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Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
17 March 2021
Xiaojie Gao
Yueming Jin
Yonghao Long
Qi Dou
Pheng-Ann Heng
MedIm
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Papers citing
"Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer"
50 / 66 papers shown
Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding
Xixi Jiang
Chen Yang
Dong Zhang
Pingcheng Dong
Xin Yang
Kwang-Ting Cheng
187
0
0
28 Sep 2025
Surgical Video Understanding with Label Interpolation
Garam Kim
Tae Kyeong Jeong
Juyoun Park
126
0
0
23 Sep 2025
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
Che Liu
Yinda Chen
Haoyuan Shi
Jinpeng Lu
Bailiang Jian
...
Christian Wachinger
James S. Duncan
Daniel Rueckert
Wenjia Bai
Rossella Arcucci
MedIm
299
9
0
08 Sep 2025
StepAL: Step-aware Active Learning for Cataract Surgical Videos
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Nisarg A. Shah
Bardia Safaei
S. Sikder
S. Vedula
Vishal M. Patel
176
2
0
29 Jul 2025
CPKD: Clinical Prior Knowledge-Constrained Diffusion Models for Surgical Phase Recognition in Endoscopic Submucosal Dissection
Xiangning Zhang
Jinnan Chen
Qingwei Zhang
Yaqi Wang
Shilun Cai
XiaoBo Li
Dahong Qian
MedIm
260
0
0
04 Jul 2025
ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model
Satoshi Kondo
225
0
0
19 May 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance
Lianhao Yin
O. Meireles
Guy Rosman
Daniela Rus
227
0
0
16 May 2025
SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis
Linghan Cai
Ziyue Wang
Tianyi Zhang
Zhitao Zeng
Zhu Zhuo
E. Mazomenos
Yueming Jin
LRM
363
13
0
13 Mar 2025
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition
Kaixiang Yang
Xin Li
Qiang Li
Zhiwei Wang
316
0
0
13 Mar 2025
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition
Hao Ding
Xu Lian
Mathias Unberath
291
3
0
02 Mar 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Qingyao Tian
Huai Liao
Xinyan Huang
Bingyu Yang
Dongdong Lei
Sebastien Ourselin
Hongbin Liu
Mamba
701
9
0
26 Feb 2025
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference
IEEE International Conference on Robotics and Automation (ICRA), 2024
Daming Gao
Xingjian Luo
Jinlin Wu
Long Bai
Zhen Lei
Hongliang Ren
Sebastien Ourselin
Hongbin Liu
401
4
0
17 Feb 2025
Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation
Hao Ding
Yuqian Zhang
Hongchao Shu
Xu Lian
Ji Woong Kim
Axel Krieger
Mathias Unberath
Ji Woong Kim
Axel Krieger
Mathias Unberath
MedIm
348
5
0
26 Oct 2024
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Shu Yang
Zhiyuan Cai
Luyang Luo
Ning Ma
Shuchang Xu
Hao Chen
256
2
0
30 Sep 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
Neural Information Processing Systems (NeurIPS), 2024
Kun Yuan
V. Srivastav
Nassir Navab
N. Padoy
518
41
0
30 Sep 2024
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba
Xiangning Zhang
Qingwei Zhang
Jinnan Chen
Shilun Cai
Shilun Cai
XiaoBo Li
Xiaobo Li
Dahong Qian
Mamba
510
3
0
18 Sep 2024
DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Kaixiang Yang
Qiang Li
Zhiwei Wang
226
3
0
10 Sep 2024
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botic and Laparoscopic Surgery
Mohammadmahdi Honarmand
Muhammad Abdullah Jamal
Omid Mohareri
413
9
0
07 Sep 2024
Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Shu Yang
Luyang Luo
Qiong Wang
Hao Chen
MedIm
195
33
0
07 Aug 2024
MuST: Multi-Scale Transformers for Surgical Phase Recognition
Alejandra Pérez
Santiago Rodríguez
Nicolás Ayobi
Nicolás Aparicio
Eugénie Dessevres
Pablo Arbelaez
MedIm
323
11
0
24 Jul 2024
SR-Mamba: Effective Surgical Phase Recognition with State Space Model
Rui Cao
Jiangliu Wang
Yao Xiao
Mamba
235
3
0
11 Jul 2024
SEDMamba: Enhancing Selective State Space Modelling with Bottleneck Mechanism and Fine-to-Coarse Temporal Fusion for Efficient Error Detection in Robot-Assisted Surgery
Jialang Xu
Nazir Sirajudeen
M. Boal
Nader K Francis
Danail Stoyanov
E. Mazomenos
Mamba
260
4
0
22 Jun 2024
EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos
Ryoske Fujii
Masashi Hatano
Hideo Saito
Hiroki Kajita
353
21
0
30 May 2024
ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy
Soumyadeep Chandra
Sayeed Shafayet Chowdhury
Courtney Yong
Chandru P. Sundaram
Kaushik Roy
216
2
0
04 May 2024
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms
Diandian Guo
Manxi Lin
Jialun Pei
He Tang
Yueming Jin
Pheng-Ann Heng
290
5
0
14 Apr 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
Maxence Boels
Yang Liu
Prokar Dasgupta
Alejandro Granados
Sebastien Ourselin
203
3
0
10 Mar 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery
Lianhao Yin
Yutong Ban
J. Eckhoff
O. Meireles
Daniela Rus
Guy Rosman
380
6
0
03 Feb 2024
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024
Bokai Zhang
Jiayuan Meng
Bin Cheng
Dean Biskup
Svetlana Petculescu
Angela Chapman
ViT
MedIm
176
4
0
22 Jan 2024
Pixel-Wise Recognition for Holistic Surgical Scene Understanding
Nicolás Ayobi
Santiago Rodríguez
Alejandra Pérez
Isabela Hernández
Nicolás Aparicio
...
Sebastián Pena
J. Santander
J. Caicedo
Nicolás Fernández
Pablo Arbelaez
ViT
MedIm
266
49
0
20 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
Dimitrios Psychogyios
Emanuele Colleoni
Beatrice van Amsterdam
Chih-Yang Li
Shu-Yu Huang
...
Santiago Rodriguez
Juanita Puentes
Pablo Arbelaez
Omid Mohareri
Danail Stoyanov
264
55
0
31 Dec 2023
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
Aditya Murali
Deepak Alapatt
Pietro Mascagni
Armine Vardazaryan
Alain Garcia
Nariaki Okamoto
Didier Mutter
N. Padoy
MedIm
259
20
0
11 Dec 2023
Surgical Temporal Action-aware Network with Sequence Regularization for Phase Recognition
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
Zhen Chen
Yuhao Zhai
Jun Zhang
Jinqiao Wang
435
11
0
21 Nov 2023
SurgPLAN: Surgical Phase Localization Network for Phase Recognition
Xingjian Luo
You Pang
Zhen Chen
Jinlin Wu
Zongmin Zhang
Zhen Lei
Hongbin Liu
219
17
0
16 Nov 2023
Dynamic Scene Graph Representation for Surgical Video
Felix Holm
Ghazal Ghazaei
Tobias Czempiel
Ege Özsoy
Stefan Saur
Nassir Navab
MedIm
330
29
0
25 Sep 2023
Phase-Specific Augmented Reality Guidance for Microscopic Cataract Surgery Using Long-Short Spatiotemporal Aggregation Transformer
Puxun Tu
Hongfei Ye
Haochen Shi
Jeff Young
Meng Xie
Peiquan Zhao
Ce Zheng
Xiaoyi Jiang
Xiaojun Chen
176
1
0
11 Sep 2023
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos
Nisarg A. Shah
S. Sikder
S. Vedula
Vishal M. Patel
ViT
MedIm
287
9
0
20 Jul 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Isabel Funke
Dominik Rivoir
Stefanie Krell
Stefanie Speidel
522
12
0
19 Jul 2023
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023
Georgii Kostiuchik
Lalith Sharan
Benedikt Mayer
I. Wolf
B. Preim
Sandy Engelhardt
273
8
0
29 Jun 2023
Self-Knowledge Distillation for Surgical Phase Recognition
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2023
Jinglu Zhang
S. Barbarisi
A. Kadkhodamohammadi
Danail Stoyanov
Imanol Luengo
194
7
0
15 Jun 2023
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images
Interspeech (Interspeech), 2023
Kubilay Can Demir
Tobias Weise
M. May
Axel Schmid
Andreas Maier
Seung Hee Yang
212
1
0
25 May 2023
Metrics Matter in Surgical Phase Recognition
Isabel Funke
Dominik Rivoir
Stefanie Speidel
173
19
0
23 May 2023
LoViT: Long Video Transformer for Surgical Phase Recognition
Yang Liu
Maxence Boels
Luis C. Garcia-Peraza-Herrera
Tom Vercauteren
P. Dasgupta
Alejandro Granados
Sebastien Ourselin
451
80
0
15 May 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ege Özsoy
Tobias Czempiel
Felix Holm
Chantal Pellegrini
Nassir Navab
172
17
0
23 Mar 2023
Self-distillation for surgical action recognition
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Amine Yamlahi
T. Tran
Patrick Godau
Melanie Schellenberg
Dominik Michael
...
T. Adler
M. Tizabi
C. Nwoye
N. Padoy
Lena Maier-Hein
318
21
0
22 Mar 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
C. Nwoye
Tong Yu
Saurav Sharma
Aditya Murali
Deepak Alapatt
...
Pietro Mascagni
B. Seeliger
Cristians Gonzalez
Didier Mutter
N. Padoy
286
43
0
13 Feb 2023
MURPHY: Relations Matter in Surgical Workflow Analysis
Shang Zhao
Y. Liu
Qiyuan Wang
Dai Sun
Rong Liu
S.Kevin Zhou
238
5
0
24 Dec 2022
Towards Holistic Surgical Scene Understanding
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Natalia Valderrama
Paola Ruiz Puentes
Isabela Hernández
Nicolás Ayobi
Mathilde Verlyck
J. Santander
J. Caicedo
Nicolás Fernández
Pablo Arbelaez
565
59
0
08 Dec 2022
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Chang Shi
Y. Zheng
A. M. Fey
MedIm
247
22
0
03 Dec 2022
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
Saurav Sharma
C. Nwoye
Didier Mutter
N. Padoy
287
39
0
30 Nov 2022
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos
Xiaoyang Zou
Wenyong Liu
Junchen Wang
Haoyu Wang
G. Zheng
MedIm
224
21
0
02 Sep 2022
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