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A Survey on Deep Learning in Medical Image Analysis
v1v2 (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
ArXiv (abs)PDFHTML

Papers citing "A Survey on Deep Learning in Medical Image Analysis"

50 / 1,708 papers shown
ADNF-Clustering: An Adaptive and Dynamic Neuro-Fuzzy Clustering for Leukemia Prediction
ADNF-Clustering: An Adaptive and Dynamic Neuro-Fuzzy Clustering for Leukemia Prediction
Marco Aruta
Ciro Listone
Giuseppe Murano
Aniello Murano
104
0
0
23 Jun 2025
CSDN: A Context-Gated Self-Adaptive Detection Network for Real-Time Object Detection
CSDN: A Context-Gated Self-Adaptive Detection Network for Real-Time Object Detection
Haolin Wei
ObjD
245
0
0
21 Jun 2025
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
Syed Haider Ali
Asrar Ahmad
Muhammad Ali
Asifullah Khan
Muhammad Shahban
141
0
0
18 Jun 2025
orGAN: A Synthetic Data Augmentation Pipeline for Simultaneous Generation of Surgical Images and Ground Truth Labels
orGAN: A Synthetic Data Augmentation Pipeline for Simultaneous Generation of Surgical Images and Ground Truth Labels
Niran Nataraj
Maina Sogabe
Kenji Kawashima
MedIm
177
0
0
17 Jun 2025
Dynamic Epistemic Friction in Dialogue
Dynamic Epistemic Friction in Dialogue
Timothy Obiso
Kenneth Lai
Abhijnan Nath
Nikhil Krishnaswamy
James Pustejovsky
251
0
0
12 Jun 2025
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images
Hangbei Cheng
Xiaorong Dong
Xueyu Liu
Jianan Zhang
Xuetao Ma
Mingqiang Wei
Liansheng Wang
Junxin Chen
Yongfei Wu
Mamba
131
0
0
09 Jun 2025
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling
Hangyu Ji
Mamba
265
0
0
05 Jun 2025
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
George R. Nahass
Zhu Wang
Homa Rashidisabet
Won Hwa Kim
Sasha Hubschman
...
Chad A. Purnell
Chad A. Purnell
P. Setabutr
Ann Q. Tran
Darvin Yi
MUOOD
354
0
0
28 May 2025
Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2
Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2
Md. Zahid Hossain
Mustofa Ahmed
Most. Sharmin Sultana Samu
Md. Rakibul Islam
MedIm
197
1
0
27 May 2025
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation
Jakov Samardžija
Donik Vršnak
Sven Lončarić
MedIm
187
0
0
26 May 2025
An Artificial Intelligence Model for Early Stage Breast Cancer Detection from Biopsy Images
An Artificial Intelligence Model for Early Stage Breast Cancer Detection from Biopsy Images
Neil Chaudhary
Zaynah Dhunny
152
0
0
24 May 2025
Tropical Geometry Based Edge Detection Using Min-Plus and Max-Plus Algebra
Tropical Geometry Based Edge Detection Using Min-Plus and Max-Plus Algebra
Shivam Kumar Jha S
Jaya NN Iyer
66
0
0
24 May 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
Zhihua Liu
Amrutha Saseendran
Lei Tong
Xilin He
Fariba Yousefi
...
Dino Oglic
Tom Diethe
Philip Teare
Huiyu Zhou
Chen Jin
VLM
603
3
0
23 May 2025
Auto-nnU-Net: Towards Automated Medical Image Segmentation
Auto-nnU-Net: Towards Automated Medical Image Segmentation
Jannis Becktepe
Leona Hennig
Steffen Oeltze-Jafra
Marius Lindauer
535
2
0
22 May 2025
Last Layer Empirical Bayes
Last Layer Empirical Bayes
Valentin Villecroze
Yixin Wang
Gabriel Loaiza-Ganem
UQCVBDL
239
0
0
21 May 2025
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT Images
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT Images
Muniba Noreen
Furqan Shaukat
ViT
279
1
0
21 May 2025
Open-Set Semi-Supervised Learning for Long-Tailed Medical Datasets
Open-Set Semi-Supervised Learning for Long-Tailed Medical DatasetsIEEE International Symposium on Biomedical Imaging (ISBI), 2025
Daniya Najiha Abdul Kareem
Jean Lahoud
Mustansar Fiaz
Amandeep Kumar
Hisham Cholakkal
OOD
402
0
0
20 May 2025
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis
Muhammad Zubair
Muzammil Hussai
Mousa Ahmad Al-Bashrawi
Malika Bendechache
Muhammad Owais
153
20
0
18 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
Yixuan Dong
Fang-Yi Su
Jung-Hsien Chiang
DiffM
224
0
0
17 May 2025
Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease Grading
Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease GradingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Shuo Tong
Shangde Gao
Ke Liu
Zihang Huang
Hongxia Xu
Haochao Ying
Jian Wu
216
1
0
01 May 2025
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight
Jiajun Ding
Beiyao Zhu
Xiaosheng Liu
Lishen Zhang
Zhao Liu
299
0
0
29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
Sara Yavari
Jacob Furst
CLL
297
4
0
28 Apr 2025
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI
Hugo Georgenthum
Cristian Cosentino
Fabrizio Marozzo
Pietro Liò
MedIm
922
1
0
28 Apr 2025
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed TomographyJournal of Microscopy (J. Microsc.), 2025
Tristan Manchester
Adam Anders
Julio Spadotto
Hannah Eccleston
William Beavan
Hugues Arcis
Brian J. Connolly
264
0
0
27 Apr 2025
A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption
A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical AdoptionInformation Fusion (Inf. Fusion), 2025
Pedro A. Moreno-Sánchez
Javier Del Ser
Mark van Gils
Jussi Hernesniemi
118
2
0
27 Apr 2025
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks
Ashkan Shakarami
Yousef Yeganeh
Azade Farshad
Lorenzo Nicolè
Stefano Ghidoni
Nassir Navab
324
2
0
21 Apr 2025
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceBritish Machine Vision Conference (BMVC), 2025
Oliver Mills
Philip G. Conaghan
Nishant Ravikumar
Samuel D. Relton
MedIm
365
0
0
17 Apr 2025
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
David K. Park
Xihaier Luo
Guang Zhao
Seungjun Lee
Miruna Oprescu
Shinjae Yoo
AI4TS
220
1
0
16 Apr 2025
Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing
Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing
I. Isler
David Mohaisen
C. Lisle
D. Turgut
Ulas Bagci
251
3
0
16 Apr 2025
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey
Siteng Ma
Honghui Du
Yu An
Jing Wang
Qinqin Wang
Haochang Wu
Aonghus Lawlor
Ruihai Dong
367
0
0
15 Apr 2025
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations
Mahshad Lotfinia
Arash Tayebiarasteh
Samaneh Samiei
Mehdi Joodaki
Soroosh Tayebi Arasteh
329
0
0
11 Apr 2025
A Lightweight Large Vision-language Model for Multimodal Medical Images
A Lightweight Large Vision-language Model for Multimodal Medical Images
Belal Alsinglawi
Chris McCarthy
Sara Webb
Christopher Fluke
Navid Toosy Saidy
LM&MA
257
0
0
08 Apr 2025
An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides
An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides
Abdurrahim Yilmaz
Serra Atilla Aydin
Deniz Temur
Furkan Yuceyalcin
Berkin Deniz Kahya
Rahmetullah Varol
Ozay Gokoz
G. Gencoglan
H. Uvet
Gonca Elcin
120
0
0
07 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?Information Processing in Medical Imaging (IPMI), 2025
Julio Silva-Rodríguez
Jose Dolz
Ismail ben Ayed
VLMMedIm
230
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0
07 Apr 2025
Your Image Generator Is Your New Private Dataset
Your Image Generator Is Your New Private DatasetImage and Vision Computing (IVC), 2025
Nicolo Resmini
Eugenio Lomurno
Cristian Sbrolli
Matteo Matteucci
346
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0
06 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
Bashir Alam
Masa Cirkovic
Mete Harun Akcay
Md Kaf Shahrier
S. Lafond
Hergys Rexha
Kurt Benke
Sepinoud Azimi
J. Arslan
137
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0
06 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis
Xi Wang
Ziqi He
Yang Zhou
348
2
0
04 Apr 2025
Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition Time
Equivariant Spherical CNNs for Accurate Fiber Orientation Distribution Estimation in Neonatal Diffusion MRI with Reduced Acquisition TimeFrontiers in Neuroscience (Front. Neurosci.), 2025
Haykel Snoussi
Davood Karimi
DiffMMedIm
172
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0
02 Apr 2025
A Multi-Site Study on AI-Driven Pathology Detection and Osteoarthritis Grading from Knee X-Ray
A Multi-Site Study on AI-Driven Pathology Detection and Osteoarthritis Grading from Knee X-Ray
Bargava Subramanian
Naveen Kumarasami
Praveen Shastry
Kalyan Sivasailam
Anandakumar D
Keerthana R
Mounigasri M
Abilaasha G
Kishore Prasath Venkatesh
140
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28 Mar 2025
iMedImage Technical Report
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Ran Wei
ZhiXiong Lan
Qing Yan
Ning Song
Ming Lv
LongQing Ye
280
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27 Mar 2025
3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging
3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging
Bargava Subramanian
Naveen Kumarasami
Praveen Shastry
Kalyan Sivasailam
Anandakumar D
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Harsha KG
R. García-Vázquez
Harini T
Afshin Hussain
Kishore Prasath Venkatesh
183
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26 Mar 2025
AI-Driven MRI Spine Pathology Detection: A Comprehensive Deep Learning Approach for Automated Diagnosis in Diverse Clinical Settings
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Bargava Subramanian
Naveen Kumarasami
Praveen Shastry
Raghotham Sripadraj
Kalyan Sivasailam
Anandakumar D
Abinaya Ramachandran
Sudhir MP
Gunakutti G
Kishore Prasath Venkatesh
226
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Exploiting Temporal State Space Sharing for Video Semantic Segmentation
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Syed Ariff Syed Hesham
Yun-Hai Liu
Guolei Sun
Henghui Ding
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Ender Konukoglu
Xue Geng
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241
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SALT: Parameter-Efficient Fine-Tuning via Singular Value Adaptation with Low-Rank Transformation
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Abdelrahman Elsayed
Sarim Hashmi
Mohammed Elseiagy
Hu Wang
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321
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Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging
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Hanae Elmekki
Saidul Islam
Ahmed Alagha
Hani Sami
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R. Mizouni
Hadi Otrok
Shakti Singh
Azzam Mourad
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BI-RADS prediction of mammographic masses using uncertainty information extracted from a Bayesian Deep Learning model
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Convolutional neural network for early detection of lameness and irregularity in horses using an IMU sensor
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Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection
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154
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AI and Deep Learning for Automated Segmentation and Quantitative Measurement of Spinal Structures in MRI
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Bhawana Sonawane
Kavya Mohan
Naveen Kumarasami
Anandakumar D
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Kaviya SP
Kishore Prasath Venkatesh
Bargava Subramanian
Kalyan Sivasailam
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235
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Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans
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Ashok Sharma
Kavya Mohan
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Mounigasri M
Keerthana R
Kishore Prasath Venkatesh
Bargava Subramanian
Kalyan Sivasailam
253
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