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2020 – today
- 2023
[i8]Hong Hui Yeoh, Andrea Liew, Raphael C.-W. Phan, Fredrik Strand, Kartini Rahmat, Tuong Linh Nguyen, John L. Hopper, Maxine Tan:
RADIFUSION: A multi-radiomics deep learning based breast cancer risk prediction model using sequential mammographic images with image attention and bilateral asymmetry refinement. CoRR abs/2304.00257 (2023)- 2022
- [j11]Mundher Al-Shabi, Kelvin Shak, Maxine Tan:
ProCAN: Progressive growing channel attentive non-local network for lung nodule classification. Pattern Recognit. 122: 108309 (2022) - 2021
- [j10]Mundher Al-Shabi
, Kelvin Shak, Maxine Tan:
3D axial-attention for lung nodule classification. Int. J. Comput. Assist. Radiol. Surg. 16(8): 1319-1324 (2021) - [j9]Andrea Liew, Chun Cheng Lee, Boon Leong Lan, Maxine Tan:
CASPIANET++: A multidimensional Channel-Spatial Asymmetric attention network with Noisy Student Curriculum Learning paradigm for brain tumor segmentation. Comput. Biol. Medicine 136: 104690 (2021) - [j8]Maxine Tan, Mundher Al-Shabi, Wai-Yee Chan, Leya Thomas, Kartini Rahmat, Kwan-Hoong Ng:
Comparison of two-dimensional synthesized mammograms versus original digital mammograms: a quantitative assessment. Medical Biol. Eng. Comput. 59(2): 355-367 (2021) - [i7]Andrea Liew, Chun Cheng Lee, Boon Leong Lan, Maxine Tan:
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation. CoRR abs/2107.04099 (2021) - 2020
- [i6]Mundher Al-Shabi, Kelvin Shak, Maxine Tan:
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification. CoRR abs/2010.15417 (2020) - [i5]Kelvin Shak, Mundher Al-Shabi, Andrea Liew, Boon Leong Lan, Wai-Yee Chan, Kwan-Hoong Ng, Maxine Tan:
A new semi-supervised self-training method for lung cancer prediction. CoRR abs/2012.09472 (2020) - [i4]Mundher Al-Shabi, Kelvin Shak, Maxine Tan:
3D Axial-Attention for Lung Nodule Classification. CoRR abs/2012.14117 (2020)
2010 – 2019
- 2019
- [j7]Mundher Al-Shabi, Hwee Kuan Lee, Maxine Tan:
Gated-Dilated Networks for Lung Nodule Classification in CT Scans. IEEE Access 7: 178827-178838 (2019) - [j6]Mundher Al-Shabi, Boon Leong Lan, Wai-Yee Chan, Kwan-Hoong Ng, Maxine Tan:
Lung nodule classification using deep Local-Global networks. Int. J. Comput. Assist. Radiol. Surg. 14(10): 1815-1819 (2019) - [i3]Mundher Al-Shabi, Hwee Kuan Lee, Maxine Tan:
Gated-Dilated Networks for Lung Nodule Classification in CT scans. CoRR abs/1901.00120 (2019) - [i2]Mundher Al-Shabi, Boon Leong Lan, Wai-Yee Chan, Kwan-Hoong Ng, Maxine Tan:
Lung Nodule Classification using Deep Local-Global Networks. CoRR abs/1904.10126 (2019) - [i1]Malay Singh, Emarene Mationg Kalaw, Jie Wang, Mundher Al-Shabi, Chin Fong Wong, Danilo Medina Giron, Kian-Tai Chong, Maxine Tan, Zeng Zeng, Hwee Kuan Lee:
Cribriform pattern detection in prostate histopathological images using deep learning models. CoRR abs/1910.04030 (2019) - 2016
- [j5]Nastaran Emaminejad, Wei Qian, Yubao Guan, Maxine Tan, Yuchen Qiu, Hong Liu, Bin Zheng:
Fusion of Quantitative Image and Genomic Biomarkers to Improve Prognosis Assessment of Early Stage Lung Cancer Patients. IEEE Trans. Biomed. Eng. 63(5): 1034-1043 (2016) - [j4]Maxine Tan, Zheng Li, Yuchen Qiu, Scott D. McMeekin, Theresa C. Thai, Kai Ding, Kathleen N. Moore, Hong Liu, Bin Zheng:
A New Approach to Evaluate Drug Treatment Response of Ovarian Cancer Patients Based on Deformable Image Registration. IEEE Trans. Medical Imaging 35(1): 316-325 (2016) - [c17]Maxine Tan, Faranak Aghaei, Alan B. Hollingsworth, Rebecca G. Stough, Hong Liu, Bin Zheng:
Increasing cancer detection yield of breast MRI using a new CAD scheme of mammograms. Medical Imaging: Computer-Aided Diagnosis 2016: 97850R - [c16]Maxine Tan, Faranak Aghaei, Yunzhi Wang, Wei Qian, Bin Zheng:
Improving the performance of lesion-based computer-aided detection schemes of breast masses using a case-based adaptive cueing method. Medical Imaging: Computer-Aided Diagnosis 2016: 97851V - [c15]Maxine Tan, Zheng Li, Kathleen N. Moore, Theresa C. Thai, Kai Ding, Hong Liu, Bin Zheng:
A B-spline image registration based CAD scheme to evaluate drug treatment response of ovarian cancer patients. Medical Imaging: Computer-Aided Diagnosis 2016: 97853D - [c14]Yuchen Qiu, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
Computer-aided classification of mammographic masses using the deep learning technology: a preliminary study. Medical Imaging: Computer-Aided Diagnosis 2016: 978520 - [c13]Yuchen Qiu, Yunzhi Wang, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
An initial investigation on developing a new method to predict short-term breast cancer risk based on deep learning technology. Medical Imaging: Computer-Aided Diagnosis 2016: 978521 - [c12]Faranak Aghaei, Maxine Tan, Alan B. Hollingsworth, Bin Zheng, Samuel Cheng:
Computer-aided global breast MR image feature analysis for prediction of tumor response to chemotherapy: performance assessment. Medical Imaging: Computer-Aided Diagnosis 2016: 978522 - 2015
- [c11]Sreeram Dhurjaty, Yuchen Qiu, Maxine Tan, Hong Liu, Bin Zheng:
A new application of electrical impedance spectroscopy for measuring glucose metabolism: a phantom study. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94172K - [c10]Yuchen Qiu, Maxine Tan, Scott D. McMeekin, Theresa C. Thai, Kathleen N. Moore, Kai Ding, Hong Liu, Bin Zheng:
Evaluation of chemotherapy response in ovarian cancer treatment using quantitative CT image biomarkers: a preliminary study. Medical Imaging: Computer-Aided Diagnosis 2015: 94143G - [c9]Maxine Tan, Joseph K. Leader, Hong Liu, Bin Zheng:
Association of mammographic image feature change and an increasing risk trend of developing breast cancer: an assessment. Medical Imaging: Computer-Aided Diagnosis 2015: 941416 - [c8]Rohith Reddy Gundreddy, Maxine Tan, Yuchen Qiu, Bin Zheng:
A new Fourier transform based CBIR scheme for mammographic mass classification: a preliminary invariance assessment. Medical Imaging: Computer-Aided Diagnosis 2015: 941420 - [c7]Bin Zheng, Wei Qian, Lihua Li, Jiantao Pu, Yan Kang, Fleming Lure, Maxine Tan, Yuchen Qiu:
A new CAD approach for improving efficacy of cancer screening. Medical Imaging: Computer-Aided Diagnosis 2015: 941424 - [c6]Faranak Aghaei, Maxine Tan, Bin Zheng:
Automated detection of breast tumor in MRI and comparison of kinetic features for assessing tumor response to chemotherapy. Medical Imaging: Computer-Aided Diagnosis 2015: 941429 - [c5]Yuchen Qiu, Xianglan Lu, Maxine Tan, Shibo Li, Hong Liu, Bin Zheng:
An automated approach to improve efficacy in detecting residual malignant cancer cell for facilitating prognostic assessment of leukemia: an initial study. Medical Imaging: Digital Pathology 2015: 94200X - 2014
- [j3]Maxine Tan, Jiantao Pu, Bin Zheng:
Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model. Int. J. Comput. Assist. Radiol. Surg. 9(6): 1005-1020 (2014) - [c4]Maxine Tan, Jiantao Pu, Bin Zheng:
A new mass classification system derived from multiple features and a trained MLP model. Medical Imaging: Computer-Aided Diagnosis 2014: 90351P - 2013
- [j2]Maxine Tan, Rudi Deklerck, Jan Cornelis, Bart Jansen:
Phased searching with NEAT in a Time-Scaled Framework: Experiments on a computer-aided detection system for lung nodules. Artif. Intell. Medicine 59(3): 157-167 (2013) - 2012
- [c3]Maxine Tan, Rudi Deklerck, Bart Jansen, Jan Cornelis:
Analysis of a feature-deselective neuroevolution classifier (FD-NEAT) in a computer-aided lung nodule detection system for CT images. GECCO (Companion) 2012: 539-546 - 2011
- [c2]Bart Jansen, Maxine Tan, Ivan Bautmans, Bart Van Keymolen, Tony Mets, Rudi Deklerck:
Accelerometer based Gait Analysis - Multi Variate Assessment of Fall Risk with FD-NEAT. BIOSIGNALS 2011: 138-143 - [c1]Maxine Tan, Rudi Deklerck, An Tassenoy, Jan Cornelis, Johan de Mey, Nico Buls:
Histogram analysis of CT scans for patients with post-mastectomy lymphedema. ICIP 2011: 1585-1588
2000 – 2009
- 2009
- [j1]Maxine Tan, Michael Hartley, Michel Bister, Rudi Deklerck:
Automated feature selection in neuroevolution. Evol. Intell. 1(4): 271-292 (2009)
Coauthor Index
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