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
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Aishik Konwer
Zhijian Yang
Erhan Bas
Cao Xiao
Prateek Prasanna
Parminder Bhatia
Taha A. Kass-Hout
MedIm
VLM
335
6
0
06 Mar 2025
VoiceGRPO: Modern MoE Transformers with Group Relative Policy Optimization GRPO for AI Voice Health Care Applications on Voice Pathology Detection
Enkhtogtokh Togootogtokh
Christian Klasen
MedIm
190
2
0
05 Mar 2025
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
Jiacheng Zhang
Benjamin I. P. Rubinstein
Jing Zhang
Yifan Zhang
369
0
0
04 Mar 2025
Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Seunghun Baek
Injun Choi
Mustafa Dere
Minjeong Kim
Guorong Wu
Won Hwa Kim
281
3
0
03 Mar 2025
Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
Shijia Zhang
Xiyu Ding
Brian Caffo
Junyu Chen
Cindy Zhang
Hadi Kharrazi
Zheyu Wang
MedIm
207
0
0
01 Mar 2025
Post-Hoc Uncertainty Quantification in Pre-Trained Neural Networks via Activation-Level Gaussian Processes
Richard Bergna
Stefan Depeweg
Sergio Calvo-Ordoñez
Jonathan Plenk
Alvaro Cartea
Jose Miguel Hernandez-Lobato
UQCV
AI4CE
201
2
0
28 Feb 2025
Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2
Utku Ozbulak
Seyed Amir Mousavi
Francesca Tozzi
Nikdokht Rashidian
W. Willaert
W. D. Neve
J. Vankerschaver
231
1
0
28 Feb 2025
Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification
Anyimadu Daniel Tweneboah
Suleiman Taofik Ahmed
Hossain Mohammad Imran
241
1
0
26 Feb 2025
Quantum Annealing Feature Selection on Light-weight Medical Image Datasets
Scientific Reports (Sci Rep), 2025
M. Nau
Luca A. Nutricati
Bruno Camino
Paul A. Warburton
Andreas Maier
312
1
0
26 Feb 2025
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
Zhuoqin Yang
Jiansong Zhang
Xiaoling Luo
Zheng Lu
Linlin Shen
MedIm
327
8
0
25 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
B. Shirokikh
Anvar Kurmukov
Mariia Donskova
Valentin Samokhin
Mikhail Belyaev
Ivan Oseledets
OOD
267
0
0
24 Feb 2025
IBURD: Image Blending for Underwater Robotic Detection
IEEE International Conference on Robotics and Automation (ICRA), 2025
Jungseok Hong
Sakshi Singh
Junaed Sattar
468
3
0
24 Feb 2025
Utilizing AI and Machine Learning for Predictive Analysis of Post-Treatment Cancer Recurrence
Online (Weston, Conn.) (OWC), 2023
Muhammad Umer Qayyum
Muhammad Fahad
Nasrullah Abbasi
AI4CE
137
4
0
20 Feb 2025
Using Graph Convolutional Networks to Address fMRI Small Data Problems
Thomas Screven
Andras Necz
J. Smucny
Ian Davidson
GNN
MedIm
129
1
0
19 Feb 2025
OCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging
Zihao Han
Philippe De Wilde
ViT
257
0
0
17 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review
Ufaq Khan
Umair Nawaz
A. Qayyum
Shazad Ashraf
Yutong Xie
Muhammad Haris Khan
Muhammad Bilal
Junaid Qadir
474
6
0
16 Feb 2025
DCENWCNet: A Deep CNN Ensemble Network for White Blood Cell Classification with LIME-Based Explainability
Sibasish Dhibar
235
5
0
08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yuting He
Boyu Wang
Rongjun Ge
Yang Chen
Guanyu Yang
Shuo Li
MedIm
AAML
307
4
0
07 Feb 2025
Leveraging Video Vision Transformer for Alzheimer's Disease Diagnosis from 3D Brain MRI
Taymaz Akan
Sait Alp
Md. Shenuarin Bhuiyan
Elizabeth A. Disbrow
Steven A. Conrad
John A. Vanchiere
Christopher G. Kevil
M. A. N. Bhuiyan
MedIm
167
5
0
28 Jan 2025
Motion-enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module
M. Hasan
Guang Yang
Choon Hwai Yap
263
0
0
24 Jan 2025
Synthetic CT image generation from CBCT: A Systematic Review
IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2025
Alzahra Altalib
Scott McGregor
Chunhui Li
Alessandro Perelli
DiffM
MedIm
179
12
0
22 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Yun Zhu
Dong Zhang
Yi Lin
Yifei Feng
Jinhui Tang
Mamba
269
21
0
03 Jan 2025
A Prototype Unit for Image De-raining using Time-Lapse Data
British Machine Vision Conference (BMVC), 2024
Jaehoon Cho
Minjung Yoo
Jini Yang
Sunok Kim
193
0
0
27 Dec 2024
Pretraining with random noise for uncertainty calibration
Jeonghwan Cheon
Se-Bum Paik
OnRL
497
2
0
23 Dec 2024
Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation
Changsun Lee
Sangjoon Park
Cheong-Il Shin
Woo Hee Choi
Hyun Jeong Park
J. Lee
Jong Chul Ye
445
11
0
18 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yimu Pan
Sitao Zhang
Alison D. Gernand
Jeffery A. Goldstein
J. Z. Wang
312
2
0
17 Dec 2024
ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Haonan Xu
Yang Yang
OODD
261
2
0
17 Dec 2024
Mask Enhanced Deeply Supervised Prostate Cancer Detection on B-mode Micro-Ultrasound
Lichun Zhang
Steve Zhou
Moon Hyung Choi
Jeong Hoon Lee
Shengtian Sang
...
Wei Shao
Ahmed N. El Kaffas
Richard E. Fan
G. Sonn
M. Rusu
MedIm
267
0
0
14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven
Dilshod Azizov
Muhammad Arslan Manzoor
Velibor Bojkovic
Yingxu Wang
Liang Luo
...
Liang Li
Houcheng Su
Yu Zhong
Wei Liu
Shangsong Liang
OOD
AI4TS
MedIm
301
0
0
13 Dec 2024
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis
Raj Hansini Khoiwal
Alan B. McMillan
MedIm
161
2
0
12 Dec 2024
LDM-Morph: Latent diffusion model guided deformable image registration
Jiong Wu
Kuang Gong
MedIm
299
4
0
23 Nov 2024
SP
3
{ }^3
3
: Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation
Shiman Li
Jiayue Zhao
Shaolei Liu
Xiaokun Dai
Chenxi Zhang
Zhijian Song
283
0
0
18 Nov 2024
Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods
Baljinnyam Dayan
LM&MA
ViT
MedIm
183
1
0
18 Nov 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling
Akansh Agrawal
Akshan Agrawal
Shashwat Gupta
Priyanka Bagade
Mamba
366
6
0
18 Nov 2024
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification
Industrial Conference on Data Mining (IDM), 2024
Minhee Jang
Juheon Son
Thanaporn Viriyasaranon
Junho Kim
Jang-Hwan Choi
MedIm
352
0
0
17 Nov 2024
FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
Rishit Kapoor
Jesher Joshua
Muralidharan Vijayarangan
Natarajan B
FedML
OOD
283
1
0
15 Nov 2024
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI
Bruno Viti
Franz Thaler
Kathrin Lisa Kapper
M. Urschler
Martin Holler
Elias Karabelas
252
0
0
11 Nov 2024
Lost in Context: The Influence of Context on Feature Attribution Methods for Object Recognition
Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2024
Sayanta Adhikari
Rishav Kumar
Konda Reddy Mopuri
Rajalakshmi Pachamuthu
244
0
0
05 Nov 2024
Benchmarking XAI Explanations with Human-Aligned Evaluations
Rémi Kazmierczak
Steve Azzolin
Eloise Berthier
Anna Hedström
Patricia Delhomme
...
Goran Frehse
Baptiste Caramiaux
Baptiste Caramiaux
Andrea Passerini
Gianni Franchi
437
5
0
04 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
Yufeng Jiang
Zongxi Li
Xiangyan Chen
Haoran Xie
Jing Cai
Mamba
289
8
0
31 Oct 2024
Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment
Junlin Guo
Siqi Lu
C. Cui
Ruining Deng
Tianyuan Yao
...
Catie Chang
Mitchell Wilkes
Mengmeng Yin
Haichun Yang
Yuankai Huo
MedIm
257
3
0
31 Oct 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Abbas Khan
Muhammad Asad
Ziquan Liu
C. Roney
Gregory Slabaugh
210
1
0
30 Oct 2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency
Aidan Boyd
M. Trabelsi
H. Uzunalioglu
Dan Kushnir
FAtt
225
0
0
21 Oct 2024
Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions
Aimina Ali Eli
Abida Ali
OOD
AAML
134
1
0
18 Oct 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection
Sin Chee Chin
Wei Wei
Lee Yeong Khang
Wenming Yang
MedIm
234
0
0
15 Oct 2024
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data
International Conference on Neural Information Processing (ICONIP), 2024
Jingyun Yang
Jun Wang
Guoqing Zhang
Yang Li
229
1
0
09 Oct 2024
Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images
Rabeya Tus Sadia
Jie Zhang
Jin Chen
MedIm
171
3
0
05 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation
Jiashu Xu
ViT
LM&MA
MedIm
206
2
0
03 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI
Asian Conference on Computer Vision (ACCV), 2024
Jonghun Kim
Mansu Kim
Hyunjin Park
MedIm
ViT
139
1
0
01 Oct 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models
Haolin Li
Yuhang Zhou
Ziheng Zhao
Siyuan Du
Jiangchao Yao
Weidi Xie
Ya Zhang
Yanfeng Wang
271
2
0
29 Sep 2024
Previous
1
2
3
4
5
...
33
34
35
Next
Page 4 of 35
Page
of 35
Go
