Image and Video Processing · Electrical Eng. & Systems
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
Tiago Gonçalves, Dagoberto Pulido-Arias, Julian Willett, Katharina V. Hoebel +7
2024-04-26
Computer Vision and Pattern Recognition · Computer Science
Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification
Annalisa Chiocchetti, Marco Dossena, Christopher Irwin, Luigi Portinale
2025-06-10
Computer Vision and Pattern Recognition · Computer Science
Deep Learning for identifying radiogenomic associations in breast cancer
Zhe Zhu, Ehab Albadawy, Ashirbani Saha, Jun Zhang +2
2017-12-01
Machine Learning · Statistics
Microwave breast cancer detection using Empirical Mode Decomposition features
Hongchao Song, Yunpeng Li, Mark Coates, Aidong Men
2017-02-27
Quantitative Methods · Quantitative Biology
Computational Methods for Breast Cancer Molecular Profiling through Routine Histopathology: A Review
Suchithra Kunhoth, Somaya Al- Maadeed, Younes Akbari, Rafif Al Saady
2024-12-17
Computer Vision and Pattern Recognition · Computer Science
Discriminative Pattern Mining for Breast Cancer Histopathology Image Classification via Fully Convolutional Autoencoder
Xingyu Li, Marko Radulovic, Ksenija Kanjer, Konstantinos N. Plataniotis
2020-05-06
Computer Vision and Pattern Recognition · Computer Science
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases
Amit Kumar Jaiswal, Ivan Panshin, Dimitrij Shulkin, Nagender Aneja +1
2019-06-25
Medical Physics · Physics
Tumor and microcalcification characterization using Entropy, Fractal Dimension and intensity values statistical analysis in mammography
Cristian Heber Zepeda Fernández, Minerva Guadalupe Vázquez Domínguez, Eduardo Moreno Barbosa, Benito de Celis Alonso +2
2021-09-03
Tissues and Organs · Quantitative Biology
Towards interpretable prediction of recurrence risk in breast cancer using pathology foundation models
Jakub R. Kaczmarzyk, Sarah C. Van Alsten, Alyssa J. Cozzo, Rajarsi Gupta +4
2025-08-19
Computer Vision and Pattern Recognition · Computer Science
Deep learning-based approach to reveal tumor mutational burden status from whole slide images across multiple cancer types
Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang +5
2023-05-30
Genomics · Quantitative Biology
Tumor Microenvironment-based Gene Signatures Divides Novel Immune and Stromal Subgroup Classification of Lung Adenocarcinoma
Zihang Zeng, Jiali Li, Nannan Zhang, Xueping Jiang +9
2019-05-13
Genomics · Quantitative Biology
Cancer Gene Profiling through Unsupervised Discovery
Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne +8
2021-02-16
Machine Learning · Computer Science
MS-ConTab: Multi-Scale Contrastive Learning of Mutation Signatures for Pan Cancer Representation and Stratification
Yifan Dou, Adam Khadre, Ruben C Petreaca, Golrokh Mirzaei
2025-08-29
Image and Video Processing · Electrical Eng. & Systems
Detection and Classification of Breast Cancer Metastates Based on U-Net
Lin Xu, Cheng Xu, Yi Tong, Yu Chun Su
2019-09-11
Computer Vision and Pattern Recognition · Computer Science
Fully Automated CTC Detection, Segmentation and Classification for Multi-Channel IF Imaging
Evan Schwab, Bharat Annaldas, Nisha Ramesh, Anna Lundberg +5
2024-10-07
Image and Video Processing · Electrical Eng. & Systems
Unsupervised Clustering of Quantitative Imaging Phenotypes using Autoencoder and Gaussian Mixture Model
Jianan Chen, Laurent Milot, Helen M. C. Cheung, Anne L. Martel
2020-01-07
Computer Vision and Pattern Recognition · Computer Science
Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images
Made Satria Wibawa, Kwok-Wai Lo, Lawrence Young, Nasir Rajpoot
2022-09-08
Computer Vision and Pattern Recognition · Computer Science
Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles
Alexander Binder, Michael Bockmayr, Miriam Hägele, Stephan Wienert +14
2018-05-30
Image and Video Processing · Electrical Eng. & Systems
Adversarial learning of cancer tissue representations
Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Wisuwat Sunhem +3
2021-08-29
Image and Video Processing · Electrical Eng. & Systems
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT
Jie Zheng, Ru Wen, Haiqin Hu, Lina Wei +4
2024-07-15