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DoubleU-Net: A Deep Convolutional Neural Network for Medical Image
  Segmentation
v1v2 (latest)

DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

8 June 2020
Debesh Jha
Michael A. Riegler
Dag Johansen
Pål Halvorsen
Haavard D. Johansen
    SSeg
ArXiv (abs)PDFHTML

Papers citing "DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation"

50 / 122 papers shown
Eevee: Towards Close-up High-resolution Video-based Virtual Try-on
Eevee: Towards Close-up High-resolution Video-based Virtual Try-on
Jianhao Zeng
Y. Bai
Ruidong Chen
Xuanpu Zhang
Lei-huan Sun
Dongyang Jin
Ryan Xu
Nannan Zhang
Dan Song
Xiangxiang Chu
191
0
0
24 Nov 2025
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
Aashish Ghimire
Jun Zeng
Roshan Paudel
Nikhil Kumar Tomar
Deepak Ranjan Nayak
Harshith Reddy Nalla
Vivek Jha
Glenda Reynolds
Debesh Jha
Mamba
267
0
0
18 Nov 2025
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV NavigationInformation Fusion (Inf. Fusion), 2024
Lingfeng Zhang
Y. Zhang
Hongsheng Li
Haoxiang Fu
Yingbo Tang
Hangjun Ye
Long Chen
Xiaojun Liang
Xiaoshuai Hao
Wenbo Ding
142
12
0
17 Nov 2025
MTMed3D: A Multi-Task Transformer-Based Model for 3D Medical Imaging
MTMed3D: A Multi-Task Transformer-Based Model for 3D Medical Imaging
Fan Li
Arun Iyengar
Lanyu Xu
MedImViT
124
0
0
15 Nov 2025
Multimodal Slice Interaction Network Enhanced by Transfer Learning for Precise Segmentation of Internal Gross Tumor Volume in Lung Cancer PET/CT Imaging
Multimodal Slice Interaction Network Enhanced by Transfer Learning for Precise Segmentation of Internal Gross Tumor Volume in Lung Cancer PET/CT Imaging
Yi Luo
Wenhan Luo
H. Hooshangnejad
Rui Zhang
Xue Feng
Quan Chen
Wil Ngwa
Kai Ding
83
0
0
26 Sep 2025
Stratify or Die: Rethinking Data Splits in Image Segmentation
Stratify or Die: Rethinking Data Splits in Image Segmentation
Naga Venkata Sai Jitin Jami
Thomas Altstidl
Jonas Leo Mueller
Jindong Li
Dario Zanca
Bjoern M. Eskofier
Heike Leutheuser
113
0
0
25 Sep 2025
FMD-TransUNet: Abdominal Multi-Organ Segmentation Based on Frequency Domain Multi-Axis Representation Learning and Dual Attention Mechanisms
FMD-TransUNet: Abdominal Multi-Organ Segmentation Based on Frequency Domain Multi-Axis Representation Learning and Dual Attention Mechanisms
Fang Lu
Jingyu Xu
Qinxiu Sun
Qiong Lou
125
0
0
19 Sep 2025
Hybrid(Transformer+CNN)-based Polyp Segmentation
Hybrid(Transformer+CNN)-based Polyp Segmentation
Madan Baduwal
MedIm
90
1
0
08 Aug 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks
A Comprehensive Study on Medical Image Segmentation using Deep Neural NetworksInternational Journal of Advanced Computer Science and Applications (IJACSA), 2025
Loan Dao
Ngoc Quoc Ly
294
11
0
04 Jun 2025
RRCANet: Recurrent Reusable-Convolution Attention Network for Infrared Small Target Detection
RRCANet: Recurrent Reusable-Convolution Attention Network for Infrared Small Target DetectionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Yongxian Liu
Boyang Li
Ting-Yuan Liu
Zaiping Lin
W. An
270
2
0
03 Jun 2025
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging
PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging
Quoc-Huy Trinh
Minh-Van Nguyen
Jung Peng
Ulas Bagci
Debesh Jha
525
5
0
17 May 2025
Self-Supervised Learning for Robotic Leaf Manipulation: A Hybrid Geometric-Neural Approach
Self-Supervised Learning for Robotic Leaf Manipulation: A Hybrid Geometric-Neural Approach
Srecharan Selvam
SSL
274
2
0
06 May 2025
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
Jun Zeng
KC Santosh
Deepak Rajan Nayak
Thomas de Lange
Jonas Varkey
Tyler Berzin
Debesh Jha
ViTMedIm
348
0
0
18 Apr 2025
AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation
AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation
Jiahe Qian
Yaoyu Fang
Jinkui Hao
Bo Zhou
MedIm
127
1
0
27 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation
A Reverse Mamba Attention Network for Pathological Liver Segmentation
Jun Zeng
Debesh Jha
Ertugrul Aktas
Elif Keles
Alpay Medetalibeyoglu
...
Robert Lewandowski
Daniela Ladner
Amir Borhani
Gorkem Durak
Ulas Bagci
Mamba
379
3
0
23 Feb 2025
PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation
Xu Ma
Mengsheng Chen
Junhui Zhang
Lijuan Song
Fang Du
Zhenhua Yu
ViTMedIm
329
0
0
06 Jan 2025
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient
  Liver Segmentation
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
Bhavesh Gyanchandani
Aditya Oza
Abhinav Roy
309
2
0
27 Dec 2024
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image
  Segmentation
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image SegmentationInternational Conference on Information Photonics (ICIP), 2024
Marzia Binta Nizam
Marian Zlateva
James Davis
MedIm
234
0
0
25 Nov 2024
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small
  Vessel Enhancement and Morphological Correction
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction
Dongning Song
Weijian Huang
Jiarun Liu
Md Jahidul Islam
Hao Yang
Shanshan Wang
323
1
0
22 Nov 2024
FANCL: Feature-Guided Attention Network with Curriculum Learning for
  Brain Metastases Segmentation
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation
Zijiang Liu
Xiaoyu Liu
Linhao Qu
Yonghong Shi
MedIm
267
1
0
29 Oct 2024
From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images
From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images
Junyang Wu
F. Xie
Jiayuan Sun
Yun Gu
Guang-Zhong Yang
MedIm
257
0
0
15 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with
  Global-Local Vision Transformer
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision TransformerIEEE Access (IEEE Access), 2024
Jingjing Ren
Xiaoyong Zhang
Lina Zhang
287
3
0
03 Oct 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For
  Efficient Medical Image Segmentation
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation
Shehan Perera
Yunus Erzurumlu
Deepak Gulati
Alper Yilmaz
ViTMedIm
199
14
0
04 Sep 2024
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of
  Tumors in Breast Ultrasound Images
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images
Sina Derakhshandeh
Ali Mahloojifar
191
3
0
01 Sep 2024
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation
Nikhil Kumar Tomar
Debesh Jha
Koushik Biswas
Tyler M. Berzin
Rajesh N. Keswani
Michael B. Wallace
Ulas Bagci
MedIm
350
4
0
25 Aug 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach
Alireza Saber
Pouria Parhami
Alimihammad Siahkarzadeh
Amirreza Fateh
Amirreza Fateh
MedImViT
419
13
0
08 Aug 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
Dinh-Phu Tran
Quoc-Anh Nguyen
Van-Truong Pham
Thi-Thao Tran
ViTMedIm
190
12
0
24 Jul 2024
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions
  in medical imaging
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging
Daniela L. Ramos
Héctor J. Hortúa
UQCV
207
4
0
23 Jul 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation
EFCNet: Every Feature Counts for Small Medical Object Segmentation
Lingjie Kong
Qiaoling Wei
Chengming Xu
Han Chen
Yanwei Fu
224
0
0
26 Jun 2024
Multi-scale Information Sharing and Selection Network with Boundary
  Attention for Polyp Segmentation
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
Xiaolu Kang
Zhuoqi Ma
Kang Liu
Yunan Li
Qiguang Miao
275
5
0
18 May 2024
Adaptation of Distinct Semantics for Uncertain Areas in Polyp
  Segmentation
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation
Quang Vinh Nguyen
V. Huynh
Soo-Hyung Kim
178
7
0
13 May 2024
PAM-UNet: Shifting Attention on Region of Interest in Medical Images
PAM-UNet: Shifting Attention on Region of Interest in Medical ImagesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024
Abhijit Das
Debesh Jha
Vandan Gorade
Koushik Biswas
Hongyi Pan
Zheyu Zhang
Daniela Ladner
Yury Velichko
Amir Borhani
Ulas Bagci
110
1
0
02 May 2024
Swap It Like Its Hot: Segmentation-based spoof attacks on eye-tracking
  images
Swap It Like Its Hot: Segmentation-based spoof attacks on eye-tracking images
Anish S. Narkar
Brendan David-John
124
2
0
22 Apr 2024
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological
  Images using Triple U-Net Architecture
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture
Zarif Ahmed
Chowdhury Nur E Alam Siddiqi
Fardifa Fathmiul Alam
Tasnim Ahmed
T. Chowdhury
136
1
0
19 Apr 2024
Multi-target and multi-stage liver lesion segmentation and detection in
  multi-phase computed tomography scans
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans
Abdullah F. Al-Battal
S. T. Duong
Van Ha Tang
Quang Duc Tran
S. Q. Truong
Chien Phan
Truong Q. Nguyen
Cheolhong An
MedIm
165
1
0
17 Apr 2024
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic
  Perirectal Lymph Node Detection and Segmentation
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and Segmentation
Wei-Ting Guo
Han-Di Zhang
Shouhong Wan
Bingbing Zou
Wanqin Wang
Chenyang Qiu
Jun Li
Peiquan Jin
157
2
0
13 Apr 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image SegmentationBiomedical Signal Processing and Control (BSPC), 2024
Ngoc-Du Tran
Thi-Thao Tran
Quang-Huy Nguyen
Manh-Hung Vu
Van-Truong Pham
MedImViT
560
4
0
04 Apr 2024
Federated Semi-supervised Learning for Medical Image Segmentation with
  intra-client and inter-client Consistency
Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency
Yubin Zheng
Peng Tang
Tianjie Ju
Weidong Qiu
Bo Yan
FedML
178
9
0
19 Mar 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images
Daming Gao
Qing Xu
Xinyu Liu
Yixuan Yuan
MedIm
268
33
0
26 Feb 2024
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image
  Segmentation
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation
Omid Nejati Manzari
Javad Mirzapour Kaleybar
Hooman Saadat
Shahin Maleki
ViTMedIm
214
21
0
13 Feb 2024
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for
  Nuclei Segmentation
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation
Saiyang Na
Yuzhi Guo
Feng Jiang
Hehuan Ma
Junzhou Huang
VLMMedIm
223
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24 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive
  Survey
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Zhenyu Wu
Fengmao Lv
Chenglizhao Chen
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Shuo Li
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231
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CT Liver Segmentation via PVT-based Encoding and Refined Decoding
CT Liver Segmentation via PVT-based Encoding and Refined Decoding
Debesh Jha
Nikhil Kumar Tomar
Koushik Biswas
Gorkem Durak
Alpay Medetalibeyoglu
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Yury Velichko
Daniela Ladner
Amir Borhani
Ulas Bagci
ViTMedIm
209
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VSR-Net: Vessel-like Structure Rehabilitation Network with Graph
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246
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SLP-Net:An efficient lightweight network for segmentation of skin
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247
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MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention
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Hao Shao
Quansheng Zeng
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404
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Adaptive Smooth Activation for Improved Disease Diagnosis and Organ
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Debesh Jha
Nikhil Kumar Tomar
Gorkem Durak
Alpay Medetalibeyoglu
M. Antalek
Yury Velichko
Daniela Ladner
Amir Bohrani
Ulas Bagci
MedIm
175
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SegVol: Universal and Interactive Volumetric Medical Image Segmentation
SegVol: Universal and Interactive Volumetric Medical Image SegmentationNeural Information Processing Systems (NeurIPS), 2023
Yuxin Du
Fan Bai
Tiejun Huang
Bo Zhao
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476
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A Region of Interest Focused Triple UNet Architecture for Skin Lesion
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Guoqing Liu
Yu Guo
Caiying Wu
Guoqing Chen
Barintag Saheya
Qiyu Jin
SSeg
204
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Progressive Dual Priori Network for Generalized Breast Tumor
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Progressive Dual Priori Network for Generalized Breast Tumor Segmentation
Li-Wen Wang
Lihui Wang
Zi-Xiang Kuai
Lei Tang
Yingfeng Ou
Chen Ye
Y. Zhu
MedIm
273
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