdizen, Mitra Alirezaei

Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation

Frontiers in Radiology(2023)10.3389/fradi.2023.1088068

N/A

0DataRank · unranked

3 citations

Joyce Schroeder, Tolga Taşdizen, Ricardo Bigolin Lanfredi

Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads

Computing in cardiology(2023)10.22489/cinc.2023.047

N/A

0DataRank · unranked

3 citations

Brian Zenger, James Brundage, Rob MacLeod, Rashmee U. Shah, Xiangyang Ye +6 more

Performance of Off-the-Shelf Machine Learning Architectures and Biases in Detection of Low Left Ventricular Ejection Fraction

medRxiv(2023)10.1101/2023.06.10.23291237

N/A

0DataRank · unranked

0 citations

Brian Zenger, James Brundage, Rob MacLeod, T. Jared Bunch, Rashmee U. Shah +6 more

Transfer Learning for Improved Classification of Drivers in Atrial Fibrillation

Computing in cardiology(2023)10.22489/cinc.2023.412

N/A

0DataRank · unranked

0 citations

Eugene Kwan, Tolga Taşdizen, Jake Bergquist, Matthias Lange, Benjamin Orkild +4 more

Road Traffic Injuries and the Built Environment in Bogotá, Colombia, 2015–2019: A Cross-Sectional Analysis

Journal of Urban Health(2024)10.1007/s11524-024-00842-2

N/A

0DataRank · unranked

13 citations

Olga Lucia Sarmiento, José D. Pinzón, Maria A. Wilches-Mogollon, Pablo Arbeláez, Laura Baldovino-Chiquillo +7 more

Classification of Mild Cognitive Impairment and Alzheimer’s Disease Using Manual Motor Measures

Neurodegenerative Diseases(2024)10.1159/000539800

N/A

0DataRank · unranked

11 citations

Marit F. L. Ruitenberg, Sydney Y. Schaefer, Jace B. King, Jasmine M Jacobo, Benjamin Silvester +6 more

Performance of off-the-shelf machine learning architectures and biases in low left ventricular ejection fraction detection

Heart Rhythm O2(2024)10.1016/j.hroo.2024.07.009

N/A

0DataRank · unranked

4 citations

Brian Zenger, James Brundage, Rob MacLeod, T. Jared Bunch, Rashmee U. Shah +7 more

Neighborhood built environment, obesity, and diabetes: A Utah siblings study

SSM - Population Health(2024)10.1016/j.ssmph.2024.101670

N/A

0DataRank · unranked

5 citations

Tolga Taşdizen, Mitra Alirezaei, Heran Mane, Xiaohe Yue, Junaid S. Merchant +5 more

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

American Journal of Epidemiology(2024)10.1093/aje/kwae215

N/A

0DataRank · unranked

5 citations

Stephen J. Mooney, Tolga Taşdizen, Pablo Arbeláez, Quynh C. Nguyen, D. Alex Quistberg

Hierarchical Transformer for Electrocardiogram Diagnosis

arXiv (Cornell University)(2024)10.48550/arxiv.2411.00755

N/A

0DataRank · unranked

0 citations

Jake Berquist, Benjamin A. Steinberg, Tolga Taşdizen, Tang, Xiaoya

Machine Learning Prediction of Blood Potassium at Different Time Cutoffs

Computing in cardiology(2024)10.22489/cinc.2024.145

N/A

0DataRank · unranked

0 citations

Deekshith Reddy Dade, Brian Zenger, Ravi Ranjan, Rob MacLeod, Benjamin A. Steinberg +2 more

Machine Learning Estimation of Myocardial Ischemia Severity Using Body Surface ECG

Computing in cardiology(2024)10.22489/cinc.2024.144

N/A

0DataRank · unranked

0 citations

Jake Bergquist, Deekshith Reddy Dade, Brian Zenger, Ravi Ranjan, Benjamin A. Steinberg +3 more

A Survey of Augmentation Techniques for Enhancing ECG Representation through Self-Supervised Contrastive Learning

Computing in cardiology(2024)10.22489/cinc.2024.223

N/A

0DataRank · unranked

0 citations

Jake Bergquist, Rob MacLeod, Ravi Ranjan, Benjamin A. Steinberg, Tolga Taşdizen +1 more

CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification

Medical Image Analysis(2025)10.1016/j.media.2025.103711

N/A

0DataRank · unranked

1 citations

Hamid Manoochehri, Man M. Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen +3 more

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)10.3390/ijerph17176359

N/A

0DataRank · unranked

94 citations

Yuru Huang, Abhinav Kumar, Haoshu Duan, Jessica M. Keralis, Pallavi Dwivedi +6 more

Contrastive pretraining improves deep learning classification of endocardial electrograms in a preclinical model

Heart Rhythm O2(2025)10.1016/j.hroo.2025.01.008

N/A

0DataRank · unranked

1 citations

Eugene Kwan, Jake Bergquist, James Brundage, Benjamin Orkild, Jiawei Dong +7 more

Tolga Taşdizen

Indexed papers

Top data-sharing exemplar

Papers