Lujia Jin
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View article: Universal Image Restoration Pre-training via Masked Degradation Classification
Universal Image Restoration Pre-training via Masked Degradation Classification Open
This study introduces a Masked Degradation Classification Pre-Training method (MaskDCPT), designed to facilitate the classification of degradation types in input images, leading to comprehensive image restoration pre-training. Unlike conve…
View article: Universal Image Restoration Pre-training via Degradation Classification
Universal Image Restoration Pre-training via Degradation Classification Open
This paper proposes the Degradation Classification Pre-Training (DCPT), which enables models to learn how to classify the degradation type of input images for universal image restoration pre-training. Unlike the existing self-supervised pr…
View article: Intracorporeal anastomosis in synchronous robotic right hemicolectomy and radical distal gastrectomy: Case report and technical discussion
Intracorporeal anastomosis in synchronous robotic right hemicolectomy and radical distal gastrectomy: Case report and technical discussion Open
Objective: To evaluate the feasibility and effectiveness of fully robotic-assisted synchronous resection for gastric and ascending colon malignancies. Methods: An 83-year-old patient underwent robotic-assisted radical distal gastrectomy wi…
View article: PSCAT: a lightweight transformer for simultaneous denoising and super-resolution of OCT images
PSCAT: a lightweight transformer for simultaneous denoising and super-resolution of OCT images Open
Optical coherence tomography (OCT), owing to its non-invasive nature, has demonstrated tremendous potential in clinical practice and has become a prevalent diagnostic method. Nevertheless, the inherent speckle noise and low sampling rate i…
View article: Identification of the shared gene signature and biological mechanism between type 2 diabetes and colorectal cancer
Identification of the shared gene signature and biological mechanism between type 2 diabetes and colorectal cancer Open
Background: The correlation of type 2 diabetes mellitus (T2DM) with colorectal cancer (CRC) has garnered considerable attention in the scientific community. Despite this, the molecular mechanisms underlying the interaction between these tw…
View article: The risk factors of postoperative nausea and vomiting in patients undergoing laparoscopic sleeve gastrectomy and laparoscopic distal gastrectomy: a propensity score matching analysis
The risk factors of postoperative nausea and vomiting in patients undergoing laparoscopic sleeve gastrectomy and laparoscopic distal gastrectomy: a propensity score matching analysis Open
Postoperative nausea and vomiting (PONV) is a common side effect after laparoscopic surgery. The aim of the study is to investigate the variables that could predict PONV in patients who underwent laparoscopic gastrectomy. We divided patien…
View article: Correction to: The association between the body roundness index and the risk of colorectal cancer: a cross-sectional study
Correction to: The association between the body roundness index and the risk of colorectal cancer: a cross-sectional study Open
View article: The association between the body roundness index and the risk of colorectal cancer: a cross-sectional study
The association between the body roundness index and the risk of colorectal cancer: a cross-sectional study Open
Background Colorectal cancer (CRC), has a link between obesity, especially visceral fat. The body roundness index (BRI) can more accurately assess body fat and visceral fat levels. It is, however, unknown whether BRI is associated with CRC…
View article: One-Pot Multi-Frame Denoising
One-Pot Multi-Frame Denoising Open
The performance of learning-based denoising largely depends on clean supervision. However, it is difficult to obtain clean images in many scenes. On the contrary, the capture of multiple noisy frames for the same field of view is available…
View article: Comprehensive analysis of the prognostic and immunotherapeutic implications of STAT family members in human colorectal cancer
Comprehensive analysis of the prognostic and immunotherapeutic implications of STAT family members in human colorectal cancer Open
Background: Colorectal cancer (CRC) is the third most prevalent cancer worldwide and the second leading cause of cancer mortality. Signal transducer and activator of transcription (STAT) proteins are a group of transcription factors implic…
View article: Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization
Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization Open
Classification activation map (CAM), utilizing the classification structure to generate pixel-wise localization maps, is a crucial mechanism for weakly supervised object localization (WSOL). However, CAM directly uses the classifier traine…
View article: The Significance of Neutrophil Extracellular Traps in Colorectal Cancer and Beyond: From Bench to Bedside
The Significance of Neutrophil Extracellular Traps in Colorectal Cancer and Beyond: From Bench to Bedside Open
Neutrophil extracellular traps (NETs), products of neutrophil death when exposed to certain stimuli, were first proposed as a type of response to bacterial infection in infectious diseases. Since then, extensive studies have discovered its…