Thoracic Surgery Video Analysis for Surgical Phase Recognition

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Mateen, Syed Abdul, Malvia, Niharika, Khader, Syed Abdul, Wang, Danny, Srinivasan, Deepti, Yang, Chi-Fu Jeffrey, Schumacher, Lana, Manjanna, Sandeep
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Computer Vision and Pattern Recognition
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos
von: Fujii, Ryo, et al.
Veröffentlicht: (2024)

Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions
von: Usman, Annayah, et al.
Veröffentlicht: (2025)

Video Dataset for Surgical Phase, Keypoint, and Instrument Recognition in Laparoscopic Surgery (PhaKIR)
von: Rueckert, Tobias, et al.
Veröffentlicht: (2025)

Interoperator Variations in Interpretation of Cone Beam Computed Tomography for Dental Implant Treatment Planning: A Retrospective Observational Study
von: Anas Abdul Khader
Veröffentlicht: (2026)

SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition
von: Yang, Shu, et al.
Veröffentlicht: (2024)

LoViT: Long Video Transformer for Surgical Phase Recognition
von: Liu, Yang, et al.
Veröffentlicht: (2023)

MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition
von: Ding, Hao, et al.
Veröffentlicht: (2025)

Khalasi: Energy-Efficient Navigation for Surface Vehicles in Vortical Flow Fields
von: Gadhvi, Rushiraj, et al.
Veröffentlicht: (2025)

Real-time Traffic Object Detection for Autonomous Driving
von: Khan, Abdul Hannan, et al.
Veröffentlicht: (2024)

SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments
von: Shakhadri, Syed Abdul Gaffar, et al.
Veröffentlicht: (2024)

Matrix transformations of paranormed sequence spaces through de la Vallée-Pousin mean
von: Syed Abdul Mohiuddine
Veröffentlicht: (2015)

Shakti-VLMs: Scalable Vision-Language Models for Enterprise AI
von: Shakhadri, Syed Abdul Gaffar, et al.
Veröffentlicht: (2025)

Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition
von: Yang, Shu, et al.
Veröffentlicht: (2024)

A Comprehensive Analysis of Machine Learning Models for Algorithmic Trading of Bitcoin
von: Jabbar, Abdul, et al.
Veröffentlicht: (2024)

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition
von: Li, Yiping, et al.
Veröffentlicht: (2025)

Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos
von: Thomas, Xavier, et al.
Veröffentlicht: (2025)

RFOP: Rethinking Fusion and Orthogonal Projection for Face-Voice Association
von: Hannan, Abdul, et al.
Veröffentlicht: (2025)

Region Guided Attention Network for Retinal Vessel Segmentation
von: Javed, Syed, et al.
Veröffentlicht: (2024)

Analysis of Transferability Estimation Metrics for Surgical Phase Recognition
von: Singh, Prabhant, et al.
Veröffentlicht: (2025)

A Family of Newton–Cotes‐Type Inequalities in Multiplicative Calculus With Their Applications to Quadrature Formulas and Numerical Analysis
von: Abdul Mateen, et al.
Veröffentlicht: (2025)

Action-Based ADHD Diagnosis in Video
von: Li, Yichun, et al.
Veröffentlicht: (2024)

Evaluating SAM2 for Video Semantic Segmentation
von: Ariff, Syed Hesham Syed, et al.
Veröffentlicht: (2025)

TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
von: Funke, Isabel, et al.
Veröffentlicht: (2023)

HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
von: Yuan, Kun, et al.
Veröffentlicht: (2024)

Editorial: Leveraging existing mid‐end ultrasound machine for point‐of‐care intestinal ultrasound in low‐resource settings: Prospective, real‐world impact on clinical decision making. Authors' reply
von: Partha Pal, et al.
Veröffentlicht: (2024)

SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
von: Boels, Maxence, et al.
Veröffentlicht: (2024)

Distributed Multi-robot Online Sampling with Budget Constraints
von: Shamshirgaran, Azin, et al.
Veröffentlicht: (2024)

Dynamic Sensitivity Filter Pruning using Multi-Agent Reinforcement Learning For DCNN's
von: Chowdhury, Iftekhar Haider, et al.
Veröffentlicht: (2025)

oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving
von: Khan, Abdul Hannan, et al.
Veröffentlicht: (2024)

Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective
von: Aralimatti, Rakshit, et al.
Veröffentlicht: (2025)

OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery
von: Bai, Long, et al.
Veröffentlicht: (2024)

Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
von: Liu, Yang, et al.
Veröffentlicht: (2026)

Modulation of Proinflammatory Cytokines by Parmotrema reticulatum Derived Dioxepine Derivative and Benzoic Methyl Ester in Adjuvant‐Induced Arthritis
von: Syed Zameer Ahmed Khader, et al.
Veröffentlicht: (2024)

Achieving Industrial Circularity: Adapting Circular Economy in Manufacturing Firms
von: Kumeel Rasheed, et al.
Veröffentlicht: (2026)

‘Hazaragi in My Opinion Is Not a Language’: Insights Into Hazara Minority Speakers’ Language Attitudes and Identity Changes in Pakistan
von: Hajar Jafari, et al.
Veröffentlicht: (2026)

Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery
von: Sachdeva, Bhuvan, et al.
Veröffentlicht: (2024)

Robust Surgical Phase Recognition From Annotation Efficient Supervision
von: Rubin, Or, et al.
Veröffentlicht: (2024)

SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba
von: Zhang, Xiangning, et al.
Veröffentlicht: (2024)

Uncertainty-Aware and Decoder-Aligned Learning for Video Summarization
von: Tariq, Omer, et al.
Veröffentlicht: (2026)

Learned Compression for Images and Point Clouds
von: Ulhaq, Mateen
Veröffentlicht: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
ui	"standard"
language	"de"
VUFIND_SESSION	"104d0358ffc137176dd6733b6f4c2db5"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790859321.7532 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "104d0358ffc137176dd6733b6f4c2db5" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"ui=standard; language=de; VUFIND_SESSION=104d0358ffc137176dd6733b6f4c2db5"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"55121"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2406_09185/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2406_09185/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790859321.7483
REQUEST_TIME	1790859321

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler