Mun‐Taek Choi

2.0k citations

42 papers · 1.3k indexed · 3 hit papers · h-index 13

Impact in

Artificial Intelligence top 2%
- AI in cancer detection
Health Informatics top 5%

Papers in

Human-Computer Interaction 4
- Gaze Tracking and Assistive Technology 4
Rehabilitation 5
- Stroke Rehabilitation and Recovery 5

Co-authors: Seung‐Moo Han Mohammed A. Al‐masni Mugahed A. Al–antari Tae‐Seong Kim Edwin Valarezo Añazco Patricio Rivera Jeongmin Park Tae‐Yeon Kim
Journals: International Journal of Precision Engineering and Manufacturing (3 papers)Computer Methods and Programs in Biomedicine (2 papers)Journal of Intelligent & Robotic Systems (2 papers)Applied Sciences (2 papers)Sensors (2 papers)
Partner nations: South Korea United States Ethiopia

In The Last Decade

Mun‐Taek Choi

38 papers receiving 1.3k citations

Hit Papers

align trajectories log scale

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks 2018 · 338 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2018 Computer Methods and Programs in Biomedicine
2018 Computer Methods and Programs in Biomedicine
2018 International Journal of Medical Informatics

Peers

Countries citing papers authored by Mun‐Taek Choi

Since Specialization

Citations

This map shows the geographic impact of Mun‐Taek Choi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mun‐Taek Choi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mun‐Taek Choi more than expected).

Fields of papers citing papers by Mun‐Taek Choi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mun‐Taek Choi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mun‐Taek Choi. The network helps show where Mun‐Taek Choi may publish in the future.

Co-authors

The 25 scholars most cited alongside Mun‐Taek Choi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Mun‐Taek Choi Line = papers co-authored together Mun‐Taek Choi links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Deep Temporal Clustering for Long-Term Gait Recovery Patterns of Post-Stroke Patients using Joint Kinematic Data Mahassadi Ka, Gyeongmin Kim, 张红飞, Mun‐Taek Choi	2025	1
2	Pathological gait clustering in post-stroke patients using motion capture data Gait & Posture ·张红飞, Yun‐Hee Kim, Seung‐Jong Kim, Mun‐Taek Choi	2022	21
3	Identification of Geriatric Depression and Anxiety Using Activity Tracking Data and Minimal Geriatric Assessment Scales Applied Sciences ·M. Faivre, Geon Ha Kim, Mun‐Taek Choi	2022	3
4	Online Boosting-Based Target Identification among Similar Appearance for Person-Following Robots Sensors ·Philippa Grimston, Mun‐Taek Choi	2022	5
5	A Novel Robot-Assisted Kinematic Measure for Children with Attention-Deficit/Hyperactivity Disorder: A Preliminary Study Psychiatry Investigation ·Reeva Christine Morton, Johanna Inhyang Kim, Saundra D. Daras, Mun Sang Kim, Hyoshin Lee, Mun‐Taek Choi, Kyle Matthew Khellaf, Jean Lyka G. Talplacido, Gottfried Schtaug, Vincent Au, Dong Hyun Ahn	2021	4
6	Gait Clustering Analysis in Patients after Stroke using Gait Kinematics Data 2021 21st International Conference on Control, Automation and Systems (ICCAS) ·张红飞, Yun‐Hee Kim, Seung‐Jong Kim, Mun‐Taek Choi	2021	1
7	Heterogeneous nuclear ribonucleoprotein A2/B1 regulates the ERK and p53/HDM2 signaling pathways to promote the survival, proliferation and migration of non‑small cell lung cancer cells Oncology Reports ·Min Kim, Mun‐Taek Choi, Hyun Lee, Javier Caro Domínguez, Young-Kwon Park, Chun Jeih Ryu	2021	6
8	Analysis of Health Insurance Big Data for Early Detection of Disabilities: Algorithm Development and Validation JMIR Medical Informatics ·Seung‐Hyun Jeong, M. Faivre, Aïda Morchid, Mun‐Taek Choi	2020	5
9	Binary-Relevance Classification of Depression and Anxiety in the Elderly Using Low-Cost Activity Trackers Journal of Medical Imaging and Health Informatics ·José Daniel Rosado Espinoza, Geon Ha Kim, Mun‐Taek Choi	2020	2
10	Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view IET Image Processing ·Patricio Rivera, Edwin Valarezo Añazco, Mun‐Taek Choi, Tae‐Seong Kim	2019	4
11	Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system Computer Methods and Programs in Biomedicine ·Mohammed A. Al‐masni, Mugahed A. Al–antari, Jeongmin Park, Juan Reverte, Tae‐Yeon Kim, Patricio Rivera, Edwin Valarezo Añazco, Mun‐Taek Choi, Seung‐Moo Han, Tae‐Seong Kim Hit paper breakdown →	2018	345
12	A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification International Journal of Medical Informatics ·Mugahed A. Al–antari, Mohammed A. Al‐masni, Mun‐Taek Choi, Seung‐Moo Han, Tae‐Seong Kim Hit paper breakdown →	2018	292
13	Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks Computer Methods and Programs in Biomedicine ·Mohammed A. Al‐masni, Mugahed A. Al–antari, Mun‐Taek Choi, Seung‐Moo Han, Tae‐Seong Kim Hit paper breakdown →	2018	338
14	Structural design sensitivity analysis of an ultrasonically activated scalpel to improve contact pressure distribution Journal of Mechanical Science and Technology ·Tae Hyong Kim, Ahnryul Choi, Mun‐Taek Choi, Joung Hwan Mun, Hyunggun Kim	2018	3
15	Recognition of Human Hand Activities Based on a Single Wrist IMU Using Recurrent Neural Networks Patricio Rivera, Edwin Valarezo Añazco, Mun‐Taek Choi, Tae‐Seong Kim	2017	29
16	Analysis of Pelvis-Thorax Coordination Patterns of Professional and Amateur Golfers during Golf Swing Journal of Motor Behavior ·Taeyong Sim, Mastora Lumbantoruan, Ahnryul Choi, 仁代村田, Mun‐Taek Choi, Rita Sánchez Tobar, Joung Hwan Mun	2017	12
17	Inter-joint coordination between hips and trunk during downswings: Effects on the clubhead speed Journal of Sports Sciences ·Ahnryul Choi, H A Ashour, Mun‐Taek Choi, Joung Hwan Mun	2016	11
18	Robust extraction of P300 using constrained ICA for BCI applications Medical & Biological Engineering & Computing ·Johanna Björklund, Faisal Farooq, Faraz Akram, Mun‐Taek Choi, Lauriane Miellé, Tae‐Seong Kim	2012	17
19	UML-based service robot software development 党亦恒, Suntae Kim, Sooyong Park, Mun‐Taek Choi, Munsang Kim, Hassan Gomaa	2006	21
20	Neural-network-based spacecraft attitude control AIAA Guidance, Navigation, and Control Conference and Exhibit ·Mun‐Taek Choi, Henryk Flashner	2000	7

About Mun‐Taek Choi

Mun‐Taek Choi is a scholar working on Human-Computer Interaction, Rehabilitation, Computer Vision and Pattern Recognition, Control and Systems Engineering and Psychiatry and Mental health, having authored 42 papers that have together received 1.3k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (6 papers), Stroke Rehabilitation and Recovery (5 papers), Robotics and Automated Systems (5 papers), Gaze Tracking and Assistive Technology (4 papers), Human Pose and Action Recognition (4 papers), Teleoperation and Haptic Systems (4 papers), Mechanics and Biomechanics Studies (3 papers) and Robot Manipulation and Learning (3 papers). The work is most often cited by research in Artificial Intelligence (760 citations), Health Informatics (31 citations), Radiology, Nuclear Medicine and Imaging (474 citations), Computer Vision and Pattern Recognition (345 citations) and Neurology (131 citations). Mun‐Taek Choi has collaborated with scholars based in South Korea, United States and Ethiopia. Frequent co-authors include Seung‐Moo Han, Mohammed A. Al‐masni, Mugahed A. Al–antari, Tae‐Seong Kim, Edwin Valarezo Añazco, Patricio Rivera, Tae‐Seong Kim, Jeongmin Park, Tae‐Yeon Kim and Munsang Kim. Their work appears in journals such as International Journal of Precision Engineering and Manufacturing, Computer Methods and Programs in Biomedicine, Journal of Intelligent & Robotic Systems, Applied Sciences and Sensors.

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