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MIDL Submissions
Towards Optimal Classification of Small Volume Medical Imaging Datasets: 2D CNN or 3D CNN in Infant Brain Age Prediction?
Mahdieh Shabanian
,
Markus Wenzel
,
Adeel Siddiqui
,
Hao Chen
,
John P. DeVincenzo
10 Feb 2021 (modified: 24 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization
Hyunwoo Kim
,
Jungjun Kim
18 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Class Imbalances in Biopsy Images with Polarized Features
Joseph Vincent Pulido
,
Donald Brown
,
Sana Syed
18 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Deep Learning on medical images: ill-defined labels can be a good thing
Victor Fornasiero De Paiva
,
Carlos Arruda Baltazar
,
Andre Aro Fonseca
,
Maria Carolina Bueno da Silva
,
Birajara Soares Machado
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Does contextual information improve 3D U-Net based brain tumor segmentation?
Iulian Emil Tampu
,
Neda Haj-Hosseini
,
Anders Eklund
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
CaCL: class-aware codebook learning for weakly supervised segmentation on diffuse image patterns
Ruining Deng
,
Quan Liu
,
Shunxing Bao
,
Adarsh Jha
,
Catie Chang
,
Brya A. Millis
,
Matthew J. Tyska
,
Yuankai Huo
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
An Improved System for Emphysema Recognition Using CNN features extraction and AdaBoost-Decision Tree classier
MOHAMMED AMMAR
,
Said Mahmoudi
,
Amel LADI
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Quantification of Spinal Cord Anomalies using convolutional Autoencoders
Maximilian Ernst Tschuchnig
,
Dominic Zillner
,
Pasquale Romanelli
,
David Hercher
,
Patrick Heimel
,
Gertie Janneke Oostingh
,
Sébastien Coulliard-Després
,
Michael Gadermayr
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
comBat versus cycleGAN for multi-center MR images harmonization
Stenzel Cackowski
,
Emmanuel Luc Barbier
,
Michel Dojat
,
Thomas Christen
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Mid-Dense Fusion Network for Multi-Modal Brain MRI Segmentation
Wenting Duan
,
Jordan Colman
,
Lei Zhang
,
Giosue Gulli
,
Xujiong Ye
17 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Clinically inspired computer aided diagnosis of melanoma using convolutional neural networks.
Arthur Cartel Foahom Gouabou
,
Jean-Luc Damoiseaux
,
Jilliana Monnier
,
Rabah Iguernaissi
,
Abdellatif Moudafi
,
Djamal Merad
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset COVID-19 Diagnosis
Mohammadreza Amirian
,
Javier A Montoya-Zegarra
,
A. Selman Bozkir
,
Marco Calandri
,
Friedhelm Schwenker
,
Thilo Stadelmann
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs
Dominik Mairhöfer
,
Manuel Laufer
,
Paul Martin Simon
,
Malte Sieren
,
Arpad Bischof
,
Thomas Käster
,
Erhardt Barth
,
Jörg Barkhausen
,
Thomas Martinetz
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Active Learning for Sparse Cell Segmentation
William Adorno
,
Aamir Javaid
,
Philip Fernandes
,
Sana Syed
,
Donald Brown
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Medical Image Segmentation using Interactive Refinement
Diksha Goyal
,
Jianming Liang
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Understanding and Visualizing Generalization UNets
Abhejit Rajagopal
,
Vamshi Chowdary Madala
,
Thomas A Hope
,
Peder Larson
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification
Yash Sharma
,
Aman Shrivastava
,
Lubaina Ehsan
,
Christopher A. Moskaluk
,
Sana Syed
,
Donald Brown
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Deep CNNs for Peripheral Blood Cell Classification
Kaustubh Olpadkar
,
Ekta Gavas
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal $\beta$-Amyloid Data
Md Asadullah Turja
,
Guorong Wu
,
Defu Yang
,
Martin Andreas Styner
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Alzheimer's Disease Classification using Vision Transformers
Amirreza Rezvantalab
,
Samir Mitha
,
April Khademi
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Membership Inference Attacks on Deep Regression Models for Neuroimaging
Umang Gupta
,
Dimitris Stripelis
,
Pradeep K. Lam
,
Paul Thompson
,
Jose Luis Ambite
,
Greg Ver Steeg
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder
Pauline Mouches
,
Matthias Wilms
,
Deepthi Rajashekar
,
Sonke Langner
,
Nils Forkert
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification
Juan Carlos Prieto
,
Hina Shah
,
Kasey Jones
,
Robert F Chew
,
Hashiya M. Kana
,
Jerusha Weaver
,
Rebecca M. Flueckiger
,
Scott McPherson
,
Emily W. Gower
11 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations
Niharika Shimona Dsouza
,
Mary Beth Nebel
,
Deana Crocetti
,
Joshua Robinson
,
Stewart Mostofsky
,
Archana Venkataraman
10 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
Untangling the Small Intestine in 4D MRI using Deep Stochastic Tracking
Louis van Harten
,
Catharina de Jonge
,
Jaap Stoker
,
Ivana Isgum
10 Feb 2021 (modified: 22 Feb 2021)
MIDL 2021 Conference Submission
Readers:
Everyone
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