Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1702.05747
Cited By
v1
v2 (latest)
A Survey on Deep Learning in Medical Image Analysis
19 February 2017
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A Survey on Deep Learning in Medical Image Analysis"
50 / 1,708 papers shown
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data
Hiroshi Takahashi
Tomoharu Iwata
Atsutoshi Kumagai
Yuuki Yamanaka
342
2
0
29 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
Theodore Zhao
Yu Gu
Jianwei Yang
Naoto Usuyama
Ho Hin Lee
...
B. Piening
Carlo Bifulco
Mu-Hsin Wei
Hoifung Poon
Sheng Wang
MedIm
335
119
0
21 May 2024
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches
Nand lal Yadav
Satyendra Singh
Rajesh Kumar
Sudhakar Singh
134
1
0
18 May 2024
3D Shape Augmentation with Content-Aware Shape Resizing
Mingxiang Chen
Jian Zhang
Bo Zhou
Yang Song
3DPC
140
0
0
15 May 2024
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation
Shishuai Hu
Zehui Liao
Zeyou Liu
Yong-quan Xia
OOD
282
3
0
14 May 2024
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models
Qili Zhou
Zhengyuan Wei
Haipeng Wang
Bo Jiang
William Chan
AAML
299
2
0
13 May 2024
HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
Aakash Tripathi
Asim Waqas
M. Schabath
Yasin Yilmaz
Ghulam Rasool
553
6
0
13 May 2024
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation
Suruchi Kumari
Pravendra Singh
191
2
0
12 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
Xingyu Li
Lu Peng
Yuping Wang
Weihua Zhang
AI4CE
MedIm
LM&MA
341
32
0
10 May 2024
MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences
Hartmut Häntze
Lina Xu
Felix J. Dorfner
Leonhard Donle
Daniel Truhn
...
Mathias Prokop
Bram van Ginneken
Alessa Hering
Lisa Christine Adams
Keno K. Bressem
208
4
0
10 May 2024
Gradient Flow Based Phase-Field Modeling Using Separable Neural Networks
Computer Methods in Applied Mechanics and Engineering (CMAME), 2024
R. Mattey
Susanta Ghosh
AI4CE
223
2
0
09 May 2024
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation
Jiashu Xu
Mamba
281
23
0
08 May 2024
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI
Keqiang Fan
Xiaohao Cai
M. Niranjan
MedIm
DiffM
283
2
0
08 May 2024
ResNCT: A Deep Learning Model for the Synthesis of Nephrographic Phase Images in CT Urography
Syed Jamal Safdar Gardezi
Lucas Aronson
Peter Wawrzyn
Hongkun Yu
E. J. Abel
...
Joshua Warner
G. Toia
Lu Mao
Pallavi Tiwari
Andrew L. Wentland
MedIm
220
1
0
07 May 2024
Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer
Qiuyu Zhu
Yiwei He
OODD
215
2
0
02 May 2024
Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges
Marwa Afnouch
F. Bougourzi
Olfa Gaddour
Fadi Dornaika
Abdelmalik Taleb-Ahmed
118
1
0
30 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale
Taro Langner
185
0
0
22 Apr 2024
Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation
Paulo Yanez Sarmiento
Simon Witzke
Nadja Klein
Bernhard Y. Renard
FAtt
AAML
272
0
0
22 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models
Yuyan Shi
Jialu Ma
Jin Yang
Shasha Wang
Yichi Zhang
MedIm
VLM
278
5
0
20 Apr 2024
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale
Xiaotang Gai
Chenyi Zhou
Jiaxiang Liu
Yang Feng
Jian Wu
Zuo-Qiang Liu
MedIm
243
11
0
18 Apr 2024
A Symmetric Regressor for MRI-Based Assessment of Striatal Dopamine Transporter Uptake in Parkinson's Disease With Enhanced Uncertainty Estimation
Walid Abdullah Al
Il Dong Yun
Yun Jung Bae
221
0
0
18 Apr 2024
Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition
Hao Feng
Yuanzhe Jia
Ruijia Xu
Mukesh Prasad
Ali Anaissi
Ali Braytee
133
4
0
16 Apr 2024
Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective
Khushnaseeb Roshan
Aasim Zafar
AAML
160
13
0
15 Apr 2024
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification
Zhenwei Wang
Qiule Sun
Bingbing Zhang
Pengfei Wang
Jianxin Zhang
Qiang Zhang
VLM
305
4
0
13 Apr 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models
Weiwei Cao
Jianpeng Zhang
Yingda Xia
Tony C. W. Mok
Zi Li
X. Ye
Le Lu
Jian Zheng
Yuxing Tang
Ling Zhang
223
14
0
07 Apr 2024
ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging
Iury B. de A. Santos
André C.P.L.F. de Carvalho
MedIm
171
2
0
06 Apr 2024
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks
Dongang Wang
Peilin Liu
Hengrui Wang
H. Beadnall
K. Kyle
...
Tom Weidong Cai
Wanli Ouyang
Fernando Calamante
Michael Barnett
Chenyu Wang
152
2
0
04 Apr 2024
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation
Expert systems with applications (ESWA), 2024
Zhuoyuan Wang
Dongming Sun
Xiangyun Zeng
Ruodai Wu
Yi Wang
205
1
0
02 Apr 2024
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images
Linchen Qian
Jiasong Chen
Linhai Ma
Timur Urakov
Weiyong Gu
Liang Liang
MedIm
275
3
0
30 Mar 2024
A Geometric Explanation of the Likelihood OOD Detection Paradox
Hamidreza Kamkari
Brendan Leigh Ross
Jesse C. Cresswell
M. Volkovs
Rahul G. Krishnan
Gabriel Loaiza-Ganem
OODD
348
14
0
27 Mar 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation
Yongrui Yu
Hanyu Chen
Zitian Zhang
Qiong Xiao
Wenhui Lei
...
Yu Fu
Hui Tan
Guan Wang
Peng Gao
Xiaofan Zhang
MedIm
DiffM
207
7
0
26 Mar 2024
DeepKnowledge: Generalisation-Driven Deep Learning Testing
S. Missaoui
Simos Gerasimou
Nikolaos Matragkas
183
1
0
25 Mar 2024
DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks
Dominik Müller
Philip Meyer
Lukas Rentschler
Robin Manz
Jonas Bäcker
...
Christoph Wengenmayr
Bruno Märkl
Ralf Huss
Iñaki Soto Rey
Johannes Raffler
201
7
0
25 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes
Tianwei Zhang
Dong Wei
Mengmeng Zhua
Shi Gu
Yefeng Zheng
SSL
185
0
0
25 Mar 2024
MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline
Yasamin Medghalchi
N. Zakariaei
Arman Rahmim
Ilker Hacihaliloglu
MedIm
185
5
0
25 Mar 2024
Towards Large-Scale Training of Pathology Foundation Models
kaiko.ai
N. Aben
Edwin D. de Jong
Ioannis Gatopoulos
Nicolas Kanzig
Mikhail Karasikov
Axel Lagré
Roman Moser
J. Doorn
Fei Tang
MedIm
AI4CE
206
19
0
24 Mar 2024
CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers
Alex Ranne
Liming Kuang
Yordanka Velikova
Nassir Navab
F. R. Y. Baena
OOD
171
2
0
21 Mar 2024
Robustness Verifcation in Neural Networks
Adrian Wurm
221
0
0
20 Mar 2024
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images
Somenath Kuiry
Alaka Das
M. Nasipuri
N. Das
152
1
0
16 Mar 2024
RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Zhixiu Lu
Hailong Li
N. Parikh
Jonathan R. Dillman
Lili He
MedIm
VLM
464
7
0
15 Mar 2024
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
Computer Vision and Pattern Recognition (CVPR), 2024
Soikat Hasan Ahmed
Jan Finkbeiner
Emre Neftci
388
0
0
15 Mar 2024
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs
medRxiv (medRxiv), 2024
Neel Kanwal
Farbod Khoraminia
Umay Kiraz
Andrés Mosquera-Zamudio
Carlos Monteagudo
Emiel A. M. Janssen
T. Zuiverloon
Chunmig Rong
K. Engan
MoE
241
13
0
12 Mar 2024
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Hairong Shi
Songhao Han
Shaofei Huang
Yue Liao
Guanbin Li
Xiangxing Kong
Hua Zhu
Xiaomu Wang
Si Liu
MedIm
196
8
0
09 Mar 2024
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation
Jianfei Liu
Christopher Parnell
Ronald M. Summers
134
2
0
06 Mar 2024
Artificial Intelligence and Diabetes Mellitus: An Inside Look Through the Retina
Yasin Sadeghi Bazargani
Majid Mirzaei
Navid Sobhi
M. Abdollahi
Ali Jafarizadeh
Siamak Pedrammehr
R. Alizadehsani
R. Tan
Sheikh Mohammad Shariful Islam
U. R. Acharya
183
11
0
28 Feb 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation
Hanan Gani
Muzammal Naseer
Fahad Khan
Salman Khan
240
1
0
27 Feb 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
Abolfazl Younesi
Mohsen Ansari
Mohammadamin Fazli
A. Ejlali
Muhammad Shafique
Joerg Henkel
3DV
406
124
0
23 Feb 2024
Self-supervised Visualisation of Medical Image Datasets
I. V. Nwabufo
Jan Niklas Böhm
Philipp Berens
D. Kobak
192
1
0
22 Feb 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence
Penghai Zhao
Shu Zhang
Ming-Ming Cheng
Jian Yang
Xiang Li
415
4
0
20 Feb 2024
Compression Repair for Feedforward Neural Networks Based on Model Equivalence Evaluation
Zihao Mo
Yejiang Yang
Shuaizheng Lu
Weiming Xiang
185
1
0
18 Feb 2024
Previous
1
2
3
...
5
6
7
...
33
34
35
Next