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@proceedings{DBLP:conf/miccai/2024demi, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, publisher = {Springer}, year = {2025}, url = {https://doi.org/10.1007/978-3-031-73748-0}, doi = {10.1007/978-3-031-73748-0}, isbn = {978-3-031-73747-3}, timestamp = {Mon, 04 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/2024demi.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/AliS24, author = {Abder{-}Rahman Ali and Anthony E. Samir}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Simple is More: Efficient Liver View Classification in Ultrasound Images Using Minimal Labeled Data and Simple Neural Network Architecture}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {105--114}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_11}, doi = {10.1007/978-3-031-73748-0\_11}, timestamp = {Mon, 04 Nov 2024 09:35:04 +0100}, biburl = {https://dblp.org/rec/conf/miccai/AliS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/BabuSPV24, author = {Krishan Agyakari Raja Babu and Rachana Sathish and Mrunal Pattanaik and Rahul Venkataramani}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {64--72}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_7}, doi = {10.1007/978-3-031-73748-0\_7}, timestamp = {Wed, 06 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/BabuSPV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/BatchkalaLR24, author = {George Batchkala and Bin Li and Jens Rittscher}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Evaluating Histopathology Foundation Models for Few-Shot Tissue Clustering: An Application to {LC25000} Augmented Dataset Cleaning}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {11--21}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_2}, doi = {10.1007/978-3-031-73748-0\_2}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/BatchkalaLR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ChavarriasSolanoBA24, author = {Pedro Esteban Chavarrias{-}Solano and Binod Bhattarai and Sharib Ali}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Improving NeRF Representation with No Pose Prior for Novel View Synthesis in Colonoscopy}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {144--154}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_15}, doi = {10.1007/978-3-031-73748-0\_15}, timestamp = {Wed, 06 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ChavarriasSolanoBA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/HeLZZCYDYQ24, author = {Lei He and Zhaohui Liu and Qiude Zhang and Liang Zhou and Yuxin Cai and Jing Yuan and Mingyue Ding and Ming Yuchi and Wu Qiu}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Optimizing Delay Estimation in Breast {RUCT} Reconstruction Using Self-supervised Blind Segment Network}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {176--185}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_18}, doi = {10.1007/978-3-031-73748-0\_18}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/HeLZZCYDYQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/JaspersJKZKLJBRBWS24, author = {Tim J. M. Jaspers and Ronald L. P. D. de Jong and Yasmina Al Khalil and Tijn Zeelenberg and Carolus H. J. Kusters and Yiping Li and Romy C. van Jaarsveld and Franciscus H. A. Bakker and Jelle P. Ruurda and Willem M. Brinkman and Peter H. N. de With and Fons van der Sommen}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Exploring the Effect of Dataset Diversity in Self-supervised Learning for Surgical Computer Vision}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {43--53}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_5}, doi = {10.1007/978-3-031-73748-0\_5}, timestamp = {Sat, 30 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/JaspersJKZKLJBRBWS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/JinHFLPASWM24, author = {Benjamin Jin and Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez and Alessandro Fontanella and Wenwen Li and Eleanor Platt and Paul A. Armitage and Amos J. Storkey and Joanna M. Wardlaw and Grant Mair}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Pre-processing and Quality Control of Large Clinical {CT} Head Datasets for Intracranial Arterial Calcification Segmentation}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {73--83}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_8}, doi = {10.1007/978-3-031-73748-0\_8}, timestamp = {Sat, 30 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/JinHFLPASWM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/KangJHBLCN24, author = {Jingxuan Kang and Tudor Jianu and Baoru Huang and Binod Bhattarai and Ngan Le and Frans Coenen and Anh Nguyen}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Translating Simulation Images to X-Ray Images via Multi-scale Semantic Matching}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {95--104}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_10}, doi = {10.1007/978-3-031-73748-0\_10}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/KangJHBLCN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/KimSCY24, author = {Hyeonmin Kim and Chanyang Seo and Yunnie Cho and Tae Keun Yoo}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Patient-Level Contrastive Learning for Enhanced Biomarker Prediction in Retinal Imaging}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {125--133}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_13}, doi = {10.1007/978-3-031-73748-0\_13}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/KimSCY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/MooijPS24, author = {Rob A. J. de Mooij and Josien P. W. Pluim and Cian M. Scannell}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Self-Supervised Pretraining for Cardiovascular Magnetic Resonance Cine Segmentation}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {115--124}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_12}, doi = {10.1007/978-3-031-73748-0\_12}, timestamp = {Sat, 30 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/MooijPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PokhrelBVLGB24, author = {Sandesh Pokhrel and Sanjay Bhandari and Eduard Vazquez and Tryphon Lambrou and Prashnna K. Gyawali and Binod Bhattarai}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {{TTA-OOD:} Test-Time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {33--42}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_4}, doi = {10.1007/978-3-031-73748-0\_4}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/PokhrelBVLGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PokhrelBVSB24, author = {Sandesh Pokhrel and Sanjay Bhandari and Eduard Vazquez and Yash Raj Shrestha and Binod Bhattarai}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Cross-Task Data Augmentation by Pseudo-Label Generation for Region Based Coronary Artery Instance Segmentation}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {166--175}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_17}, doi = {10.1007/978-3-031-73748-0\_17}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/PokhrelBVSB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PoudelTRBS24, author = {Pranav Poudel and Shrawan Kumar Thapa and Sudarshan Regmi and Binod Bhattarai and Danail Stoyanov}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Task-Aware Active Learning for Endoscopic Polyp Segmentation}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {155--165}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_16}, doi = {10.1007/978-3-031-73748-0\_16}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/PoudelTRBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ReyesAmezcuaEDOM24, author = {Iv{\'{a}}n Reyes{-}Amezcua and Ricardo Espinosa and Christian Daul and Gilberto Ochoa{-}Ruiz and Andres Mendez{-}Vazquez}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {EndoDepth: {A} Benchmark for Assessing Robustness in Endoscopic Depth Prediction}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {84--94}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_9}, doi = {10.1007/978-3-031-73748-0\_9}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ReyesAmezcuaEDOM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/RoschewitzRXKG24, author = {M{\'{e}}lanie Roschewitz and Fabio De Sousa Ribeiro and Tian Xia and Galvin Khara and Ben Glocker}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Counterfactual Contrastive Learning: Robust Representations via Causal Image Synthesis}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {22--32}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_3}, doi = {10.1007/978-3-031-73748-0\_3}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/RoschewitzRXKG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ThrasherAG24, author = {Jacob Thrasher and Annahita Amireskandari and Prashnna K. Gyawali}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Enhancing Retinal Disease Classification from {OCTA} Images via Active Learning Techniques}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {134--143}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_14}, doi = {10.1007/978-3-031-73748-0\_14}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ThrasherAG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/WangK24, author = {Jiamu Wang and Jin Tae Kwak}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {USegMix: Unsupervised Segment Mix for Efficient Data Augmentation in Pathology Images}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {54--63}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_6}, doi = {10.1007/978-3-031-73748-0\_6}, timestamp = {Mon, 02 Dec 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/WangK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/YerebakanSV24, author = {Halid Ziya Yerebakan and Yoshihisa Shinagawa and Gerardo Hermosillo Valadez}, editor = {Binod Bhattarai and Sharib Ali and Anita Rau and Razvan Caramalau and Anh Nguyen and Prashnna Gyawali and Ana I. L. Namburete and Danail Stoyanov}, title = {Real Time Multi Organ Classification on Computed Tomography Images}, booktitle = {Data Engineering in Medical Imaging - Second {MICCAI} Workshop, {DEMI} 2024, Held in Conjunction with {MICCAI} 2024, Marrakesh, Morocco, October 10, 2024, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {15265}, pages = {1--10}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-73748-0\_1}, doi = {10.1007/978-3-031-73748-0\_1}, timestamp = {Thu, 31 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/YerebakanSV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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