Research Explorer

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Researcher

Esla Timothy Anzaku

Awards & Distinctions

9 Results

2025

Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images : a comprehensive in- and out-of-distribution evaluation of YOLOv7 variants

Mohammed Aliy MohammedEsla Timothy AnzakuPeter WardBruno LeveckeJanarthanan KrishnamoorthyWesley De NeveSofie Van Hoecke

A1 Journal Article in PLOS NEGLECTED TROPICAL DISEASES

Re-assessing accuracy degradation : a framework for understanding DNN behavior on similar-but-non-identical test datasets

Esla Timothy AnzakuHaohan WangAjiboye BabalolaArnout Van MessemWesley De Neve

A1 Journal Article in MACHINE LEARNING

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

Leveraging human-machine interactions for computer vision dataset quality enhancement

Esla Timothy AnzakuHyesoo HongJin-Woo ParkWonjun YangKangmin KimJongBum WonDeshika Vinoshani Kumari HerathArnout 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

Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection

Esla Timothy AnzakuMohammed Aliy MohammedUtku ÖzbulakJongbum WonHyesoo HongJanarthanan KrishnamoorthySofie Van HoeckeStefan MagezArnout Van MessemWesley De Neve

A1 Journal Article in SCIENTIFIC DATA

2021

Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning

Taewoo JungEsla Timothy AnzakuUtku ÖzbulakStefan MagezArnout Van MessemWesley De Neve

Selection of source images heavily influences the effectiveness of adversarial attacks

Utku ÖzbulakEsla Timothy AnzakuWesley De NeveArnout Van Messem