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A Systematic Collection of Medical Image Datasets for Deep Learning

A Systematic Collection of Medical Image Datasets for Deep Learning

24 June 2021
Johann Li
Guangming Zhu
Cong Hua
Mingtao Feng
Basheer Bennamoun
Ping Li
Xiaoyuan Lu
Juan Song
Peiyi Shen
Xu Xu
Lin Mei
Liang Zhang
Syed Afaq Ali Shah
Bennamoun
    OOD
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Papers citing "A Systematic Collection of Medical Image Datasets for Deep Learning"

20 / 20 papers shown
Title
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A systematic literature review
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A systematic literature review
Yuezhe Yang
Boyu Yang
Yaqian Wang
Yang He
Xingbo Dong
Zhe Jin
38
0
0
15 Apr 2025
BI-RADS prediction of mammographic masses using uncertainty information extracted from a Bayesian Deep Learning model
BI-RADS prediction of mammographic masses using uncertainty information extracted from a Bayesian Deep Learning model
Mohaddeseh Chegini
Ali Mahloojifar
53
1
0
18 Mar 2025
Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for Pulmonary Embolism Diagnosis and Report Generation from CTPA
Z. Zhong
Yuli Wang
Lulu Bi
Zhuoqi Ma
S. H. Ahn
...
Webster Stayman
Todd M. Kolb
I. Kamel
Harrison X. Bai
Zhicheng Jiao
LM&MA
61
0
0
03 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
Tassilo Wald
Saikat Roy
Fabian Isensee
Constantin Ulrich
Sebastian Ziegler
D. Trofimova
Raphael Stock
Michael Baumgartner
Gregor Köhler
Klaus H. Maier-Hein
ViT
MedIm
42
1
0
03 Mar 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
Vishwesh Nath
Wenqi Li
Dong Yang
Andriy Myronenko
Mingxin Zheng
...
Holger Roth
Daguang Xu
Baris Turkbey
Holger Roth
Daguang Xu
VLM
90
4
0
19 Nov 2024
3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large
  Vision-Language Models
3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models
Hao Chen
Wei Zhao
Yingli Li
Tianyang Zhong
Yisong Wang
...
Lei Guo
Junwei Han
Tianming Liu
Jun Liu
Tuo Zhang
MedIm
LM&MA
20
1
0
28 Sep 2024
PRECISe : Prototype-Reservation for Explainable Classification under
  Imbalanced and Scarce-Data Settings
PRECISe : Prototype-Reservation for Explainable Classification under Imbalanced and Scarce-Data Settings
Vaibhav Ganatra
Drishti Goel
37
0
0
11 Aug 2024
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image
  Translation for Robotic Ultrasonography
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography
Yuhan Song
N. Chong
MedIm
27
2
0
03 Jun 2024
Multi-dimension Transformer with Attention-based Filtering for Medical
  Image Segmentation
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation
Wentao Wang
Xi Xiao
Mingjie Liu
Qing Tian
Xuanyao Huang
Qizhen Lan
S. K. Roy
Tianyang Wang
MedIm
37
1
0
20 May 2024
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
Ibrahim Ethem Hamamci
Sezgin Er
Bjoern H. Menze
MedIm
33
20
0
11 Mar 2024
Copycats: the many lives of a publicly available medical imaging dataset
Copycats: the many lives of a publicly available medical imaging dataset
Amelia Jiménez-Sánchez
Natalia-Rozalia Avlona
Dovile Juodelyte
Théo Sourget
Caroline Vang-Larsen
Anna Rogers
Hubert Dariusz Zajkac
V. Cheplygina
14
0
0
09 Feb 2024
Additional Look into GAN-based Augmentation for Deep Learning COVID-19
  Image Classification
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification
Oleksandr Fedoruk
Konrad Klimaszewski
Aleksander Ogonowski
Michal Kruk
MedIm
15
4
0
26 Jan 2024
Resource-Limited Automated Ki67 Index Estimation in Breast Cancer
Resource-Limited Automated Ki67 Index Estimation in Breast Cancer
J. Gliozzo
Giosuè Cataldo Marinò
A. Bonometti
Marco Frasca
Dario Malchiodi
8
0
0
22 Dec 2023
Domain Generalization in Computational Pathology: Survey and Guidelines
Domain Generalization in Computational Pathology: Survey and Guidelines
Mostafa Jahanifar
M. Raza
Kesi Xu
T. Vuong
R. Jewsbury
...
Neda Zamanitajeddin
Jin Tae Kwak
S. Raza
F. Minhas
Nasir M. Rajpoot
OOD
18
17
0
30 Oct 2023
Transformers in Small Object Detection: A Benchmark and Survey of
  State-of-the-Art
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art
Aref Miri Rekavandi
Shima Rashidi
F. Boussaïd
Stephen Hoefs
Emre Akbas
Bennamoun
ViT
31
23
0
10 Sep 2023
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical
  Image Segmentation with Small Training Data
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data
Haoyuan Chen
Yufei Han
Pin Xu
Yanyi Li
Kuan Li
Jianping Yin
21
0
0
07 Sep 2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia
  Visual Inspection
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection
Yichen Zhang
Yifang Yin
Ying Zhang
Zhenguang Liu
Zheng Wang
Roger Zimmermann
16
2
0
19 Aug 2023
Trichomonas Vaginalis Segmentation in Microscope Images
Trichomonas Vaginalis Segmentation in Microscope Images
Lin Li
Jingyi Liu
Shuo Wang
Xun Wang
Tian-Zhu Xiang
33
7
0
03 Jul 2022
Heterogeneity Loss to Handle Intersubject and Intrasubject Variability
  in Cancer
Heterogeneity Loss to Handle Intersubject and Intrasubject Variability in Cancer
Shubham Goswami
Suril Mehta
Dhruva Sahrawat
Anubha Gupta
Ritu Gupta
13
14
0
06 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
  Applications
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
948
20,214
0
17 Apr 2017
1