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Ario Sadafi
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 24
Top Topics
Convolutional Network
Multiple Instance
Gaussian Mixture
Acute Myeloid
Top Venues
CoRR
ISBI
ISPA/IUCC/BDCloud/SocialCom/SustainCom
IPMI
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Publications
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Ario Sadafi
,
Oleksandra Adonkina
,
Ashkan Khakzar
,
Peter Lienemann
,
Rudolf Matthias Hehr
,
Daniel Rueckert
,
Nassir Navab
,
Carsten Marr
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images.
CoRR
(2023)
Ario Sadafi
,
Raheleh Salehi
,
Armin Gruber
,
Sayedali Shetab Boushehri
,
Pascal Giehr
,
Nassir Navab
,
Carsten Marr
A Continual Learning Approach for Cross-Domain White Blood Cell Classification.
DART@MICCAI
(2023)
Ario Sadafi
,
Nassir Navab
,
Carsten Marr
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-Based Multiple Instance Learning.
ISBI
(2023)
Ario Sadafi
,
Nassir Navab
,
Carsten Marr
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning.
CoRR
(2023)
Daniel Sens
,
Ario Sadafi
,
Francesco Paolo Casale
,
Nassir Navab
,
Carsten Marr
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification.
CoRR
(2023)
Daniel Sens
,
Ario Sadafi
,
Francesco Paolo Casale
,
Nassir Navab
,
Carsten Marr
BEL: A Bag Embedding Loss for Transformer Enhances Multiple Instance Whole Slide Image Classification.
ISBI
(2023)
Salome Kazeminia
,
Ario Sadafi
,
Asya Makhro
,
Anna Bogdanova
,
Carsten Marr
,
Bastian Rieck
Topologically-Regularized Multiple Instance Learning for Red Blood Cell Disease Classification.
CoRR
(2023)
Ario Sadafi
,
Matthias Hehr
,
Nassir Navab
,
Carsten Marr
A Study of Age and Sex Bias in Multiple Instance Learning based Classification of Acute Myeloid Leukemia Subtypes.
CoRR
(2023)
Ario Sadafi
,
Oleksandra Adonkina
,
Ashkan Khakzar
,
Peter Lienemann
,
Rudolf Matthias Hehr
,
Daniel Rueckert
,
Nassir Navab
,
Carsten Marr
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images.
IPMI
(2023)
Ario Sadafi
,
Raheleh Salehi
,
Armin Gruber
,
Sayedali Shetab Boushehri
,
Pascal Giehr
,
Nassir Navab
,
Carsten Marr
A Continual Learning Approach for Cross-Domain White Blood Cell Classification.
CoRR
(2023)
Ario Sadafi
,
Matthias Hehr
,
Nassir Navab
,
Carsten Marr
A Study of Age and Sex Bias in Multiple Instance Learning Based Classification of Acute Myeloid Leukemia Subtypes.
CLIP/FAIMI/EPIMI@MICCAI
(2023)
Raheleh Salehi
,
Ario Sadafi
,
Armin Gruber
,
Peter Lienemann
,
Nassir Navab
,
Shadi Albarqouni
,
Carsten Marr
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification.
MICCAI (3)
(2022)
Raheleh Salehi
,
Ario Sadafi
,
Armin Gruber
,
Peter Lienemann
,
Nassir Navab
,
Shadi Albarqouni
,
Carsten Marr
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification.
CoRR
(2022)
Salome Kazeminia
,
Ario Sadafi
,
Asya Makhro
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Anomaly-Aware Multiple Instance Learning for Rare Anemia Disorder Classification.
MICCAI (8)
(2022)
Salome Kazeminia
,
Ario Sadafi
,
Asya Makhro
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Anomaly-aware multiple instance learning for rare anemia disorder classification.
CoRR
(2022)
Ario Sadafi
,
Lucía María Moya Sans
,
Asya Makhro
,
Leonid Livshits
,
Nassir Navab
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias.
ISBI
(2021)
Ario Sadafi
,
Asya Makhro
,
Leonid Livshits
,
Nassir Navab
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networks.
CoRR
(2021)
Ario Sadafi
,
Asya Makhro
,
Leonid Livshits
,
Nassir Navab
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks.
DART/FAIR@MICCAI
(2021)
Ario Sadafi
,
Lucía María Moya Sans
,
Asya Makhro
,
Leonid Livshits
,
Nassir Navab
,
Anna Bogdanova
,
Shadi Albarqouni
,
Carsten Marr
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias.
CoRR
(2021)
Ario Sadafi
,
Asya Makhro
,
Anna Bogdanova
,
Nassir Navab
,
Tingying Peng
,
Shadi Albarqouni
,
Carsten Marr
Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders.
MICCAI (5)
(2020)
Ario Sadafi
,
Asya Makhro
,
Anna Bogdanova
,
Nassir Navab
,
Tingying Peng
,
Shadi Albarqouni
,
Carsten Marr
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders.
CoRR
(2020)
Ario Sadafi
,
Niklas Koehler
,
Asya Makhro
,
Anna Bogdanova
,
Nassir Navab
,
Carsten Marr
,
Tingying Peng
Multiclass Deep Active Learning for Detecting Red Blood Cell Subtypes in Brightfield Microscopy.
MICCAI (1)
(2019)
Ario Sadafi
,
Vasiliki-Maria Katsageorgiou
,
Huiping Huang
,
Francesco Papaleo
,
Vittorio Murino
,
Diego Sona
Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model.
ICPR
(2018)
Ario Sadafi
,
Martin Radolko
,
Iosif Serafeimidis
,
Steffen Hadlak
Red Blood Cells Segmentation: A Fully Convolutional Network Approach.
ISPA/IUCC/BDCloud/SocialCom/SustainCom
(2018)
Moslem Didehban
,
Ario Sadafi
,
Sajjad Salehi
,
Mohammad Bagher Chami
A Gate Level Analysis of Transient Faults Effects on Dual-Core Chip-Multi Processors.
ARES
(2011)