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Identifying the Best Machine Learning Algorithms for Brain Tumor
  Segmentation, Progression Assessment, and Overall Survival Prediction in the
  BRATS Challenge

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

5 November 2018
Spyridon Bakas
M. Reyes
Andras Jakab
Stefan Bauer
Markus Rempfler
Alessandro Crimi
Russell Takeshi Shinohara
Christoph Berger
Sung Min Ha
Martin Rozycki
Marcel Prastawa
Esther Alberts
Jana Lipkova
John Freymann
J. Kirby
Michel Bilello
Hassan Fathallah-Shaykh
Roland Wiest
Jan Kirschke
Benedikt Wiestler
Rivka Colen
Aikaterini Kotrotsou
Pamela Lamontagne
Daniel S. Marcus
Mikhail Milchenko
Arash Nazeri
Marc-Andre Weber
Abhishek Mahajan
Ujjwal Baid
Elizabeth R Gerstner
Dongjin Kwon
Gagan Acharya
Manu Agarwal
Mahbubul Alam
Alberto Albiol
Antonio Albiol
Francisco J. Albiol
Varghese Alex
Nigel Allinson
Pedro H. A. Amorim
Abhijit Amrutkar
Ganesh Anand
Simon Andermatt
Tal Arbel
Pablo Arbelaez
Aaron Avery
Muneeza Azmat
Pranjal B.
W Bai
Subhashis Banerjee
Bill Barth
Thomas Batchelder
Kayhan Batmanghelich
Enzo Battistella
Andrew Beers
Mikhail Belyaev
Martin Bendszus
Eze Benson
Jose Bernal
Halandur Nagaraja Bharath
George Biros
Sotirios Bisdas
James Brown
Mariano Cabezas
Shilei Cao
Jorge M. Cardoso
Eric N Carver
Adrià Casamitjana
Laura Silvana Castillo
Marcel Catà
Philippe Cattin
Albert Cerigues
Vinicius S. Chagas
Siddhartha Chandra
Yi-Ju Chang
Shiyu Chang
Ken Chang
Joseph Chazalon
Shengcong Chen
Wei Chen
Jefferson W. Chen
Zhaolin Chen
Kun Cheng
Ahana Roy Choudhury
Roger Chylla
Albert Clérigues
Steven Colleman
Ramiro German Rodriguez Colmeiro
Marc Combalia
Anthony Costa
Xiaomeng Cui
Zhenzhen Dai
Lutao Dai
Laura Alexandra Daza
Eric Deutsch
Changxing Ding
Chao Dong
Shidu Dong
Wojciech Dudzik
Zach Eaton-Rosen
Gary Egan
Guilherme Escudero
Théo Estienne
Richard Everson
Jonathan Fabrizio
Yong-Xian Fan
Longwei Fang
Xue Feng
Enzo Ferrante
Lucas Fidon
Martin Fischer
Andrew P. French
Naomi Fridman
Huan Fu
David T. Fuentes
Yaozong Gao
Evan Gates
David Gering
Amir Gholami
Willi Gierke
Ben Glocker
Biwei Huang
Sandra González-Villá
T. Grosges
Yuanfang Guan
Sheng Guo
Sudeep Gupta
Woo-Sup Han
Il Song Han
Konstantin Harmuth
Huiguang He
Aura Hernández-Sabaté
Evelyn Herrmann
Naveen Himthani
Winston H. Hsu
Cheyu Hsu
Xiaojun Hu
Xiaobin Hu
Yan Hu
Yifan Hu
Rui Hua
Teng-Yi Huang
Weilin Huang
Sabine Van Huffel
Quan Huo
Vivek HV
Khan M. Iftekharuddin
Fabian Isensee
Mobarakol Islam
Aaron S. Jackson
Sachin R. Jambawalikar
Andrew Jesson
Weijian Jian
Peter Jin
V Jeya Maria Jose
Alain Jungo
Bernhard Kainz
Konstantinos Kamnitsas
Po-Yu Kao
Ayush Karnawat
Thomas Kellermeier
Adel Kermi
Kurt Keutzer
Mohamed Tarek Khadir
Mahendra Khened
Philipp Kickingereder
Geena Kim
Nik King
Haley Knapp
Urspeter Knecht
Lisa Kohli
Deren Kong
Xiangmao Kong
Simon Koppers
Avinash Kori
Ganapathy Krishnamurthi
Egor Krivov
Piyush Kumar
Kaisar Kushibar
Dmitrii Lachinov
Tryphon Lambrou
Joon-Young Lee
Chengen Lee
Yuehchou Lee
M Lee
Szidonia Lefkovits
Laszlo Lefkovits
James Levitt
Tengfei Li
Hongwei Bran Li
Wenqi Li
Hongyang Li
Xiaochuan Li
Yuexiang Li
Heng Li
Zhenye Li
Xiaoyu Li
Zeju Li
XiaoGang Li
Wenqi Li
Zheng Lin
Fengming Lin
Pietro Lio
Chang Liu
Boqiang Liu
Xiang Liu
Mingyuan Liu
Ju Liu
Luyan Liu
Xavier Llado
Marc Moreno Lopez
Pablo Ribalta Lorenzo
Zhentai Lu
Lin Luo
Zhigang Luo
Jun Ma
A. Mahajan
Thomas Mackie
Anant Madabushi
Issam Mahmoudi
A. Nazeri
Pradipta Maji
C. P. Mammen
Andreas Mang
B. S. Manjunath
Michal Marcinkiewicz
Jingyu Sun
Stephen McKenna
Richard McKinley
Miriam Mehl
Sachin Mehta
Raghav Mehta
Raphael Meier
Christoph Meinel
Dorit Merhof
Craig Meyer
Robert Miller
Sushmita Mitra
Aliasgar Moiyadi
David Molina-Garcia
Miguel A. B. Monteiro
Grzegorz Mrukwa
Andriy Myronenko
Jakub Nalepa
Thuyen Ngo
Dongjin Kwon
Holly Ning
Chen Niu
Nicholas K Nuechterlein
Eric Oermann
Arlindo L. Oliveira
Diego D. C. Oliveira
Arnau Oliver
Alexander F. I. Osman
Yu-Nian Ou
Sebastien Ourselin
Nikos Paragios
Moo Sung Park
Brad Paschke
J. Gregory Pauloski
Kamlesh Pawar
Nick Pawlowski
Linmin Pei
Suting Peng
Silvio M. Pereira
Julian Perez-Beteta
Victor M. Perez-Garcia
Simon Pezold
Bao Pham
A. Albiol
Gemma Piella
G. N. Pillai
Marie Piraud
Maxim Pisov
Anmol Popli
Michael P. Pound
Reza Pourreza
Prateek Prasanna
Vesna Prkovska
Tony P. Pridmore
Santi Puch
Élodie Puybareau
Buyue Qian
Xu Qiao
Martin Rajchl
Swapnil Rane
Michael Rebsamen
Hongliang Ren
Xuhua Ren
Karthik Revanuru
Mina Rezaei
Oliver Rippel
Luis Carlos Rivera
Charlotte Robert
Bruce Rosen
Alex Varghese
Mohammed Safwan
Mostafa Salem
A. Albiol
Irina Sanchez
Irina Sánchez
Heitor M. Santos
Emmett Sartor
Dawid Schellingerhout
Klaudius Scheufele
Matthew R. Scott
Artur A. Scussel
Sara Sedlar
Juan Pablo Serrano-Rubio
N. Jon Shah
Nameetha Shah
Mazhar Shaikh
B. Pranjal
Zeina A. Shboul
Haipeng Shen
Dinggang Shen
LinLin Shen
Haocheng Shen
Aaron Avery
Feng Shi
Hyung Eun Shin
Hai Shu
Diana Sima
Matthew Sinclair
Orjan Smedby
James M. Snyder
Mohammadreza Soltaninejad
Guidong Song
Mehul Soni
Jean Stawiaski
Shashank Subramanian
Li Sun
Roger Sun
Jiawei Sun
Kay Sun
Yu Sun
Guoxia Sun
Shuang Sun
Yannick R Suter
Laszlo Szilagyi
Sanjay Talbar
Dacheng Tao
Dacheng Tao
Zhongzhao Teng
Siddhesh P. Thakur
Meenakshi H Thakur
Sameer Tharakan
Pallavi Tiwari
Guillaume Tochon
Tuan Tran
Yuhsiang M. Tsai
Kuan-Lun Tseng
T. Tuan
Vadim Turlapov
Nicholas J. Tustison
Maria Vakalopoulou
Sergi Valverde
Rami Vanguri
Evgeny Vasiliev
Jonathan Ventura
Luis Vera
Tom Vercauteren
C. A. Verrastro
Lasitha Vidyaratne
Verónica Vilaplana
Ajeet Vivekanandan
Guotai Wang
Qian Wang
Chiatse J. Wang
Weichung Wang
Duo Wang
Ruixuan Wang
Yuanyuan Wang
Chunliang Wang
Guotai Wang
Ning Wen
Xin Wen
Leon Weninger
Wolfgang Wick
Shaocheng Wu
Qiang Wu
Yihong Wu
Yong-quan Xia
Yanwu Xu
Xiaowen Xu
Peiyuan Xu
Tsai-Ling Yang
Xiaoping Yang
Hao Yang
Junlin Yang
Haojin Yang
Guang Yang
Hongdou Yao
Xujiong Ye
Changchang Yin
Brett Young-Moxon
Jinhua Yu
Xiangyu Yue
Songtao Zhang
Angela Zhang
Kun Zhang
Xuejie Zhang
Lichi Zhang
Xiaoyue Zhang
Yi-Ju Chang
Lei Zhang
Jianguo Zhang
Xiang Zhang
Tianhao Zhang
Sicheng Zhao
Yu Zhao
Xiaomei Zhao
Liang Zhao
Yefeng Zheng
Liming Zhong
Chenhong Zhou
Xiaobing Zhou
Fan Zhou
Hongtu Zhu
Jin Zhu
Ying Zhuge
Weiwei Zong
Jayashree Kalpathy-Cramer
Keyvan Farahani
Christos Davatzikos
Koen van Leemput
Bjoern H. Menze
ArXivPDFHTML

Papers citing "Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge"

50 / 511 papers shown
Title
MRI brain tumor segmentation using informative feature vectors and
  kernel dictionary learning
MRI brain tumor segmentation using informative feature vectors and kernel dictionary learning
Seyedeh Mahya Mousavi
Mohammad Mostafavi
11
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A Non-monotonic Smooth Activation Function
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Koushik Biswas
Meghana Karri
Ulacs Baugci
16
1
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16 Oct 2023
Synthesizing Missing MRI Sequences from Available Modalities using Generative Adversarial Networks in BraTS Dataset
Ibrahim Ethem Hamamci
MedIm
37
1
0
11 Oct 2023
Compositional Representation Learning for Brain Tumour Segmentation
Compositional Representation Learning for Brain Tumour Segmentation
Xiao Liu
Antanas Kascenas
Hannah I. Watson
Sotirios A. Tsaftaris
Alison Q. OÑeil
29
1
0
10 Oct 2023
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural
  Operator
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator
Ken C. L. Wong
Hongzhi Wang
T. Syeda-Mahmood
41
0
0
05 Oct 2023
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and
  Parameter-Efficient 3D Image Segmentation
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation
Ken C. L. Wong
Hongzhi Wang
T. Syeda-Mahmood
42
1
0
05 Oct 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization
  Generative Adversarial Networks
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks
Meng Zhou
Matthias W. Wagner
U. Tabori
C. Hawkins
B. Ertl-Wagner
Farzad Khalvati
MedIm
19
5
0
02 Oct 2023
Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality
Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality
Hu Wang
Yuanhong Chen
Congbo Ma
Yuan Zhang
Jodie Avery
Gustavo Carneiro
Gustavo Carneiro
25
28
0
02 Oct 2023
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology
  and Pathology
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology
Amin Ranem
Niklas Babendererde
Moritz Fuchs
Anirban Mukhopadhyay
24
4
0
30 Sep 2023
Abdominal multi-organ segmentation in CT using Swinunter
Abdominal multi-organ segmentation in CT using Swinunter
Mingjin Chen
Yongkang He
Yongyi Lu
ViT
OOD
MedIm
21
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0
28 Sep 2023
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain
  Translation
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation
Tsiry Mayet
Simon Bernard
Clément Chatelain
Romain Hérault
DiffM
45
0
0
25 Sep 2023
Joint inversion of Time-Lapse Surface Gravity and Seismic Data for
  Monitoring of 3D CO$_2$ Plumes via Deep Learning
Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO2_22​ Plumes via Deep Learning
A. Celaya
Mauricio Araya-Polo
41
1
0
24 Sep 2023
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training
Shuang Zeng
Lei Zhu
Xinliang Zhang
Qian Chen
Hangzhou He
...
Zhaoheng Xie
Yanye Lu
Qiushi Ren
Zhaoheng Xie
Yanye Lu
33
0
0
21 Sep 2023
Image-level supervision and self-training for transformer-based
  cross-modality tumor segmentation
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation
Malo de Boisredon
Eugene Vorontsov
W. Le
Samuel Kadoury
MedIm
ViT
27
0
0
17 Sep 2023
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical
  Representations
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations
R. Dorent
Nazim Haouchie
Fryderyk Kogl
Samuel Joutard
Parikshit Juvekar
...
Sebastien Ourselin
Sarah F. Frisken
Tom Kamiel Magda Vercauteren
Tina Kapur
William M. Wells
31
6
0
15 Sep 2023
Segment Anything Model for Brain Tumor Segmentation
Segment Anything Model for Brain Tumor Segmentation
Peng Zhang
Yaping Wang
VLM
14
6
0
15 Sep 2023
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image
  Segmentation
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation
Xiang-Fei Wang
Ruizhi Wang
Jie Zhou
Thomas Lukasiewicz
Zhenghua Xu
39
0
0
08 Sep 2023
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few
  Exemplars
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars
W. Feng
Lingting Zhu
Lequan Yu
MedIm
19
19
0
27 Aug 2023
Tumor-Centered Patching for Enhanced Medical Image Segmentation
Tumor-Centered Patching for Enhanced Medical Image Segmentation
Mutyyba Asghar
A. R. Shahid
Akhtar Jamil
K. Aftab
S. Enam
19
1
0
23 Aug 2023
Computational limits to the legibility of the imaged human brain
Computational limits to the legibility of the imaged human brain
James K. Ruffle
Robert J. Gray
Samia Mohinta
Guilherme Pombo
Chaitanya Kaul
H. Hyare
Geraint Rees
P. Nachev
27
1
0
23 Aug 2023
FUTURE-AI: International consensus guideline for trustworthy and
  deployable artificial intelligence in healthcare
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir
Aasa Feragen
Abdul Joseph Fofanah
Alejandro F Frangi
Alena Buyx
...
Yi Zeng
Yunusa G Mohammed
Yves Saint James Aquino
Zohaib Salahuddin
M. P. Starmans
AI4TS
37
39
0
11 Aug 2023
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ
  Quantification: the FLARE22 Challenge
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge
Jun Ma
Y. Zhang
Song Gu
Cheng Ge
Shih-Ya Ma
...
Qiongjie Zhu
Guoqiang Dong
Jian He
the Flare Challenge Consortium
Bohui Wang
42
65
0
10 Aug 2023
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical
  Image Pre-training
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
Jeya Maria Jose Valanarasu
Yucheng Tang
Dong Yang
Ziyue Xu
Can Zhao
...
Vishal M. Patel
Bennett Landman
Daguang Xu
Yufan He
V. Nath
MedIm
23
13
0
31 Jul 2023
Cross-dimensional transfer learning in medical image segmentation with
  deep learning
Cross-dimensional transfer learning in medical image segmentation with deep learning
Hicham Messaoudi
Ahror Belaid
Douraied BEN SALEM
Pierre-Henri Conze
MedIm
30
24
0
29 Jul 2023
Deepfake Image Generation for Improved Brain Tumor Segmentation
Deepfake Image Generation for Improved Brain Tumor Segmentation
Roaá Al-Emaryeen
Sara Al-Nahhas
Fatima Himour
W. Mahafza
Omar Sultan Al-Kadi
MedIm
11
2
0
26 Jul 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature
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Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling
Hu Wang
Yuanhong Chen
Congbo Ma
Jodie Avery
Louise Hull
G. Carneiro
26
79
0
26 Jul 2023
Is attention all you need in medical image analysis? A review
Is attention all you need in medical image analysis? A review
G. Papanastasiou
Nikolaos Dikaios
Jiahao Huang
Chengjia Wang
Guang Yang
ViT
MedIm
25
23
0
24 Jul 2023
Learning to Segment from Noisy Annotations: A Spatial Correction
  Approach
Learning to Segment from Noisy Annotations: A Spatial Correction Approach
Jiacheng Yao
Yikai Zhang
Songzhu Zheng
Mayank Goswami
Prateek Prasanna
Chao Chen
41
15
0
21 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging:
  Recent advancements and future perspectives
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S. Kumari
Pravendra Singh
OOD
43
29
0
18 Jul 2023
Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images
Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images
Mariana-Iuliana Georgescu
MedIm
33
7
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14 Jul 2023
Does pre-training on brain-related tasks results in better
  deep-learning-based brain age biomarkers?
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?
Bruno Machado Pacheco
Victor Hugo Rocha de Oliveira
Augusto Antunes
Saulo D. S. Pedro
Danilo Silva
AI4CE
19
1
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11 Jul 2023
Source Identification: A Self-Supervision Task for Dense Prediction
Source Identification: A Self-Supervision Task for Dense Prediction
Shuai Chen
Subhradeep Kayal
Marleen de Bruijne
SSL
25
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05 Jul 2023
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors,
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The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT
N. Heller
Fabian Isensee
D. Trofimova
R. Tejpaul
Zhongchen Zhao
...
Susan Austin
M. Austin
S. Regmi
Nikolaos Papanikolopoulos
C. Weight
27
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Many tasks make light work: Learning to localise medical anomalies from
  multiple synthetic tasks
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks
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Jeremy Tan
Johanna P. Müller
Mischa Dombrowski
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Bernhard Kainz
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27
6
0
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Efficient Subclass Segmentation in Medical Images
Efficient Subclass Segmentation in Medical Images
Linrui Dai
Wenhui Lei
Xiaofan Zhang
21
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Inter-Rater Uncertainty Quantification in Medical Image Segmentation via
  Rater-Specific Bayesian Neural Networks
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks
Qingqiao Hu
Hao Wang
Jing Luo
Yuan Luo
Z. Zhangg
Jan S. Kirschke
Benedikt Wiestler
Bjoern H. Menze
Jianguo Zhang
Hongwei Bran Li
UQCV
13
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28 Jun 2023
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  Pre-Radiation MRI in WHO Grade 4 Glioma Patients
Prediction of Rapid Early Progression and Survival Risk with Pre-Radiation MRI in WHO Grade 4 Glioma Patients
W. Farzana
Mustafa M. Basree
N. Diawara
Zeina A. Shboul
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Marie M. Lockhart
M. Hamza
J. Palmer
Khan M. Iftekharuddin
AI4CE
16
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28 Jun 2023
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation
  on MRI Brain Tumor
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor
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Xinrong Hu
Yi Shi
Tsung-Yi Ho
46
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26 Jun 2023
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LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
D. M. Nguyen
Hoang Nguyen
Nghiem Tuong Diep
Tan Ngoc Pham
T. Cao
...
Nhat Ho
Shadi Albarqouni
P. Xie
Daniel Sonntag
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VLM
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34
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A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor
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A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation
Yu-Jen Chen
Yi Shi
Tsung-Yi Ho
31
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Modality-Agnostic Learning for Medical Image Segmentation Using
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Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation
Qisheng He
Nicholas Summerfield
Ming Dong
C. Glide-Hurst
27
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06 Jun 2023
Instructive Feature Enhancement for Dichotomous Medical Image
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Instructive Feature Enhancement for Dichotomous Medical Image Segmentation
Lian Liu
Hangyu Zhou
Jiongquan Chen
Sijing Liu
Wenlong Shi
Dong Ni
Deng-Ping Fan
Xin Yang
30
5
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06 Jun 2023
Brain tumor segmentation using synthetic MR images -- A comparison of
  GANs and diffusion models
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models
Muhammad Usman Akbar
Måns Larsson
Anders Eklund
DiffM
MedIm
20
29
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05 Jun 2023
Cross-Modal Vertical Federated Learning for MRI Reconstruction
Cross-Modal Vertical Federated Learning for MRI Reconstruction
Yu-bao Yan
Hong Wang
Yawen Huang
Nanjun He
Lei Zhu
Yuexiang Li
Yong Xu
Yefeng Zheng
OOD
FedML
27
23
0
05 Jun 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain
  Tumor MRI
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
Xiaofeng Liu
Helen A. Shih
Fangxu Xing
E. Santarnecchi
G. El Fakhri
Jonghye Woo
CLL
37
5
0
30 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation
  in Sub-Saharan Africa Patient Population (BraTS-Africa)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)
Maruf Adewole
J. Rudie
A. Gbadamosi
O. Toyobo
Confidence Raymond
...
Ujjwal Baid
Spyridon Bakas
Farouk Dako
A. Fatade
U. Anazodo
20
40
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Attention Mechanisms in Medical Image Segmentation: A Survey
Attention Mechanisms in Medical Image Segmentation: A Survey
Yutong Xie
Bing Yang
Qi Guan
Jianpeng Zhang
Qi Wu
Yong-quan Xia
ViT
MedIm
25
16
0
29 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics
  (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
A. Kazerooni
Nastaran Khalili
Xinyang Liu
Debanjan Haldar
Zhifan Jiang
...
Adam C. Resnick
B. Rood
A. Vossough
Spyridon Bakas
M. Linguraru
20
46
0
26 May 2023
Constrained Probabilistic Mask Learning for Task-specific Undersampled
  MRI Reconstruction
Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction
Tobias Weber
Michael Ingrisch
Bernd Bischl
David Rügamer
32
2
0
25 May 2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image
  Synthesis for Tumor Segmentation (BraSyn)
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
Hongwei Bran Li
G. Conte
Syed Muhammad Anwar
Florian Kofler
Ivan Ezhov
...
Spyridon Bakas
M. Linguraru
Bjoern H. Menze
Juan Eugenio Iglesias
Benedikt Wiestler
62
18
0
15 May 2023
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