Mirjam Jonkman - Publications, H-index & Citations

Mirjam Jonkman

charles darwin university

28H指数

102论文数

2.6K被引数

收录论文 28

发表时间

CADE: A lightweight change-adaptive dual-path encoder framework for predicting and generating future changes in satellite imagery using semi-supervised learning CADE：一种轻量级自适应双路径编码器框架，用于利用半监督学习预测和生成卫星影像中的未来变化

Neural Computing and Applications

IF4.5

2026-09-19

OAAI

Debopom Sutradhar; Md. Abdur Rahman; Kheng Cher Yeo; Sheikh Izzal Azid; Mirjam Jonkman; Sami Azam

A dual-stage framework for cardiovascular abnormalities diagnosis from ECG signals using CA-GNN and semi-supervised autoencoders 一种基于CA-GNN和半监督自编码器的双阶段心血管异常诊断ECG信号框架

Signal Image and Video Processing

IF2.1

2025-12-19

PREAI

Fahad, Nur Mohammad; Rahman, Md. Abdur; Jakarea, Md.; Jonkman, Mirjam; Azam, Sami

Diffusion-based knowledge distillation for effective multi-organ segmentation with reduced computational time 基于扩散的知识蒸馏，用于有效多器官分割并减少计算时间

Computers in Biology and Medicine

IF6.3

2025-11-06

OAAI

Mohaimenul Azam Khan Raiaan; Md. Abdur Rahman; Sami Azam; Kheng Cher Yeo; Yakub Sebastian; Mirjam Jonkman

Corrigendum to “Development of an automated optimal distance feature-based decision system for diagnosing knee osteoarthritis using segmented X-ray images” [Heliyon Volume 9, Issue 11, November 2023, Article e21703]勘误表：“Development of an automated optimal distance feature-based decision system for diagnosing knee osteoarthritis using segmented X-ray images” [Heliyon Volume 9, Issue 11, November 2023, Article e21703]

Heliyon

IF3.6

2025-09-30

OAAI

Kaniz Fatema; Md Awlad Hossen Rony; Sami Azam; Md Saddam Hossain Mukta; Asif Karim; Md Zahid Hasan; Mirjam Jonkman

FSS-ULivR: a clinically-inspired few-shot segmentation framework for liver imaging using unified representations and attention mechanisms FSS-ULivR：一种基于统一表示和注意力机制的、受临床启发的用于肝脏影像的少样本分割框架

Journal of Cancer Research and Clinical Oncology

IF2.8

2025-07-17

OAAI

Ripon Kumar Debnath; Md. Abdur Rahman; Sami Azam; Yan Zhang; Mirjam Jonkman

Atrous spatial pyramid pooling with swin transformer model for classification of gastrointestinal tract diseases from videos with enhanced explainability 膨胀空间金字塔池化与Swin Transformer模型结合的视频胃肠道疾病分类及增强可解释性

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-06-01

OAAI

Abian, Arefin Ittesafun; Raiaan, Mohaimenul Azam Khan; Jonkman, Mirjam; Islam, Sheikh Mohammed Shariful; Azam, Sami

Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-03-01

OAAI

Sutradhar, Debopom; Fahad, Nur Mohammad; Raiaan, Mohaimenul Azam Khan; Jonkman, Mirjam; Azam, Sami

Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review 人工智能驱动的中耳炎诊断进展: 系统综述

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Rony, Md. Awlad Hossen; Fatema, Kaniz; Raiaan, Mohaimenul Azam Khan; Hassan, Md. Mehedi; Azam, Sami; Karim, Asif; Jonkman, Mirjam; Beissbarth, Jemima; De Boer, Friso; Islam, Sheikh Mohammed Shariful; Leach, Amanda

Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis 测量右下叶支气管动脉比和壁厚以确定支气管扩张的影像学可逆性的方法

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Reddy Beeravolu, Abhijith; Brent Masters, Ian; Jonkman, Mirjam; Cher Yeo, Kheng; Prountzos, Spyridon; Thomas, Rahul J.; Ignatious, Eva; Azam, Sami; Mccallum, Gabrielle B.; Alexopoulou, Efthymia; Chang, Anne B.; De Boer, Friso

Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Beeravolu, Abhijith Reddy; Azam, Sami; Jonkman, Mirjam; Masters, I. Brent; Thomas, Rahul J.; Chang, Anne B.; McCallum, Gabrielle B.; de Boer, Friso

Development of an automated optimal distance feature-based decision system for diagnosing knee osteoarthritis using segmented X-ray images

HELIYON

IF3.6

2023-11-01

OAAI

Fatema, Kaniz; Rony, Md Awlad Hossen; Azam, Sami; Mukta, Md Saddam Hossain; Karim, Asif; Hasan, Md Zahid; Jonkman, Mirjam

Automated breast tumor ultrasound image segmentation with hybrid UNet and classification using fine-tuned CNN model

HELIYON

IF3.6

2023-11-01

OAAI

Hossain, Shahed; Azam, Sami; Montaha, Sidratul; Karim, Asif; Chowa, Sadia Sultana; Mondol, Chaity; Hasan, Md Zahid; Jonkman, Mirjam

An Investigation of the Effectiveness of Deepfake Models and Tools

JOURNAL OF SENSOR AND ACTUATOR NETWORKS

IF4.2

2023-08-04

OAAI

Mukta, Md. Saddam Hossain; Ahmad, Jubaer; Raiaan, Mohaimenul Azam Khan; Islam, Salekul; Azam, Sami; Ali, Mohammed Eunus; Jonkman, Mirjam

Frequency and Time Domain Analysis of EEG Based Auditory Evoked Potentials to Detect Binaural Hearing in Noise

JOURNAL OF CLINICAL MEDICINE

IF2.9

2023-07-04

OAAI

Ignatious, Eva; Azam, Sami; Jonkman, Mirjam; De Boer, Friso

An Automated Broncho-Arterial (BA) Pair Segmentation Process and Assessment of BA Ratios in Children with Bronchiectasis Using Lung HRCT Scans: A Pilot Study

BIOMEDICINES

IF3.9

2023-06-30

OAAI

Azam, Sami; Montaha, Sidratul; Rafid, A. K. M. Rakibul Haque; Karim, Asif; Jonkman, Mirjam; De Boer, Friso; McCallum, Gabrielle; Masters, Ian Brent; Chang, Anne

Designing a Private and Secure Personal Health Records Access Management System: A Solution Based on IOTA Distributed Ledger Technology

SENSORS

IF3.5

2023-05-29

OAAI

Akbulut, Serkan; Semantha, Farida Habib; Azam, Sami; Pilares, Iris Cathrina Abacan; Jonkman, Mirjam; Yeo, Kheng Cher; Shanmugam, Bharanidharan

A Computer-Aided Diagnostic System to Identify Diabetic Retinopathy, Utilizing a Modified Compact Convolutional Transformer and Low-Resolution Images to Reduce Computation Time 一种用于识别糖尿病视网膜病变的计算机辅助诊断系统，利用改进的紧凑型卷积变换器和低分辨率图像来减少计算时间

BIOMEDICINES

IF3.9

2023-05-28

OAAI

Khan, Inam Ullah; Raiaan, Mohaimenul Azam Khan; Fatema, Kaniz; Azam, Sami; Rashid, Rafi ur; Mukta, Saddam Hossain; Jonkman, Mirjam; De Boer, Friso

Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases

BIOMEDICINES

IF3.9

2023-01-05

OAAI

Azam, Sami; Rafid, A. K. M. Rakibul Haque; Montaha, Sidratul; Karim, Asif; Jonkman, Mirjam; De Boer, Friso

A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Raiaan, Mohaimenul Azam Khan; Fatema, Kaniz; Khan, Inam Ullah; Azam, Sami; Rashid, Md. Rafi Ur; Mukta, Md. Saddam Hossain; Jonkman, Mirjam; De Boer, Friso

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Hasib, Khan Md; Azam, Sami; Karim, Asif; Marouf, Ahmed Al; Shamrat, F. M. Javed Mehedi; Montaha, Sidratul; Yeo, Kheng Cher; Jonkman, Mirjam; Alhajj, Reda; Rokne, Jon G.

研究方向