ICCV 2023 Open Access Repository

2nd Workshop on Computer Vision for Automated Medical Diagnosis

Robust Asymmetric Loss for Multi-Label Long-Tailed Learning: Wongi Park,

Inhyuk Park,

Sungeun Kim,

Jongbin Ryu; [pdf] [arXiv]
[bibtex]
@InProceedings{Park_2023_ICCV, author = {Park, Wongi and Park, Inhyuk and Kim, Sungeun and Ryu, Jongbin}, title = {Robust Asymmetric Loss for Multi-Label Long-Tailed Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2711-2720} }
A Comparative Study of Vision Transformer Encoders and Few-Shot Learning for Medical Image Classification: Maxat Nurgazin,

Nguyen Anh Tu; [pdf]
[bibtex]
@InProceedings{Nurgazin_2023_ICCV, author = {Nurgazin, Maxat and Tu, Nguyen Anh}, title = {A Comparative Study of Vision Transformer Encoders and Few-Shot Learning for Medical Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2513-2521} }
Mirror U-Net: Marrying Multimodal Fission with Multi-Task Learning for Semantic Segmentation in Medical Imaging: Zdravko Marinov,

Simon Reiß,

David Kersting,

Jens Kleesiek,

Rainer Stiefelhagen; [pdf] [supp]
[bibtex]
@InProceedings{Marinov_2023_ICCV, author = {Marinov, Zdravko and Rei{\ss}, Simon and Kersting, David and Kleesiek, Jens and Stiefelhagen, Rainer}, title = {Mirror U-Net: Marrying Multimodal Fission with Multi-Task Learning for Semantic Segmentation in Medical Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2283-2293} }
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals: Milad Sikaroudi,

Maryam Hosseini,

Shahryar Rahnamayan,

H. R. Tizhoosh; [pdf]
[bibtex]
@InProceedings{Sikaroudi_2023_ICCV, author = {Sikaroudi, Milad and Hosseini, Maryam and Rahnamayan, Shahryar and Tizhoosh, H. R.}, title = {ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2664-2673} }
An Optimized Ensemble Framework for Multi-Label Classification on Long-Tailed Chest X-ray Data: Jaehyup Jeong,

Bosoung Jeoun,

Yeonju Park,

Bohyung Han; [pdf]
[bibtex]
@InProceedings{Jeong_2023_ICCV, author = {Jeong, Jaehyup and Jeoun, Bosoung and Park, Yeonju and Han, Bohyung}, title = {An Optimized Ensemble Framework for Multi-Label Classification on Long-Tailed Chest X-ray Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2739-2746} }
Self-Supervised Semantic Segmentation: Consistency over Transformation: Sanaz Karimijafarbigloo,

Reza Azad,

Amirhossein Kazerouni,

Yury Velichko,

Ulas Bagci,

Dorit Merhof; [pdf] [arXiv]
[bibtex]
@InProceedings{Karimijafarbigloo_2023_ICCV, author = {Karimijafarbigloo, Sanaz and Azad, Reza and Kazerouni, Amirhossein and Velichko, Yury and Bagci, Ulas and Merhof, Dorit}, title = {Self-Supervised Semantic Segmentation: Consistency over Transformation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2654-2663} }
SEPAL: Spatial Gene Expression Prediction from Local Graphs: Gabriel Mejia,

Paula Cárdenas,

Daniela Ruiz,

Angela Castillo,

Pablo Arbeláez; [pdf] [supp]
[bibtex]
@InProceedings{Mejia_2023_ICCV, author = {Mejia, Gabriel and C\'ardenas, Paula and Ruiz, Daniela and Castillo, Angela and Arbel\'aez, Pablo}, title = {SEPAL: Spatial Gene Expression Prediction from Local Graphs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2294-2303} }
Weakly Semi-Supervised Detector-Based Video Classification with Temporal Context for Lung Ultrasound: Gary Y. Li,

Li Chen,

Mohsen Zahiri,

Naveen Balaraju,

Shubham Patil,

Courosh Mehanian,

Cynthia Gregory,

Kenton Gregory,

Balasundar Raju,

Jochen Kruecker,

Alvin Chen; [pdf]
[bibtex]
@InProceedings{Li_2023_ICCV, author = {Li, Gary Y. and Chen, Li and Zahiri, Mohsen and Balaraju, Naveen and Patil, Shubham and Mehanian, Courosh and Gregory, Cynthia and Gregory, Kenton and Raju, Balasundar and Kruecker, Jochen and Chen, Alvin}, title = {Weakly Semi-Supervised Detector-Based Video Classification with Temporal Context for Lung Ultrasound}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2483-2492} }
Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning: Mara Pleasure,

Ekaterina Redekop,

Jennifer S Polson,

Haoyue Zhang,

Naoki Kaneko,

William Speier,

Corey W Arnold; [pdf]
[bibtex]
@InProceedings{Pleasure_2023_ICCV, author = {Pleasure, Mara and Redekop, Ekaterina and Polson, Jennifer S and Zhang, Haoyue and Kaneko, Naoki and Speier, William and Arnold, Corey W}, title = {Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2674-2683} }
AW-Net: A Novel Fully Connected Attention-Based Medical Image Segmentation Model: Debojyoti Pal,

Tanushree Meena,

Dwarikanath Mahapatra,

Sudipta Roy; [pdf]
[bibtex]
@InProceedings{Pal_2023_ICCV, author = {Pal, Debojyoti and Meena, Tanushree and Mahapatra, Dwarikanath and Roy, Sudipta}, title = {AW-Net: A Novel Fully Connected Attention-Based Medical Image Segmentation Model}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2532-2541} }
DISGAN: Wavelet-Informed Discriminator Guides GAN to MRI Super-Resolution with Noise Cleaning: Qi Wang,

Lucas Mahler,

Julius Steiglechner,

Florian Birk,

Klaus Scheffler,

Gabriele Lohmann; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2023_ICCV, author = {Wang, Qi and Mahler, Lucas and Steiglechner, Julius and Birk, Florian and Scheffler, Klaus and Lohmann, Gabriele}, title = {DISGAN: Wavelet-Informed Discriminator Guides GAN to MRI Super-Resolution with Noise Cleaning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2452-2461} }
Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning: Faisal Ahmed,

Brighton Nuwagira,

Furkan Torlak,

Baris Coskunuzer; [pdf] [supp]
[bibtex]
@InProceedings{Ahmed_2023_ICCV, author = {Ahmed, Faisal and Nuwagira, Brighton and Torlak, Furkan and Coskunuzer, Baris}, title = {Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2326-2336} }
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty: Vanessa Wirth,

Anna-Maria Liphardt,

Birte Coppers,

Johanna Bräunig,

Simon Heinrich,

Sigrid Leyendecker,

Arnd Kleyer,

Georg Schett,

Martin Vossiek,

Bernhard Egger,

Marc Stamminger; [pdf] [supp]
[bibtex]
@InProceedings{Wirth_2023_ICCV, author = {Wirth, Vanessa and Liphardt, Anna-Maria and Coppers, Birte and Br\"aunig, Johanna and Heinrich, Simon and Leyendecker, Sigrid and Kleyer, Arnd and Schett, Georg and Vossiek, Martin and Egger, Bernhard and Stamminger, Marc}, title = {ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2625-2633} }
Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays Through ML-GCN Augmentation: HyeRyeong Seo,

MinHyuk Lee,

WooJin Cheong,

HyeKyung Yoon,

SoHyung Kim,

MyungJoo Kang; [pdf] [supp]
[bibtex]
@InProceedings{Seo_2023_ICCV, author = {Seo, HyeRyeong and Lee, MinHyuk and Cheong, WooJin and Yoon, HyeKyung and Kim, SoHyung and Kang, MyungJoo}, title = {Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays Through ML-GCN Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2747-2756} }
Order-ViT: Order Learning Vision Transformer for Cancer Classification in Pathology Images: Ju Cheon Lee,

Jin Tae Kwak; [pdf]
[bibtex]
@InProceedings{Lee_2023_ICCV, author = {Lee, Ju Cheon and Kwak, Jin Tae}, title = {Order-ViT: Order Learning Vision Transformer for Cancer Classification in Pathology Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2493-2502} }
RheumaVIT: Transformer-Based Model for Automated Scoring of Hand Joints in Rheumatoid Arthritis: Alexander Stolpovsky,

Elizaveta Dakhova,

Polina Druzhinina,

Polina Postnikova,

Daniil Kudinsky,

Alexander Smirnov,

Anastasia Sukhinina,

Alexander Lila,

Anvar Kurmukov; [pdf]
[bibtex]
@InProceedings{Stolpovsky_2023_ICCV, author = {Stolpovsky, Alexander and Dakhova, Elizaveta and Druzhinina, Polina and Postnikova, Polina and Kudinsky, Daniil and Smirnov, Alexander and Sukhinina, Anastasia and Lila, Alexander and Kurmukov, Anvar}, title = {RheumaVIT: Transformer-Based Model for Automated Scoring of Hand Joints in Rheumatoid Arthritis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2522-2531} }
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders: Pranav Singh,

Luoyao Chen,

Mei Chen,

Jinqian Pan,

Raviteja Chukkapalli,

Shravan Chaudhari,

Jacopo Cirrone; [pdf] [arXiv]
[bibtex]
@InProceedings{Singh_2023_ICCV, author = {Singh, Pranav and Chen, Luoyao and Chen, Mei and Pan, Jinqian and Chukkapalli, Raviteja and Chaudhari, Shravan and Cirrone, Jacopo}, title = {Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2684-2693} }
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports: Ethan Dack,

Lorenzo Brigato,

Matthew McMurray,

Matthias Fontanellaz,

Thomas Frauenfelder,

Hanno Hoppe,

Aristomenis Exadaktylos,

Thomas Geiser,

Manuela Funke-Chambour,

Andreas Christe,

Lukas Ebner,

Stavroula Mougiakakou; [pdf] [arXiv]
[bibtex]
@InProceedings{Dack_2023_ICCV, author = {Dack, Ethan and Brigato, Lorenzo and McMurray, Matthew and Fontanellaz, Matthias and Frauenfelder, Thomas and Hoppe, Hanno and Exadaktylos, Aristomenis and Geiser, Thomas and Funke-Chambour, Manuela and Christe, Andreas and Ebner, Lukas and Mougiakakou, Stavroula}, title = {An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2634-2643} }
Sharing is Caring: Concurrent Interactive Segmentation and Model Training Using a Joint Model: Ivan Mikhailov,

Benoit Chauveau,

Nicolas Bourdel,

Adrien Bartoli; [pdf]
[bibtex]
@InProceedings{Mikhailov_2023_ICCV, author = {Mikhailov, Ivan and Chauveau, Benoit and Bourdel, Nicolas and Bartoli, Adrien}, title = {Sharing is Caring: Concurrent Interactive Segmentation and Model Training Using a Joint Model}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2432-2441} }
Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume: Haochen Zhang,

Anna Heinke,

Carlo Miguel B. Galang,

Daniel N. Deussen,

Bo Wen,

Dirk-Uwe G. Bartsch,

William R. Freeman,

Truong Q. Nguyen,

Cheolhong An; [pdf] [supp]
[bibtex]
@InProceedings{Zhang_2023_ICCV, author = {Zhang, Haochen and Heinke, Anna and Galang, Carlo Miguel B. and Deussen, Daniel N. and Wen, Bo and Bartsch, Dirk-Uwe G. and Freeman, William R. and Nguyen, Truong Q. and An, Cheolhong}, title = {Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2411-2420} }
Fusion Approaches to Predict Post-Stroke Aphasia Severity from Multimodal Neuroimaging Data: Saurav Chennuri,

Sha Lai,

Anne Billot,

Maria Varkanitsa,

Emily J. Braun,

Swathi Kiran,

Archana Venkataraman,

Janusz Konrad,

Prakash Ishwar,

Margrit Betke; [pdf]
[bibtex]
@InProceedings{Chennuri_2023_ICCV, author = {Chennuri, Saurav and Lai, Sha and Billot, Anne and Varkanitsa, Maria and Braun, Emily J. and Kiran, Swathi and Venkataraman, Archana and Konrad, Janusz and Ishwar, Prakash and Betke, Margrit}, title = {Fusion Approaches to Predict Post-Stroke Aphasia Severity from Multimodal Neuroimaging Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2644-2653} }
Ensuring a Connected Structure for Retinal Vessels Deep-Learning Segmentation: Idris Dulau,

Catherine Helmer,

Cecile Delcourt,

Marie Beurton-Aimar; [pdf]
[bibtex]
@InProceedings{Dulau_2023_ICCV, author = {Dulau, Idris and Helmer, Catherine and Delcourt, Cecile and Beurton-Aimar, Marie}, title = {Ensuring a Connected Structure for Retinal Vessels Deep-Learning Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2364-2373} }
Advanced Augmentation and Ensemble Approaches for Classifying Long-Tailed Multi-Label Chest X-Rays: Trong-Hieu Nguyen-Mau,

Tuan-Luc Huynh,

Thanh-Danh Le,

Hai-Dang Nguyen,

Minh-Triet Tran; [pdf]
[bibtex]
@InProceedings{Nguyen-Mau_2023_ICCV, author = {Nguyen-Mau, Trong-Hieu and Huynh, Tuan-Luc and Le, Thanh-Danh and Nguyen, Hai-Dang and Tran, Minh-Triet}, title = {Advanced Augmentation and Ensemble Approaches for Classifying Long-Tailed Multi-Label Chest X-Rays}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2729-2738} }
End-to-End Deep Learning for Reconstructing Segmented 3D CT Image from Multi-Energy X-ray Projections: Siqi Wang,

Tatsuya Yatagawa,

Yutaka Ohtake,

Toru Aoki,

Jun Hotta; [pdf]
[bibtex]
@InProceedings{Wang_2023_ICCV, author = {Wang, Siqi and Yatagawa, Tatsuya and Ohtake, Yutaka and Aoki, Toru and Hotta, Jun}, title = {End-to-End Deep Learning for Reconstructing Segmented 3D CT Image from Multi-Energy X-ray Projections}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2574-2582} }
Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks: Ori Kelner,

Or Weinstein,

Ehud Rivlin,

Roman Goldenberg; [pdf] [arXiv]
[bibtex]
@InProceedings{Kelner_2023_ICCV, author = {Kelner, Ori and Weinstein, Or and Rivlin, Ehud and Goldenberg, Roman}, title = {Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2599-2606} }
Mind the Clot: Automated LVO Detection on CTA Using Deep Learning: Shubham Kumar,

Arjun Agarwal,

Satish Golla,

Swetha Tanamala,

Ujjwal Upadhyay,

Subhankar Chattoraj,

Preetham Putha,

Sasank Chilamkurthy; [pdf]
[bibtex]
@InProceedings{Kumar_2023_ICCV, author = {Kumar, Shubham and Agarwal, Arjun and Golla, Satish and Tanamala, Swetha and Upadhyay, Ujjwal and Chattoraj, Subhankar and Putha, Preetham and Chilamkurthy, Sasank}, title = {Mind the Clot: Automated LVO Detection on CTA Using Deep Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2503-2512} }
HyperCoil-Recon: A Hypernetwork-Based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction: Sriprabha Ramanarayanan,

Mohammad Al Fahim,

Rahul G S,

Amrit Kumar Jethi,

Keerthi Ram,

Mohanasankar Sivaprakasam; [pdf]
[bibtex]
@InProceedings{Ramanarayanan_2023_ICCV, author = {Ramanarayanan, Sriprabha and Al Fahim, Mohammad and S, Rahul G and Jethi, Amrit Kumar and Ram, Keerthi and Sivaprakasam, Mohanasankar}, title = {HyperCoil-Recon: A Hypernetwork-Based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2392-2401} }
CheXFusion: Effective Fusion of Multi-View Features Using Transformers for Long-Tailed Chest X-Ray Classification: Dongkyun Kim; [pdf]
[bibtex]
@InProceedings{Kim_2023_ICCV, author = {Kim, Dongkyun}, title = {CheXFusion: Effective Fusion of Multi-View Features Using Transformers for Long-Tailed Chest X-Ray Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2702-2710} }
Contrastive Image Synthesis and Self-Supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation: Xinrong Hu,

Corey Wang,

Yiyu Shi; [pdf] [arXiv]
[bibtex]
@InProceedings{Hu_2023_ICCV, author = {Hu, Xinrong and Wang, Corey and Shi, Yiyu}, title = {Contrastive Image Synthesis and Self-Supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2337-2346} }
Segmentation-Based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma: Christiaan Viviers,

Mark Ramaekers,

Amaan Valiuddin,

Terese Hellström,

Nick Tasios,

John van der Ven,

Igor Jacobs,

Lotte Ewals,

Joost Nederend,

Peter de With,

Misha Luyer,

Fons van der Sommen; [pdf]
[bibtex]
@InProceedings{Viviers_2023_ICCV, author = {Viviers, Christiaan and Ramaekers, Mark and Valiuddin, Amaan and Hellstr\"om, Terese and Tasios, Nick and van der Ven, John and Jacobs, Igor and Ewals, Lotte and Nederend, Joost and de With, Peter and Luyer, Misha and van der Sommen, Fons}, title = {Segmentation-Based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2421-2431} }
Studying the Impact of Augmentations on Medical Confidence Calibration: Adrit Rao,

Joon-Young Lee,

Oliver Aalami; [pdf] [arXiv]
[bibtex]
@InProceedings{Rao_2023_ICCV, author = {Rao, Adrit and Lee, Joon-Young and Aalami, Oliver}, title = {Studying the Impact of Augmentations on Medical Confidence Calibration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2462-2472} }
Combating Coronary Calcium Scoring Bias for Non-Gated CT by Semantic Learning on Gated CT: Jiajian Li,

Anwei Li,

Jiansheng Fang,

Yonghe Hou,

Chao Song,

Huifang Yang,

Jingwen Wang,

Hongbo Liu,

Jiang Liu; [pdf]
[bibtex]
@InProceedings{Li_2023_ICCV, author = {Li, Jiajian and Li, Anwei and Fang, Jiansheng and Hou, Yonghe and Song, Chao and Yang, Huifang and Wang, Jingwen and Liu, Hongbo and Liu, Jiang}, title = {Combating Coronary Calcium Scoring Bias for Non-Gated CT by Semantic Learning on Gated CT}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2583-2591} }
Cross-Grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images: Ziqi Yu,

Botao Zhao,

Yipin Zhang,

Shengjie Zhang,

Xiang Chen,

Haibo Yang,

Tingying Peng,

Xiao-Yong Zhang; [pdf]
[bibtex]
@InProceedings{Yu_2023_ICCV, author = {Yu, Ziqi and Zhao, Botao and Zhang, Yipin and Zhang, Shengjie and Chen, Xiang and Yang, Haibo and Peng, Tingying and Zhang, Xiao-Yong}, title = {Cross-Grained Contrastive Representation for Unsupervised Lesion Segmentation in Medical Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2347-2354} }
Multimodal Contrastive Learning and Tabular Attention for Automated Alzheimer's Disease Prediction: Weichen Huang; [pdf]
[bibtex]
@InProceedings{Huang_2023_ICCV, author = {Huang, Weichen}, title = {Multimodal Contrastive Learning and Tabular Attention for Automated Alzheimer's Disease Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2473-2482} }
Effect of Stage Training for Long-Tailed Multi-Label Image Classification: Yosuke Yamagishi,

Shohei Hanaoka; [pdf]
[bibtex]
@InProceedings{Yamagishi_2023_ICCV, author = {Yamagishi, Yosuke and Hanaoka, Shohei}, title = {Effect of Stage Training for Long-Tailed Multi-Label Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2721-2728} }
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI: Gianluca Carloni,

Eva Pachetti,

Sara Colantonio; [pdf] [arXiv]
[bibtex]
@InProceedings{Carloni_2023_ICCV, author = {Carloni, Gianluca and Pachetti, Eva and Colantonio, Sara}, title = {Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2616-2624} }
Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image Network: Yousef Yeganeh,

Azade Farshad,

Peter Weinberger,

Seyed-Ahmad Ahmadi,

Ehsan Adeli,

Nassir Navab; [pdf]
[bibtex]
@InProceedings{Yeganeh_2023_ICCV, author = {Yeganeh, Yousef and Farshad, Azade and Weinberger, Peter and Ahmadi, Seyed-Ahmad and Adeli, Ehsan and Navab, Nassir}, title = {Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2304-2315} }
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis: Thanh-Huy Nguyen,

Quang Hien Kha,

Thai Ngoc Toan Truong,

Ba Thinh Lam,

Ba Hung Ngo,

Quang Vinh Dinh,

Nguyen Quoc Khanh Le; [pdf] [arXiv]
[bibtex]
@InProceedings{Nguyen_2023_ICCV, author = {Nguyen, Thanh-Huy and Kha, Quang Hien and Truong, Thai Ngoc Toan and Lam, Ba Thinh and Ngo, Ba Hung and Dinh, Quang Vinh and Le, Nguyen Quoc Khanh}, title = {Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2564-2573} }
Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation: Sidney Bender,

Christopher J. Anders,

Pattarawat Chormai,

Heike Antje Marxfeld,

Jan Herrmann,

Grégoire Montavon; [pdf]
[bibtex]
@InProceedings{Bender_2023_ICCV, author = {Bender, Sidney and Anders, Christopher J. and Chormai, Pattarawat and Marxfeld, Heike Antje and Herrmann, Jan and Montavon, Gr\'egoire}, title = {Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2607-2615} }
Robust MSFM Learning Network for Classification and Weakly Supervised Localization: Komal Kumar,

Balakrishna Pailla,

Kalyan Tadepalli,

Sudipta Roy; [pdf] [supp]
[bibtex]
@InProceedings{Kumar_2023_ICCV, author = {Kumar, Komal and Pailla, Balakrishna and Tadepalli, Kalyan and Roy, Sudipta}, title = {Robust MSFM Learning Network for Classification and Weakly Supervised Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2442-2451} }
Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations: Laura Gálvéz Jimenez,

Lucile Dierckx,

Maxime Amodei,

Hamed Razavi Khosroshahi,

Natarajan Chidambaran,

Anh-Thu Phan Ho,

Alberto Franzin; [pdf] [supp]
[bibtex]
@InProceedings{Jimenez_2023_ICCV, author = {Jimenez, Laura G\'alv\'ez and Dierckx, Lucile and Amodei, Maxime and Khosroshahi, Hamed Razavi and Chidambaran, Natarajan and Ho, Anh-Thu Phan and Franzin, Alberto}, title = {Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2552-2563} }
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models: Sumit Pandey,

Kuan-Fu Chen,

Erik B. Dam; [pdf]
[bibtex]
@InProceedings{Pandey_2023_ICCV, author = {Pandey, Sumit and Chen, Kuan-Fu and Dam, Erik B.}, title = {Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2592-2598} }
Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking: Ashay Patel,

Petru-Daniel Tudosiu,

Walter H.L. Pinaya,

Mark S. Graham,

Olusola Adeleke,

Gary Cook,

Vicky Goh,

Sebastien Ourselin,

M. Jorge Cardoso; [pdf] [supp]
[bibtex]
@InProceedings{Patel_2023_ICCV, author = {Patel, Ashay and Tudosiu, Petru-Daniel and Pinaya, Walter H.L. and Graham, Mark S. and Adeleke, Olusola and Cook, Gary and Goh, Vicky and Ourselin, Sebastien and Cardoso, M. Jorge}, title = {Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2402-2410} }
Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation: Adele Myers,

Caitlin Taylor,

Emily Jacobs,

Nina Miolane; [pdf] [arXiv]
[bibtex]
@InProceedings{Myers_2023_ICCV, author = {Myers, Adele and Taylor, Caitlin and Jacobs, Emily and Miolane, Nina}, title = {Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2542-2551} }
Implicit Neural Representation in Medical Imaging: A Comparative Survey: Amirali Molaei,

Amirhossein Aminimehr,

Armin Tavakoli,

Amirhossein Kazerouni,

Bobby Azad,

Reza Azad,

Dorit Merhof; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Molaei_2023_ICCV, author = {Molaei, Amirali and Aminimehr, Amirhossein and Tavakoli, Armin and Kazerouni, Amirhossein and Azad, Bobby and Azad, Reza and Merhof, Dorit}, title = {Implicit Neural Representation in Medical Imaging: A Comparative Survey}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2381-2391} }
Chest X-Ray Feature Pyramid Sum Model with Diseased Area Data Augmentation Method: Changhyun Kim,

Giyeol Kim,

Sooyoung Yang,

Hyunsu Kim,

Sangyool Lee,

Hansu Cho; [pdf] [supp]
[bibtex]
@InProceedings{Kim_2023_ICCV, author = {Kim, Changhyun and Kim, Giyeol and Yang, Sooyoung and Kim, Hyunsu and Lee, Sangyool and Cho, Hansu}, title = {Chest X-Ray Feature Pyramid Sum Model with Diseased Area Data Augmentation Method}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2757-2766} }
Using Large Text To Image Models with Structured Prompts for Skin Disease Identification: A Case Study: Sajith Rajapaksa,

Jean Marie Uwabeza Vianney,

Renell Castro,

Farzad Khalvati,

Shubhra Aich; [pdf] [arXiv]
[bibtex]
@InProceedings{Rajapaksa_2023_ICCV, author = {Rajapaksa, Sajith and Vianney, Jean Marie Uwabeza and Castro, Renell and Khalvati, Farzad and Aich, Shubhra}, title = {Using Large Text To Image Models with Structured Prompts for Skin Disease Identification: A Case Study}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2694-2701} }
CLIPath: Fine-Tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts: Zhengfeng Lai,

Zhuoheng Li,

Luca Cerny Oliveira,

Joohi Chauhan,

Brittany N. Dugger,

Chen-Nee Chuah; [pdf]
[bibtex]
@InProceedings{Lai_2023_ICCV, author = {Lai, Zhengfeng and Li, Zhuoheng and Oliveira, Luca Cerny and Chauhan, Joohi and Dugger, Brittany N. and Chuah, Chen-Nee}, title = {CLIPath: Fine-Tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2374-2380} }
Semi-Supervised Quality Evaluation of Colonoscopy Procedures: Idan Kligvasser,

George Leifman,

Roman Goldenberg,

Ehud Rivlin,

Michael Elad; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kligvasser_2023_ICCV, author = {Kligvasser, Idan and Leifman, George and Goldenberg, Roman and Rivlin, Ehud and Elad, Michael}, title = {Semi-Supervised Quality Evaluation of Colonoscopy Procedures}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2355-2363} }
RRc-UNet 3D for Lung Tumor Segmentation from CT Scans of Non-Small Cell Lung Cancer Patients: Van-Linh Le,

Olivier Saut; [pdf]
[bibtex]
@InProceedings{Le_2023_ICCV, author = {Le, Van-Linh and Saut, Olivier}, title = {RRc-UNet 3D for Lung Tumor Segmentation from CT Scans of Non-Small Cell Lung Cancer Patients}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2316-2325} }