Attention based Multiple Instance Learning for Classification of Blood
Cell Disorders

Attention based Multiple Instance Learning for Classification of Blood Cell Disorders

22 July 2020

Nassir Navab

Shadi Albarqouni

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Papers citing "Attention based Multiple Instance Learning for Classification of Blood Cell Disorders"

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Title
FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification Weiping Ding Tianyi Zhou Jiashuang Huang Shu Jiang Tao Hou Chin-Teng Lin 91 10 0 22 Jul 2024
A Continual Learning Approach for Cross-Domain White Blood Cell Classification Ario Sadafi Raheleh Salehi A. Gruber Sayedali Shetab Boushehri Pascal Giehr Nassir Navab Carsten Marr VLM CLL 40 4 0 24 Aug 2023
A Study of Age and Sex Bias in Multiple Instance Learning based Classification of Acute Myeloid Leukemia Subtypes Ario Sadafi Matthias Hehr Nassir Navab Carsten Marr 61 2 0 24 Aug 2023
Topologically Regularized Multiple Instance Learning to Harness Data Scarcity Salome Kazeminia Carsten Marr Bastian Rieck 70 0 0 26 Jul 2023
Novel Pipeline for Diagnosing Acute Lymphoblastic Leukemia Sensitive to Related Biomarkers Amirhossein Askari-Farsangi A. Sharifi-Zarchi M. Rohban LM&MA 85 0 0 08 Jul 2023
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images Ario Sadafi Oleksandra Adonkina Ashkan Khakzar P. Lienemann Rudolf Matthias Hehr Daniel Rueckert Nassir Navab Carsten Marr FAtt 100 10 0 15 Mar 2023
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning Ario Sadafi Nassir Navab Carsten Marr 41 3 0 02 Mar 2023
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation Wenjie Zhu Peijie Qiu Natasha Lepore Oana Dumitrascu Yalin Wang 70 13 0 12 Oct 2022
Anomaly-aware multiple instance learning for rare anemia disorder classification Salome Kazeminia Ario Sadafi A. Makhro A. Bogdanova Shadi Albarqouni Carsten Marr 23 3 0 04 Jul 2022
Using Multiple Instance Learning for Explainable Solar Flare Prediction C. Huwyler M. Melchior 46 3 0 25 Mar 2022
Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning P. Manescu P. Narayanan Christopher Bendkowski Muna Elmi R. Claveau Vijay M. Pawar B. Brown M. Shaw A. Rao D. Fernández-Reyes 27 1 0 20 Mar 2022
Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data D. Lu G. Kurz N. Polomac Iskra Gacheva E. Hattingen Jochen Triesch 32 0 0 16 Dec 2021
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification Talha Qaiser S. Winzeck Theodore Barfoot T. Barwick S. Doran ... N. Tunariu D. Koh C. Messiou A. Rockall Ben Glocker 60 9 0 16 Jul 2021
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias Ario Sadafi Lucía María Moya Sans A. Makhro L. Livshits Nassir Navab A. Bogdanova Shadi Albarqouni Carsten Marr MedIm 28 3 0 17 Mar 2021