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1806.01313
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Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
4 June 2018
Sachin Mehta
E. Mercan
Jamen Bartlett
D. Weaver
J. Elmore
Linda G. Shapiro
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Papers citing
"Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images"
50 / 56 papers shown
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S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation
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Xiang Liu
Yunyu Shi
Xinyi Chen
Zihao Wang
YuQing Xu
Shuo Wang
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19 Nov 2024
3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos
Meiyu Qiu
Yongqian Li
Wenjun Huang
Haoyun Zhang
Weiping Zheng
Wenbin Lei
Xiaomao Fan
41
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02 Sep 2024
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes
Song Tang
Shaxu Yan
Xiaozhi Qi
Jianxin Gao
Mao Ye
Jianwei Zhang
Xiatian Zhu
103
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26 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
Chenxin Li
Xinyu Liu
Wenbo Li
Cheng Wang
Hengyu Liu
Yifan Liu
Zhen Chen
Yixuan Yuan
MedIm
DiffM
SSeg
143
145
0
05 Jun 2024
CLIP in Medical Imaging: A Comprehensive Survey
Zihao Zhao
Yuxiao Liu
Han Wu
Yonghao Li
Sheng Wang
L. Teng
Disheng Liu
Zhiming Cui
Qian Wang
Dinggang Shen
CLIP
MedIm
LM&MA
VLM
156
43
0
12 Dec 2023
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI
Paula Ramirez Gilliland
A. Uus
Milou P. M. van Poppel
I. Grigorescu
J. Steinweg
David F. A. Lloyd
K. Pushparajah
Andrew P. King
Maria Deprez
32
1
0
13 Nov 2023
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
P. Singh
Luoyao Chen
Mei Chen
Jinqian Pan
Raviteja Chukkapalli
Shravan Chaudhari
Jacopo Cirrone
84
5
0
21 Aug 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions
Luyang Luo
Xi Wang
Yi Lin
Xiaoqi Ma
Andong Tan
R. Chan
V. Vardhanabhuti
W. C. Chu
Kwang-Ting Cheng
Hao Chen
108
60
0
13 Apr 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation
Yi Lin
Xiao Fang
Dong Zhang
Kwang-Ting Cheng
Hao Chen
MedIm
232
4
0
23 Mar 2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation
Kai Ren
K. Zou
Xianjie Liu
Yidi Chen
Xuedong Yuan
Xiaojing Shen
Meng Wang
Huazhu Fu
EDL
66
14
0
17 Mar 2023
HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery
Anne-Marie Rickmann
Murong Xu
Tom Nuno Wolf
Oksana P. Kovalenko
Christian Wachinger
SSeg
63
3
0
14 Mar 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading
Hasan Md Tusfiqur
D. M. Nguyen
M. T. N. Truong
T. A. Nguyen
Binh Duc Nguyen
...
H. Profitlich
Ngoc T. T. Than
Ngan Le
P. Xie
Daniel Sonntag
MedIm
83
8
0
30 Dec 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation
Hui Zhu
Shi Shu
Jianping Zhang
SSeg
70
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27 Oct 2022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology
Oliver Ester
Fabian Horst
C. Seibold
J. Keyl
Saskia Ting
...
P. Ivanyi
Viktor Grünwald
J. Bräsen
Jan Egger
Jens Kleesiek
51
9
0
21 Oct 2022
Q-Net: Query-Informed Few-Shot Medical Image Segmentation
Qianqian Shen
Yanan Li
Jiyong Jin
B. Liu
OOD
87
31
0
24 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image
Jinkai Lv
Yuyong Hu
Quanshui Fu
Zhiwang Zhang
Yuqiang Hu
Lin Lv
Guoqing Yang
Jinpeng Li
Yi Zhao
MedIm
62
9
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23 Aug 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture
N. Zioulis
G. Albanis
Petros Drakoulis
Federico Álvarez
D. Zarpalas
P. Daras
53
13
0
11 Jul 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements
Szymon Płotka
Adam Klasa
Aneta Lisowska
Joanna Seliga-Siwecka
M. Lipa
Tomasz Trzciñski
Arkadiusz Sitek
58
35
0
27 May 2022
UNeXt: MLP-based Rapid Medical Image Segmentation Network
Jeya Maria Jose Valanarasu
Vishal M. Patel
SSeg
78
521
0
09 Mar 2022
An Object Aware Hybrid U-Net for Breast Tumour Annotation
S. Tripathi
S. Singh
82
3
0
22 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification
Jian Wu
Wanli Liu
Chen Li
Tao Jiang
Islam Mohammad Shariful
Hongzan Sun
Xiaoqi Li
Xintong Li
Xinyu Huang
M. Grzegorzek
SSeg
3DV
88
13
0
14 Feb 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays
Benjamin Bergner
Csaba Rohrer
Aiham Taleb
Martha Duchrau
Guilherme De Leon
J. A. Rodrigues
F. Schwendicke
J. Krois
C. Lippert
46
1
0
17 Dec 2021
Multi-task UNet architecture for end-to-end autonomous driving
Der-Hau Lee
Jinn-Liang Liu
55
1
0
16 Dec 2021
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification
Jingye Chen
Jieneng Chen
Zongwei Zhou
Bin Li
Alan Yuille
Yongyi Lu
ViT
MedIm
54
17
0
03 Dec 2021
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data
Ayaan Haque
A. Imran
Adam S. Wang
D. Terzopoulos
62
9
0
25 Oct 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT
Mingyuan Meng
B. Gu
Lei Bi
Shaoli Song
Dagan Feng
Jinman Kim
MedIm
110
40
0
16 Sep 2021
MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification
Zakaria Senousy
M. Abdelsamea
M. Gaber
Moloud Abdar
R. Acharya
Abbas Khosravi
S. Nahavandi
99
60
0
24 Aug 2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction
Matthias Keicher
Hendrik Burwinkel
David Bani-Harouni
Magdalini Paschali
Tobias Czempiel
E. Burian
Marcus R. Makowski
R. Braren
Nassir Navab
T. Wendler
86
7
0
29 Jul 2021
Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network
Xuetian Lai
Qiongyao Li
Ziyang Chen
Xiaopeng Shao
J. Pu
GAN
18
0
0
24 Jul 2021
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements
Szymon Płotka
T. Włodarczyk
Adam Klasa
M. Lipa
Arkadiusz Sitek
Tomasz Trzciñski
94
24
0
14 Jul 2021
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images
Li Lin
Zhonghua Wang
Jiewei Wu
Yijin Huang
Junyan Lyu
Pujin Cheng
Jiong Wu
Xiaoying Tang
54
37
0
10 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology
David Ahmedt-Aristizabal
M. Armin
Simon Denman
Clinton Fookes
L. Petersson
GNN
AI4CE
91
113
0
01 Jul 2021
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey
Changhee Han
Takayuki Okamoto
Koichi Takeuchi
Dimitris Katsios
Andrey Grushnikov
Masaaki Kobayashi
Antoine Choppin
Yuta Kurashina
Yuki Shimahara
34
2
0
02 Jun 2021
Pyramid Medical Transformer for Medical Image Segmentation
Zhuangzhuang Zhang
Weixiong Zhang
ViT
MedIm
70
49
0
29 Apr 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
Jeya Maria Jose Valanarasu
Poojan Oza
Ilker Hacihaliloglu
Vishal M. Patel
ViT
MedIm
138
1,004
0
21 Feb 2021
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation
Vien Ngoc Dang
Francesco Galati
Rosa Cortese
G. Giacomo
Viola Marconeto
Pratek Mathur
Karim Lekadir
Marco Lorenzi
F. Prados
Maria A. Zuluaga
MedIm
80
36
0
22 Jan 2021
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline
Beibin Li
E. Mercan
Sachin Mehta
S. Knezevich
C. Arnold
D. Weaver
J. Elmore
Linda G. Shapiro
127
6
0
11 Dec 2020
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features
A. Saha
F. I. Tushar
Khrystyna Faryna
Vincent M. DÁnniballe
Rui Hou
Maciej A. Mazurowski
Geoffrey D. Rubin
J. Lo
38
7
0
31 Oct 2020
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
A. Saha
Prem Prasad
Abdullah Thabit
MedIm
28
21
0
31 Oct 2020
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images
Ayaan Haque
A. Imran
Adam S. Wang
Demetri Terzopoulos
SSL
65
11
0
28 Oct 2020
Spontaneous preterm birth prediction using convolutional neural networks
T. Włodarczyk
Szymon Płotka
Przemyslaw Rokita
Nicole Sochacki-Wójcicka
J. Wójcicki
M. Lipa
Tomasz Trzciñski
23
19
0
16 Aug 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images
Sachin Mehta
Ximing Lu
D. Weaver
J. Elmore
Hannaneh Hajishirzi
Linda G. Shapiro
39
5
0
25 Jul 2020
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations
John McManigle
Raquel R Bartz
Lawrence Carin
65
3
0
08 May 2020
Partly Supervised Multitask Learning
A. Imran
Chao Huang
Hui Tang
Wei Fan
Yuan Xiao
Dingjun Hao
Zhen Qian
D. Terzopoulos
29
12
0
05 May 2020
Joint Liver Lesion Segmentation and Classification via Transfer Learning
Michal Heker
H. Greenspan
MedIm
88
34
0
26 Apr 2020
Fastidious Attention Network for Navel Orange Segmentation
Xiaoye Sun
Gongyang Li
Shaoyun Xu
16
0
0
26 Mar 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis
Weinan Song
Yuan Liang
Jiawei Yang
Kun Wang
Lei He
35
0
0
19 Feb 2020
Learning to segment images with classification labels
Ozan Ciga
Anne L. Martel
VLM
52
25
0
28 Dec 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review
Saeid Asgari Taghanaki
Kumar Abhishek
Joseph Paul Cohen
Julien Cohen-Adad
Ghassan Hamarneh
SSeg
VLM
189
685
0
16 Oct 2019
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture
Rüdiger Schmitz
F. Madesta
M. Nielsen
Jenny Krause
R. Werner
T. Rösch
MedIm
AI4CE
60
88
0
24 Sep 2019
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