Research Explorer

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Researcher

Homin Park

Publications & Research Data

Awards & Distinctions

21 Results

2025

Advancing detection through deep learning for industrial, environmental, and health applications

Homin ParkWesley De NeveArnout Van Messem

Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

Homin ParkGang Hyun KimJin Sung OhArnout Van MessemWesley De Neve

A1 Journal Article in IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

Multimodal machine learning for staging laparoscopy : a combined image analysis and morphologic tool for the discrimination of peritoneal metastasis

Francesca TozziHomin ParkSeyed Amir MousaviMatthias Van LiefferingeDongin MoonJaeyun J WangAmir Ashraf GanjoueiFernanda Romero-HernandezAdnan AlseidiMohamed Abdelgadir Adam et al.

A1 Journal Article in INTERNATIONAL JOURNAL OF SURGERY

2024

A reference-based approach for tumor size estimation in monocular laparoscopic videos

Seyed Amir MousaviFrancesca TozziHomin ParkEsla Timothy AnzakuMatthias Van LiefferingeNiki RashidianWouter WillaertWesley De Neve

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

Hyunjung LeeUtku ÖzbulakHomin ParkStephen DepuydtWesley De NeveJoris Vankerschaver

A1 Journal Article in BMC BIOINFORMATICS

Development of a video-based deep learning model for differentiation of malignant and benign lesions during staging laparoscopy : is the machine better than the expert?

Francesca TozziSeyed Amir MousaviMatthias Van LiefferingeDongin MoonHomin ParkSharareh FadaeiWim CeelenWouter WillaertWesley De NeveNiki Rashidian

Exploring multimodal approaches and fusion methods for CEO social attribute prediction in 2024 MuSe-perception

Ankit Kumar SinghGang Hyun KimJaeheon KimHomin ParkBong Jun ChoiWesley De Neve

Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP

Homin ParkIlho YunMi Jung KimKhoa Tuan NguyenArnout Van MessemWesley De Neve

2023

CRISPR-Cas-Docker : web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins

Homin ParkJong Bum WonYunseol ParkEsla Timothy AnzakuJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in BMC BIOINFORMATICS

Know your self-supervised learning : a survey on image-based generative and discriminative training

Utku ÖzbulakHyun Jung LeeBeril BogaEsla Timothy AnzakuHomin ParkArnout Van MessemWesley De NeveJoris Vankerschaver

A2 Journal Article in TRANSACTIONS ON MACHINE LEARNING RESEARCH

MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Homin ParkGang Hyun KimArnout Van MessemWesley De Neve

2022

In silico optimization of RNA-protein interactions for CRISPR-Cas13-based antimicrobials

Homin ParkYunseol ParkUrta BeraniEunkyu BangJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in BIOLOGY DIRECT

MP-Net : deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams

Homin ParkSanghyeon ParkMaria Krishna de GuzmanJi Yeon BaekTanja Cirkovic VelickovicArnout Van MessemWesley De Neve

A1 Journal Article in PLOS ONE

Rethinking protein drug design with highly accurate structure prediction of anti-CRISPR proteins

Homin ParkYunseol ParkJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in PHARMACEUTICALS

Towards multimodal prediction of time-continuous emotion using pose feature engineering and a transformer encoder

Homin ParkIlho YunAjit KumarAnkit Kumar SinghBong Jun ChoiDhananjay SinghWesley De Neve

2021

3-D deep learning-based item classification for belt conveyors targeting packaging and logistics

Homin ParkByungkon KangArnout Van MessemWesley De Neve

Developing a segmentation model for microscopic images of microplastics isolated from clams

Ji Yeon BaekMaria Krishna de GuzmanHomin ParkSanghyeon ParkBoyeon ShinTanja Cirkovic VelickovicArnout Van MessemWesley De Neve

Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis

Hanul KangHomin ParkYuju AhnArnout Van MessemWesley De Neve

2020

Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design

Homin ParkArnout Van MessemWesley De Neve

2019

Box-Scan : an efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera

Homin ParkArnout Van MessemWesley De Neve

Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks

Mi Jung KimHomin ParkJ.Y. KimSofie Van HoeckeWesley De Neve