Murat Dundar

Murat Dundar

Indiana University - Purdue University Indianapolis

H-index: 29

North America-United States

About Murat Dundar

Murat Dundar, With an exceptional h-index of 29 and a recent h-index of 19 (since 2020), a distinguished researcher at Indiana University - Purdue University Indianapolis, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Comparative Study of Semi-Supervised Segmentation Methods for Panoptic Segmentation in Microscopic Imaging

A machine learning model for orthodontic extraction/non-extraction decision in a racially and ethnically diverse patient population

Classifying the unknown: Insect identification with deep hierarchical Bayesian learning

Prediction of the post-pubertal mandibular length and Y axis of growth by using various machine learning techniques: A retrospective longitudinal study

Can we predict orthodontic extraction patterns by using machine learning?

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves

Deep-Learning-Based High-Intensity Focused Ultrasound Lesion Segmentation in Multi-Wavelength Photoacoustic Imaging

A machine learning toolkit for CRISM image analysis

Murat Dundar Information

University

Position

Associate Professor of Computer Science

Citations(all)

4029

Citations(since 2020)

1846

Cited By

3003

hIndex(all)

29

hIndex(since 2020)

19

i10Index(all)

52

i10Index(since 2020)

33

Email

University Profile Page

Indiana University - Purdue University Indianapolis

Google Scholar

View Google Scholar Profile

Murat Dundar Skills & Research Interests

Machine Learning

Top articles of Murat Dundar

Title

Journal

Author(s)

Publication Date

A Comparative Study of Semi-Supervised Segmentation Methods for Panoptic Segmentation in Microscopic Imaging

Emanuele Plebani

Murat Dundar

2024/2/13

A machine learning model for orthodontic extraction/non-extraction decision in a racially and ethnically diverse patient population

International Orthodontics

Taylor Mason

Kynnedy M Kelly

George Eckert

Jeffrey A Dean

M Murat Dundar

...

2023/9/1

Classifying the unknown: Insect identification with deep hierarchical Bayesian learning

Methods in Ecology and Evolution

Sarkhan Badirli

Christine Johanna Picard

George Mohler

Frannie Richert

Zeynep Akata

...

2023/6

Prediction of the post-pubertal mandibular length and Y axis of growth by using various machine learning techniques: A retrospective longitudinal study

Diagnostics

Tyler Wood

Justina O Anigbo

George Eckert

Kelton T Stewart

Mehmet Murat Dundar

...

2023/4/26

Can we predict orthodontic extraction patterns by using machine learning?

Orthodontics & Craniofacial Research

Landon Leavitt

James Volovic

Lily Steinhauer

Taylor Mason

George Eckert

...

2023/11

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves

Frontiers in Neuroscience

Abida Sanjana Shemonti

Emanuele Plebani

Natalia P Biscola

Deborah M Jaffey

Leif A Havton

...

2023/3/9

Deep-Learning-Based High-Intensity Focused Ultrasound Lesion Segmentation in Multi-Wavelength Photoacoustic Imaging

Bioengineering

Xun Wu

Jean L Sanders

M Murat Dundar

Ömer Oralkan

2023/9/8

A machine learning toolkit for CRISM image analysis

Icarus

Emanuele Plebani

Bethany L Ehlmann

Ellen K Leask

Valerie K Fox

M Murat Dundar

2022/4/1

High-throughput segmentation of unmyelinated axons by deep learning

Scientific Reports

Emanuele Plebani

Natalia P Biscola

Leif A Havton

Bartek Rajwa

Abida Sanjana Shemonti

...

2022/1/24

IM: An R-Package for Computation of Image Moments and Moment Invariants

arXiv preprint arXiv:2210.16485

Allison Irvine

Tan Dang

M Murat Dundar

Bartek Rajwa

2022/10/29

A novel machine learning model for class III surgery decision

Journal of Orofacial Orthopedics/Fortschritte der Kieferorthopädie

Hunter Lee

Sunna Ahmad

Michael Frazier

Mehmet Murat Dundar

Hakan Turkkahraman

2022/8/26

Trustworthy explainability acceptance: A new metric to measure the trustworthiness of interpretable ai medical diagnostic systems

Davinder Kaur

Suleyman Uslu

Arjan Durresi

Sunil Badve

Murat Dundar

2021

Open set authorship attribution toward demystifying Victorian periodicals

Sarkhan Badirli

Mary Borgo Ton

Abdulmecit Gungor

Murat Dundar

2021

Fine-grained zero-shot learning with dna as side information

Advances in Neural Information Processing Systems

Sarkhan Badirli

Zeynep Akata

George Mohler

Christine Picard

Mehmet M Dundar

2021/12/6

Data from Classifying the Unknown: Insect Identification by Deep Zero-shot Bayesian Learning

Christine J Picard

Murat Dundar

Zeynep Akata

Sarkhan Badirli

George Mohler

2021/10/19

A HISTORY OF ALTERATION IN TERRA SIRENUM, MARS: EVIDENCE FOR CHEMICALLY DISTINCT WATERS FORMING SULPHATES VS. CHLORIDES INTO THE AMAZONIAN

Investigating the evolution of surface water on Mars through spectroscopy of secondary minerals

EK Leask

BL Ehlmann

M Dundar

2020/1/9

CRISM Detections of Hydrated Silica in Mt Sharp, Gale Crater

VK Fox

MM Dundar

BL Ehlmann

2020

Bayesian zero-shot learning

Sarkhan Badirli

Zeynep Akata

Murat Dundar

2020

See List of Professors in Murat Dundar University(Indiana University - Purdue University Indianapolis)

Co-Authors

H-index: 73
Bethany L. Ehlmann

Bethany L. Ehlmann

California Institute of Technology

H-index: 71
Arun Bhunia, Professor of Food Microbiology

Arun Bhunia, Professor of Food Microbiology

Purdue University

H-index: 58
J. Paul Robinson

J. Paul Robinson

Purdue University

H-index: 57
Le Lu

Le Lu

Johns Hopkins University

H-index: 47
Ömer Oralkan

Ömer Oralkan

North Carolina State University

H-index: 44
Vincent Jo Davisson

Vincent Jo Davisson

Purdue University

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