AR&D: A Framework for Retrieving and Describing Concepts for Interpreting AudioLLMs.

Zhibin Liao https://orcid.org/0000-0001-9965-4511

Townim Faisal Chowdhury Ta Duc Huy Siqi Pan Jeremy Stoddard Zhibin Liao AR&D: A Framework for Retrieving and Describing Concepts for Interpreting AudioLLMs. 2026 February abs/2602.22253 CoRR https://doi.org/10.48550/arXiv.2602.22253 db/journals/corr/corr2602.html#abs-2602-22253 streams/journals/corr

Guohui Cai Ying Cai 0002 Zeyu Zhang 0006 Yuanzhouhan Cao Lin Wu Daji Ergu Zhibin Liao Yang Zhao 0019 Medical artificial intelligence for early detection of lung cancer: A survey. 111577 2025 159 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111577 db/journals/eaai/eaai159.html#CaiCZCWELZ25 streams/journals/eaai

Xuyin Qi Zeyu Zhang 0006 Aaron Berliano Handoko Huazhan Zheng Mingxi Chen Ta Duc Huy Vu Minh Hieu Phan Lei Zhang Linqi Cheng Shiyu Jiang Zhiwei Zhang Zhibin Liao Yang Zhao 0019 Minh-Son To ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer. 623-629 2025 CBMS https://doi.org/10.1109/CBMS65348.2025.00130 conf/cbms/2025 db/conf/cbms/cbms2025.html#Qi0HZCHPZCJZLZT25 Ta Duc Huy Sen Kim Tran Phan Nguyen Nguyen Hoang Tran Tran Bao Sam Anton van den Hengel Zhibin Liao Johan W. Verjans Minh-Son To Vu Minh Hieu Phan Interactive Medical Image Analysis with Concept-based Similarity Reasoning. 30797-30806 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Huy_Interactive_Medical_Image_Analysis_with_Concept-based_Similarity_Reasoning_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02868 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#HuyTNTSHLVTP25 Nanyu Dong Townim F. Chowdhury Hieu Phan Mark Jenkinson Johan Verjans Zhibin Liao From Healthy Scans to Annotated Tumors: A Tumor Fabrication Framework for 3D Brain Mri Synthesis. 1-8 2025 DICTA https://doi.org/10.1109/DICTA68720.2025.11302477 conf/dicta/2025 db/conf/dicta/dicta2025.html#DongCPJVL25 Townim Faisal Chowdhury Vu Minh Hieu Phan Kewen Liao Nanyu Dong Minh-Son To Anton van den Hengel Johan W. Verjans Zhibin Liao Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models. 2025 ICCV 2239-2249 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00216 db/conf/iccv/iccv2025.html#ChowdhuryPLDTHVL25 streams/conf/iccv Ta Duc Huy Duy Anh Huynh Yutong Xie 0001 Yuankai Qi Qi Chen 0014 Phi Le Nguyen Sen Kim Tran Son Lam Phung Anton van den Hengel Zhibin Liao Minh-Son To Johan W. Verjans Vu Minh Hieu Phan Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. 2025 ICCV 24445-24455 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.02266 db/conf/iccv/iccv2025.html#HuyHXQCNTPHLTVP25 streams/conf/iccv Guohui Cai Ruicheng Zhang Hongyang He Zeyu Zhang 0006 Daji Ergu Yuanzhouhan Cao Jinman Zhao Binbin Hu Zhibin Liao Yang Zhao 0019 Ying Cai 0002 MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11209142 conf/icmcs/2025 db/conf/icmcs/icme2025.html#CaiZHZECZHLZC25 streams/conf/icmcs Dung Nguyen Minh Khoi Ho Huy D. Ta Thanh Tam Nguyen Qi Chen 0014 Kumar Rav Quy Duong Dang Satwik Ramchandre Son Lam Phung Zhibin Liao Minh-Son To Johan Verjans Phi Le Nguyen Vu Minh Hieu Phan Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering. 7670-7678 2025 IJCAI https://doi.org/10.24963/ijcai.2025/853 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#NguyenHTN0RDRPL25 Xuyin Qi C. Zeyu Zhang Huazhan Zheng Mingxi Chen Numan Kutaiba Ruth Lim Cherie Chiang Zi En Tham Xuan Ren Wenxin Zhang 0005 Lei Zhang Hao Zhang Wenbing Lv Guangzhen Yao Renda Han Kangsheng Wang Mingyuan Li Hongtao Mao Yu Li 0047 Zhibin Liao Yang Zhao 0019 Minh-Son To MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction. 1-8 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11227632 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#QiZZCKLCTRZZZLYHWLMLLZT25 streams/conf/ijcnn Ta Duc Huy Abin Shoby Sen Kim Tran Yutong Xie 0001 Qi Chen 0014 Phi Le Nguyen Akshay Gole Lingqiao Liu Antonios Perperidis Mark Friswell Rebecca Linke Andrea Glynn Minh-Son To Anton van den Hengel Johan Verjans Zhibin Liao Minh Hieu Phan PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts. 487-497 2025 MICCAI (5) https://doi.org/10.1007/978-3-032-04971-1_46 conf/miccai/2025-5 db/conf/miccai/miccai2025-5.html#HuySTXCNGLPFLGTHVLP25 streams/conf/miccai Yunxiang Liu 0003 Johan Verjans Vu Minh Hieu Phan Zhibin Liao CA-Seg: An Attribute-Based Medical Image Segmentation Framework for Unified Out-of-Distribution Medical Image Segmentation. 17-31 2025 MIUA (3) https://doi.org/10.1007/978-3-031-98694-9_2 conf/miua/2025-3 db/conf/miua/miua2025-3.html#LiuVPL25 streams/conf/miua

Xuyin Qi Zeyu Zhang 0006 Huazhan Zheng Mingxi Chen Numan Kutaiba Ruth Lim Cherie Chiang Zi En Tham Xuan Ren Wenxin Zhang 0005 Lei Zhang Hao Zhang Wenbing Lv Guangzhen Yao Renda Han Kangsheng Wang Mingyuan Li Hongtao Mao Yu Li 0047 Zhibin Liao Yang Zhao 0019 Minh-Son To MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction. 2025 February abs/2502.00631 CoRR https://doi.org/10.48550/arXiv.2502.00631 db/journals/corr/corr2502.html#abs-2502-00631 streams/journals/corr

Ta Duc Huy Sen Kim Tran Phan Nguyen Nguyen Hoang Tran Tran Bao Sam Anton van den Hengel Zhibin Liao Johan W. Verjans Minh-Son To Vu Minh Hieu Phan Interactive Medical Image Analysis with Concept-based Similarity Reasoning. 2025 March abs/2503.06873 CoRR https://doi.org/10.48550/arXiv.2503.06873 db/journals/corr/corr2503.html#abs-2503-06873 streams/journals/corr

Dung Nguyen Minh Khoi Ho Huy D. Ta Thanh Tam Nguyen Qi Chen 0014 Kumar Rav Quy Duong Dang Satwik Ramchandre Son Lam Phung Zhibin Liao Minh-Son To Johan Verjans Phi Le Nguyen Vu Minh Hieu Phan Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs. 2025 May abs/2505.00744 CoRR https://doi.org/10.48550/arXiv.2505.00744 db/journals/corr/corr2505.html#abs-2505-00744 streams/journals/corr

Ta Duc Huy Duy Anh Huynh Yutong Xie 0001 Yuankai Qi Qi Chen 0014 Phi Le Nguyen Sen Kim Tran Son Lam Phung Anton van den Hengel Zhibin Liao Minh-Son To Johan W. Verjans Vu Minh Hieu Phan Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. 2025 May abs/2505.15123 CoRR https://doi.org/10.48550/arXiv.2505.15123 db/journals/corr/corr2505.html#abs-2505-15123 streams/journals/corr

Townim Faisal Chowdhury Vu Minh Hieu Phan Kewen Liao Nanyu Dong Minh-Son To Anton van den Hengel Johan Verjans Zhibin Liao Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models. 2025 September abs/2509.16822 CoRR https://doi.org/10.48550/arXiv.2509.16822 db/journals/corr/corr2509.html#abs-2509-16822 streams/journals/corr

Nayu Dong Townim F. Chowdhury Hieu Phan Mark Jenkinson Johan Verjans Zhibin Liao From Healthy Scans to Annotated Tumors: A Tumor Fabrication Framework for 3D Brain MRI Synthesis. 2025 November abs/2511.18654 CoRR https://doi.org/10.48550/arXiv.2511.18654 db/journals/corr/corr2511.html#abs-2511-18654 streams/journals/corr

Townim Faisal Chowdhury Kewen Liao Vu Minh Hieu Phan Minh-Son To Yutong Xie 0001 Kevin Hung David Ross Anton van den Hengel Johan W. Verjans Zhibin Liao CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation. 11072-11081 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01053 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ChowdhuryLPTXHR24 Vu Minh Hieu Phan Yutong Xie 0001 Yuankai Qi Lingqiao Liu Liyang Liu Bowen Zhang 0009 Zhibin Liao Qi Wu 0001 Minh-Son To Johan W. Verjans Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-Training Framework. 11492-11501 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01092 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#PhanXQLL0L0TV24 Yang Zhao 0019 Pengcheng Zhang 0003 Xiaohan Yu 0001 Zhibin Liao Johan Verjans Xiao Bai 0001 Wei Xiang Occluded Person Retrieval with Hierarchical Feature Optimization. 1-8 2024 FG https://doi.org/10.1109/FG59268.2024.10581952 conf/fgr/2024 db/conf/fgr/fg2024.html#ZhaoZ0LV0X24 Zeyu Zhang 0006 Xuyin Qi Bowen Zhang 0009 Biao Wu 0006 Hien Le Bora Jeong Zhibin Liao Yunxiang Liu 0003 Johan Verjans Minh-Son To Richard I. Hartley SegReg: Segmenting OARs by Registering MR Images and CT Annotations. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635437 conf/isbi/2024 db/conf/isbi/isbi2024.html#ZhangQZWLJLLVTH24 streams/conf/isbi Yang Zhao 0019 Zhibin Liao Yunxiang Liu 0003 Koen Oude Nijhuis Britt Barvelink Jasper Prijs Joost Colaris Mathieu Wijffels Max Reijman Zeyu Zhang 0006 Minh-Son To Ruurd L. Jaarsma Job Doornberg Johan Verjans A Landmark-Based Approach for Instability Prediction in Distal Radius Fractures. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635424 conf/isbi/2024 db/conf/isbi/isbi2024.html#ZhaoLLNBPCWRZTJDV24 streams/conf/isbi Townim F. Chowdhury Vu Minh Hieu Phan Kewen Liao Minh-Son To Yutong Xie 0001 Anton van den Hengel Johan W. Verjans Zhibin Liao AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. 35-45 2024 MICCAI (10) https://doi.org/10.1007/978-3-031-72117-5_4 conf/miccai/2024-10 db/conf/miccai/miccai2024-10.html#ChowdhuryPLTXHVL24 streams/conf/miccai Vu Minh Hieu Phan Yutong Xie 0001 Bowen Zhang 0009 Yuankai Qi Zhibin Liao Antonios Perperidis Son Lam Phung Johan W. Verjans Minh-Son To Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis. 690-700 2024 MICCAI (7) https://doi.org/10.1007/978-3-031-72104-5_66 conf/miccai/2024-7 db/conf/miccai/miccai2024-7.html#PhanXZQLPPVT24 streams/conf/miccai Zeyu Zhang 0006 Xuyin Qi Mingxi Chen Guangxi Li Ryan Pham Ayub Qassim Ella Berry Zhibin Liao Owen Siggs Robert A. McLaughlin Jamie Craig Minh-Son To JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA. 158-172 2024 MIUA (1) https://doi.org/10.1007/978-3-031-66955-2_11 conf/miua/2024-1 db/conf/miua/miua2024-1.html#ZhangQCLPQBLSMCT24 streams/conf/miua Yunchao Zhang Kewen Liao Zhibin Liao Longkun Guo Enhancing Policy Gradient for Traveling Salesman Problem with Data Augmented Behavior Cloning. 327-338 2024 PAKDD (2) https://doi.org/10.1007/978-981-97-2253-2_26 conf/pakdd/2024-2 db/conf/pakdd/pakdd2024-2.html#ZhangLLG24

Vu Minh Hieu Phan Yutong Xie 0001 Yuankai Qi Lingqiao Liu Liyang Liu Bowen Zhang 0009 Zhibin Liao Qi Wu 0001 Minh-Son To Johan W. Verjans Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework. 2024 abs/2403.07636 CoRR https://doi.org/10.48550/arXiv.2403.07636 db/journals/corr/corr2403.html#abs-2403-07636

Zeyu Zhang 0006 Xuyin Qi Mingxi Chen Guangxi Li Ryan Pham Ayub Qassim Ella Berry Zhibin Liao Owen Siggs Robert A. McLaughlin Jamie Craig Minh-Son To JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA. 2024 abs/2404.11525 CoRR https://doi.org/10.48550/arXiv.2404.11525 db/journals/corr/corr2404.html#abs-2404-11525

Vu Minh Hieu Phan Yutong Xie 0001 Bowen Zhang 0009 Yuankai Qi Zhibin Liao Antonios Perperidis Son Lam Phung Johan W. Verjans Minh-Son To Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis. 2024 abs/2406.18967 CoRR https://doi.org/10.48550/arXiv.2406.18967 db/journals/corr/corr2406.html#abs-2406-18967 streams/journals/corr

Townim F. Chowdhury Vu Minh Hieu Phan Kewen Liao Minh-Son To Yutong Xie 0001 Anton van den Hengel Johan W. Verjans Zhibin Liao AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. 2024 abs/2408.02001 CoRR https://doi.org/10.48550/arXiv.2408.02001 db/journals/corr/corr2408.html#abs-2408-02001 streams/journals/corr

Guohui Cai Ying Cai 0002 Zeyu Zhang 0006 Daji Ergu Yuanzhouhan Cao Binbin Hu Zhibin Liao Yang Zhao 0019 MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule. 2024 abs/2409.14028 CoRR https://doi.org/10.48550/arXiv.2409.14028 db/journals/corr/corr2409.html#abs-2409-14028 streams/journals/corr

Qi Chen 0014 Ruoshan Zhao Sinuo Wang Vu Minh Hieu Phan Anton van den Hengel Johan Verjans Zhibin Liao Minh-Son To Yong Xia 0001 Jian Chen 0011 Yutong Xie 0001 Qi Wu 0001 A Survey of Medical Vision-and-Language Applications and Their Techniques. 2024 abs/2411.12195 CoRR https://doi.org/10.48550/arXiv.2411.12195 db/journals/corr/corr2411.html#abs-2411-12195 streams/journals/corr

Minh-Hieu Phan Zhibin Liao Johan W. Verjans Minh-Son To Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation. 56-65 2023 MICCAI (10) https://doi.org/10.1007/978-3-031-43999-5_6 conf/miccai/2023-10 db/conf/miccai/miccai2023-10.html#PhanLVT23 Qingbiao Guan Yutong Xie 0001 Bing Yang Jianpeng Zhang Zhibin Liao Qi Wu 0001 Yong Xia 0001 Unpaired Cross-Modal Interaction Learning for COVID-19 Segmentation on Limited CT Images. 603-613 2023 MICCAI (3) https://doi.org/10.1007/978-3-031-43898-1_58 conf/miccai/2023-3 db/conf/miccai/miccai2023-3.html#GuanXYZLWX23

Minh-Hieu Phan Zhibin Liao Johan W. Verjans Minh-Son To Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation. 2023 abs/2307.16143 CoRR https://doi.org/10.48550/arXiv.2307.16143 db/journals/corr/corr2307.html#abs-2307-16143

Yutong Xie 0001 Jianpeng Zhang Zhibin Liao Johan Verjans Chunhua Shen Yong Xia 0001 Intra- and Inter-Pair Consistency for Semi-Supervised Gland Segmentation. 894-905 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3136716 db/journals/tip/tip31.html#XieZLVSX22

Zhibin Liao Kewen Liao Haifeng Shen Marouska F. van Boxel Jasper Prijs Ruurd L. Jaarsma Job N. Doornberg Anton van den Hengel Johan W. Verjans CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. 3139-3150 2022 26 IEEE J. Biomed. Health Informatics 7 https://doi.org/10.1109/JBHI.2022.3152267 db/journals/titb/titb26.html#LiaoLSBPJDHV22

Zhibin Liao Kewen Liao Haifeng Shen Marouska F. van Boxel Jasper Prijs Ruurd L. Jaarsma Job N. Doornberg Anton van den Hengel Johan W. Verjans CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. 2022 abs/2203.10690 CoRR https://doi.org/10.48550/arXiv.2203.10690 db/journals/corr/corr2203.html#abs-2203-10690

Jianpeng Zhang Yutong Xie 0001 Guansong Pang Zhibin Liao Johan Verjans Wenxing Li Zongji Sun Jian He Yi Li Chunhua Shen Yong Xia 0001 Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection. 879-890 2021 40 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2020.3040950 https://www.wikidata.org/entity/Q103016205 db/journals/tmi/tmi40.html#ZhangXPLVLSHLSX21

Haifeng Shen Kewen Liao Zhibin Liao Job N. Doornberg Maoying Qiao Anton van den Hengel Johan W. Verjans Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps. 290:1-290:8 2021 CHI Extended Abstracts https://doi.org/10.1145/3411763.3451798 conf/chi/2021a db/conf/chi/chi2021a.html#ShenLLDQHV21

Zhibin Liao Tom Drummond Ian Reid 0001 Gustavo Carneiro 0001 Approximate Fisher Information Matrix to Characterize the Training of Deep Neural Networks. 15-26 2020 42 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2018.2876413 https://www.wikidata.org/entity/Q58555023 db/journals/pami/pami42.html#LiaoDRC20

Zhibin Liao Hany Girgis Amir H. Abdi Hooman Vaseli Jorden Hetherington Robert Rohling Ken Gin Teresa Tsang Purang Abolmaesumi On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. 1868-1883 2020 39 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2019.2959209 https://www.wikidata.org/entity/Q92005636 db/journals/tmi/tmi39.html#LiaoGAVHRGTA20

Zhibin Liao Qi Wu 0001 Chunhua Shen Anton van den Hengel Johan Verjans AIML at VQA-Med 2020: Knowledge Inference via a Skeleton-based Sentence Mapping Approach for Medical Domain Visual Question Answering. 2020 CLEF (Working Notes) https://ceur-ws.org/Vol-2696/paper_78.pdf conf/clef/2020w db/conf/clef/clef2020w.html#LiaoWSHV20 Zhibin Liao Lingqiao Liu Qi Wu 0001 Damien Teney Chunhua Shen Anton van den Hengel Johan Verjans Medical Data Inquiry Using a Question Answering Model. 1490-1493 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098531 conf/isbi/2020 db/conf/isbi/isbi2020.html#LiaoL0TSHV20 Jianpeng Zhang Yutong Xie 0001 Zhibin Liao Johan Verjans Yong Xia 0001 EfficientSeg: A Simple But Efficient Solution to Myocardial Pathology Segmentation Challenge. 17-25 2020 MyoPS@MICCAI https://doi.org/10.1007/978-3-030-65651-5_2 conf/miccai/2020myops db/conf/miccai/myops2020.html#ZhangXLVX20 Yutong Xie 0001 Jianpeng Zhang Zhibin Liao Johan Verjans Chunhua Shen Yong Xia 0001 Pairwise Relation Learning for Semi-supervised Gland Segmentation. 417-427 2020 MICCAI (5) https://doi.org/10.1007/978-3-030-59722-1_40 conf/miccai/2020-5 db/conf/miccai/miccai2020-5.html#XieZLVSX20

Yutong Xie 0001 Jianpeng Zhang Zhibin Liao Chunhua Shen Johan Verjans Yong Xia 0001 Pairwise Relation Learning for Semi-supervised Gland Segmentation. 2020 abs/2008.02699 CoRR https://arxiv.org/abs/2008.02699 db/journals/corr/corr2008.html#abs-2008-02699

Mohammad H. Jafari 0001 Hany Girgis Nathan Van Woudenberg Zhibin Liao Robert Rohling Ken Gin Purang Abolmaesumi Terasa Tsang Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training. 1027-1037 2019 14 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-019-01954-w https://www.wikidata.org/entity/Q92807997 db/journals/cars/cars14.html#JafariGWLRGAT19

Fatemeh Taheri Dezaki Zhibin Liao Christina Luong 0001 Hany Girgis Neeraj Dhungel Amir H. Abdi Delaram Behnami Ken Gin Robert Rohling Purang Abolmaesumi Teresa Tsang Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. 1821-1832 2019 38 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2018.2888807 https://www.wikidata.org/entity/Q90736057 db/journals/tmi/tmi38.html#DezakiLLGDABGRA19

Mohammad H. Jafari 0001 Hany Girgis Amir H. Abdi Zhibin Liao Mehran Pesteie Robert Rohling Ken Gin Terasa Tsang Purang Abolmaesumi Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. 649-652 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759292 conf/isbi/2019 db/conf/isbi/isbi2019.html#JafariGALPRGTA19 Mohammad H. Jafari 0001 Zhibin Liao Hany Girgis Mehran Pesteie Robert Rohling Ken Gin Terasa Tsang Purang Abolmaesumi Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. 655-663 2019 MICCAI (5) https://doi.org/10.1007/978-3-030-32254-0_73 conf/miccai/2019-5 db/conf/miccai/miccai2019-5.html#JafariLGPRGTA19 Zhibin Liao Mohammad H. Jafari 0001 Hany Girgis Kenneth Gin Robert Rohling Purang Abolmaesumi Teresa Tsang Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks. 687-695 2019 MICCAI (2) https://doi.org/10.1007/978-3-030-32245-8_76 conf/miccai/2019-2 db/conf/miccai/miccai2019-2.html#LiaoJGGRAT19 Delaram Behnami Zhibin Liao Hany Girgis Christina Luong 0001 Robert Rohling Ken Gin Teresa Tsang Purang Abolmaesumi Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms. 696-704 2019 MICCAI (2) https://doi.org/10.1007/978-3-030-32245-8_77 conf/miccai/2019-2 db/conf/miccai/miccai2019-2.html#BehnamiLGLRGTA19 Hooman Vaseli Zhibin Liao Amir H. Abdi Hany Girgis Delaram Behnami Christina Luong 0001 Fatemeh Taheri Dezaki Neeraj Dhungel Robert Rohling Ken Gin Purang Abolmaesumi Teresa Tsang Designing lightweight deep learning models for echocardiography view classification. 109510F 2019 Image-Guided Procedures https://doi.org/10.1117/12.2512913 conf/miigp/2019 db/conf/miigp/miigp2019.html#VaseliLAGBLDDRG19

Zhibin Liao Hany Girgis Amir H. Abdi Hooman Vaseli Jorden Hetherington Robert Rohling Ken Gin Teresa Tsang Purang Abolmaesumi On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. 2019 abs/1911.00674 CoRR http://arxiv.org/abs/1911.00674 db/journals/corr/corr1911.html#abs-1911-00674

Mohammad H. Jafari 0001 Hany Girgis Zhibin Liao Delaram Behnami Amir H. Abdi Hooman Vaseli Christina Luong 0001 Robert Rohling Ken Gin Teresa Tsang Purang Abolmaesumi A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. 29-37 2018 DLMIA/ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-00889-5_4 conf/miccai/2018dlmia db/conf/miccai/dlmia2018.html#JafariGLBAVLRGT18 Nathan Van Woudenberg Zhibin Liao Amir H. Abdi Hani Girgis Christina Luong 0001 Hooman Vaseli Delaram Behnami Haotian Zhang Kenneth Gin Robert Rohling Teresa Tsang Purang Abolmaesumi Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. 74-81 2018 POCUS/BIVPCS/CuRIOUS/CPM@MICCAI https://doi.org/10.1007/978-3-030-01045-4_9 conf/miccai/2018pocus db/conf/miccai/pocus2018.html#WoudenbergLAGLV18

Zhibin Liao Tom Drummond Ian Reid 0001 Gustavo Carneiro 0001 Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks. 2018 abs/1810.06767 CoRR http://arxiv.org/abs/1810.06767 db/journals/corr/corr1810.html#abs-1810-06767

Zhibin Liao Gustavo Carneiro 0001 A deep convolutional neural network module that promotes competition of multiple-size filters. 94-105 2017 71 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.05.024 db/journals/pr/pr71.html#LiaoC17

Zhibin Liao Gustavo Carneiro 0001 On the importance of normalisation layers in deep learning with piecewise linear activation units. 1-8 2016 WACV https://doi.org/10.1109/WACV.2016.7477624 https://doi.ieeecomputersociety.org/10.1109/WACV.2016.7477624 conf/wacv/2016 db/conf/wacv/wacv2016.html#LiaoC16 Zhibin Liao Gustavo Carneiro 0001 The use of deep learning features in a hierarchical classifier learned with the minimization of a non-greedy loss function that delays gratification. 4540-4544 2015 ICIP https://doi.org/10.1109/ICIP.2015.7351666 conf/icip/2015 db/conf/icip/icip2015.html#LiaoC15

Zhibin Liao Gustavo Carneiro 0001 On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units. 2015 abs/1508.00330 CoRR http://arxiv.org/abs/1508.00330 db/journals/corr/corr1508.html#LiaoC15

Zhibin Liao Gustavo Carneiro 0001 Competitive Multi-scale Convolution. 2015 abs/1511.05635 CoRR http://arxiv.org/abs/1511.05635 db/journals/corr/corr1511.html#LiaoC15a

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