Necrotizing enterocolitis (NEC), with the main manifestations of bloody stool, abdominal distension, and vomiting, is one of the leading causes of death in neonates, and early identification and diagnosis are crucial for the prognosis of NEC. The emergence and development of machine learning has provided the potential for early, rapid, and accurate identification of this disease. This article summarizes the algorithms of machine learning recently used in NEC, analyzes the high-risk predictive factors revealed by these algorithms, evaluates the ability and characteristics of machine learning in the etiology, definition, and diagnosis of NEC, and discusses the challenges and prospects for the future application of machine learning in NEC.
Infant, Newborn ; Humans ; Enterocolitis, Necrotizing/therapy* ; Infant, Newborn, Diseases ; Prognosis ; Gastrointestinal Hemorrhage/diagnosis* ; Machine Learning

Ischemic colitis primarily affects the elderly with underlying disease, but it rarely occurs in young adults with risk factors, such as coagulopathy or vascular disorder. Moreover, it is extremely rare in the very young without risk factors. This paper presents a patient with ischemic colitis associated with heat stroke and rhabdomyolysis after intense exercise under high-temperature conditions. A 20-year-old man presented with mental deterioration after a vigorous soccer game for more than 30 minutes in sweltering weather. He also presented with hematochezia with abdominal pain. The laboratory tests revealed the following: AST 515 U/L, ALT 269 U/L, creatine kinase 23,181 U/L, BUN 29.1 mg/dL, creatinine 1.55 mg/dL, and red blood cell >50/high-power field in urine analysis. Sigmoidoscopy showed ischemic changes at the rectum and rectosigmoid junction. A diagnosis of ischemic colitis and rhabdomyolysis was made, and the patient recovered after conservative and fluid therapy. This case showed that a diagnosis of ischemic colitis should be considered in patients who present with abdominal pain and bloody diarrhea after intense exercise, and appropriate treatment should be initiated immediately.
Abdominal Pain ; Aged ; Colitis, Ischemic ; Creatine Kinase ; Creatinine ; Diagnosis ; Diarrhea ; Erythrocytes ; Fluid Therapy ; Gastrointestinal Hemorrhage ; Heat Stroke ; Hot Temperature ; Humans ; Rectum ; Rhabdomyolysis ; Risk Factors ; Sigmoidoscopy ; Soccer ; Weather ; Young Adult

Ischemic colitis primarily affects the elderly with underlying disease, but it rarely occurs in young adults with risk factors, such as coagulopathy or vascular disorder. Moreover, it is extremely rare in the very young without risk factors. This paper presents a patient with ischemic colitis associated with heat stroke and rhabdomyolysis after intense exercise under high-temperature conditions. A 20-year-old man presented with mental deterioration after a vigorous soccer game for more than 30 minutes in sweltering weather. He also presented with hematochezia with abdominal pain. The laboratory tests revealed the following: AST 515 U/L, ALT 269 U/L, creatine kinase 23,181 U/L, BUN 29.1 mg/dL, creatinine 1.55 mg/dL, and red blood cell >50/high-power field in urine analysis. Sigmoidoscopy showed ischemic changes at the rectum and rectosigmoid junction. A diagnosis of ischemic colitis and rhabdomyolysis was made, and the patient recovered after conservative and fluid therapy. This case showed that a diagnosis of ischemic colitis should be considered in patients who present with abdominal pain and bloody diarrhea after intense exercise, and appropriate treatment should be initiated immediately.
Abdominal Pain ; Aged ; Colitis, Ischemic ; Creatine Kinase ; Creatinine ; Diagnosis ; Diarrhea ; Erythrocytes ; Fluid Therapy ; Gastrointestinal Hemorrhage ; Heat Stroke ; Hot Temperature ; Humans ; Rectum ; Rhabdomyolysis ; Risk Factors ; Sigmoidoscopy ; Soccer ; Weather ; Young Adult

Occult gastrointestinal (GI) hemorrhage can be a great challenge to both patients and physicians, exerting a great toll on patients and the healthcare system. While diagnostic capabilities for diagnosing GI bleeding are improving, particularly with the establishment of computed tomography angiography and capsule endoscopy as routine modalities, patients with intermittent massive GI bleeding continue to pose a diagnostic and management dilemma. In this review, the concept, efficacy, and safety of provocative mesenteric angiography is described. The body of literature suggests that this procedure is safe and effective in this patient population with little to no alternative options.
Angiography ; Capsule Endoscopy ; Delivery of Health Care ; Diagnosis ; Gastrointestinal Hemorrhage ; Hemorrhage ; Humans ; Thrombolytic Therapy

Mesenteric venous thrombosis has a low prevalence and nonspecific clinical symptoms, and it may cause bowel infarction and death. Early diagnosis and prompt surgical intervention with anticoagulants are important to patients. We examined a 27-year-old woman complaining of diffuse abdominal pain and hematochezia, and diagnosed extensive mesenteric venous thrombosis with intestinal infarction and pulmonary thromboembolism. In light of the patient's symptoms, an operation seemed necessary. However, because of the high risk of mortality, we decided to look for another option. The patient was successfully treated with intensive medical care and a radiological procedure in spite of intestinal infarction.
Abdominal Pain ; Adult ; Anticoagulants ; Early Diagnosis ; Female ; Gastrointestinal Hemorrhage ; Humans ; Infarction ; Mesenteric Ischemia ; Mesenteric Vascular Occlusion ; Mortality ; Prevalence ; Pulmonary Embolism ; Thrombectomy ; Thrombolytic Therapy ; Thrombosis ; Urokinase-Type Plasminogen Activator

Surgical operation in treating obesity and type 2 diabetes is popularizing rapidly in China. Correct prevention and recognition of perioperation-related operative complications is the premise of ensuring surgical safety. Familiar complications of the operation include deep venous thrombosis, pulmonary artery embolism, anastomotic bleeding, anastomotic fistula and marginal ulcer. The prevention of deep venous thrombosis is better than treatment. The concrete measures contain physical prophylaxis (graduated compression stocking and intermittent pneumatic compression leg sleeves) and drug prophylaxis (unfractionated heparin and low molecular heparin), and the treatment is mainly thrombolysis or operative thrombectomy. The treatment of pulmonary artery embolism includes remittance of pulmonary arterial hypertension, anticoagulation, thrombolysis, operative thrombectomy, interventional therapy and extracorporeal membrane oxygenation (ECMO). Hemorrhage is a rarely occurred but relatively serious complication after bariatric surgery. The primary cause of anastomotic bleeding after laparoscopic gastric bypass is incomplete hemostasis or weak laparoscopic repair. The common bleeding site in laparoscopic sleeve gastrectomy is gastric stump and close to partes pylorica, and the bleeding may be induced by malformation and weak repair technique. Patients with hemodynamic instability caused by active bleeding or excessive bleeding should timely received surgical treatment. Anastomotic fistula in gastric bypass can be divided into gastrointestinal anastomotic fistula and jejunum-jejunum anastomotic fistula. The treatment of postoperative anastomotic fistula should vary with each individual, and conservative treatment or operative treatment should be adopted. Anastomotic stenosis is mainly related to the operative techniques. Stenosis after sleeve gastrectomy often occurs in gastric angle, and the treatment methods include balloon dilatation and stent implantation, and surgical treatment should be performed when necessary. Marginal ulcer after gastric bypass is a kind of peptic ulcer occurring close to small intestine mucosa in the junction point of stomach and jejunum. Ulcer will also occur in the vestige stomach after laparoscopic sleeve gastrectomy, and the occurrence site locates mostly in the gastric antrum incisal margin. Preoperative anti-HP (helicobacter pylorus) therapy and postoperative continuous administration of proton pump inhibitor (PPI) for six months is the main means to prevent and treat marginal ulcer. For patients on whom conservative treatment is invalid, endoscopic repair or surgical repair should be considered. Different surgical procedures will generate different related operative complications. Fully understanding and effectively dealing with the complications of various surgical procedures through multidisciplinary cooperation is a guarantee for successful operation.
Anastomosis, Surgical ; adverse effects ; Anticoagulants ; therapeutic use ; Bariatric Surgery ; adverse effects ; Catheterization ; China ; Conservative Treatment ; Constriction, Pathologic ; etiology ; therapy ; Digestive System Fistula ; etiology ; therapy ; Endoscopy, Gastrointestinal ; methods ; Extracorporeal Membrane Oxygenation ; Gastrectomy ; adverse effects ; Gastric Bypass ; adverse effects ; Gastric Mucosa ; pathology ; Gastric Stump ; physiopathology ; surgery ; Gastrointestinal Hemorrhage ; etiology ; prevention & control ; surgery ; Hemostasis, Surgical ; adverse effects ; methods ; Hemostatic Techniques ; Heparin ; therapeutic use ; Humans ; Intermittent Pneumatic Compression Devices ; Intestine, Small ; pathology ; Laparoscopy ; adverse effects ; Margins of Excision ; Peptic Ulcer ; etiology ; therapy ; Postoperative Complications ; diagnosis ; prevention & control ; therapy ; Pulmonary Embolism ; etiology ; therapy ; Stents ; Stockings, Compression ; Thrombectomy ; Thrombolytic Therapy ; Venous Thrombosis ; etiology ; prevention & control ; therapy

Endoscopy plays an important role in the diagnosis and treatment of postoperative complications of gastric cancer. Endoscopic intervention can avoid the second operation and has attracted wide attention. Early gastric anastomotic bleeding after gastrectomy is the most common. With the development of technology, emergency endoscopy and endoscopic hemostasis provide a new treatment approach. According to the specific circumstances, endoscopists can choose metal clamp to stop bleeding, electrocoagulation hemostasis, local injection of epinephrine or sclerotherapy agents, and spraying specific hemostatic agents. Anastomotic fistula is a serious postoperative complication. In addition to endoscopically placing the small intestine nutrition tube for early enteral nutrition support treatment, endoscopic treatment, including stent, metal clip, OTSC, and Over-stitch suture system, can be chosen to close fistula. For anastomotic obstruction or stricture, endoscopic balloon or probe expansion and stent placement can be chosen. For esophageal anastomotic intractable obstruction after gastroesophageal surgery, radial incision of obstruction by the hook knife or IT knife, a new method named ERI, is a good choice. Bile leakage caused by bile duct injury can be treated by placing the stent or nasal bile duct. In addition, endoscopic methods are widely used as follows: abdominal abscess can be treated by the direct intervention under endoscopy; adhesive ileus can be treated by placing the catheter under the guidance of endoscopy to attract pressure; alkaline reflux gastritis can be rapidly diagnosed by endoscopy; gastric outlet obstruction mainly caused by cancer recurrence can be relieved by metal stent placement and the combination of endoscopy and X-ray can increase success rate; pyloric dysfunction and spasm caused by the vagus nerve injury during proximal gastrectomy can be treated by endoscopic pyloromyotomy, a new method named G-POEM, and the short-term outcomes are significant. Endoscopic submucosal dissection (ESD) allows complete resection of residual gastric precancerous lesions, however it should be performed by the experienced endoscopists.
Anastomosis, Surgical ; adverse effects ; Bile Ducts ; injuries ; Constriction, Pathologic ; etiology ; therapy ; Digestive System Fistula ; etiology ; therapy ; Duodenogastric Reflux ; diagnostic imaging ; etiology ; Endoscopy, Gastrointestinal ; methods ; Enteral Nutrition ; instrumentation ; methods ; Female ; Gastrectomy ; adverse effects ; Gastric Outlet Obstruction ; surgery ; Gastritis ; diagnosis ; Gastrointestinal Hemorrhage ; etiology ; therapy ; Hemostasis, Endoscopic ; methods ; Hemostatics ; administration & dosage ; therapeutic use ; Humans ; Male ; Neoplasm Recurrence, Local ; surgery ; Postoperative Complications ; diagnosis ; therapy ; Precancerous Conditions ; surgery ; Pylorus ; innervation ; physiopathology ; surgery ; Stents ; Stomach Neoplasms ; complications ; surgery ; Treatment Outcome ; Vagus Nerve Injuries ; etiology ; surgery

The anastomotic complications following radical gastrectomy mainly include anastomotic leakage, anastomotic hemorrhage, and anastomotic stricture. Theanastomotic complications are not rare and remain the most common complications resulting in the perioperativedeath of patients with gastric cancer. Standardized training could let surgeons fully realize that strict selection of operative indications, thorough preoperative assessment and preparation, and refined operation in surgery are the essential measures to prevent the anastomotic complications following radical gastrectomy. In addition, identifying these complications timely and taking effective measures promptly according to the clinical context are the keys to treating these complications, reducing the treatment cycle, and decreasing the mortality.
Anastomosis, Surgical ; adverse effects ; Anastomotic Leak ; prevention & control ; therapy ; Constriction, Pathologic ; prevention & control ; therapy ; Gastrectomy ; adverse effects ; methods ; Gastrointestinal Hemorrhage ; prevention & control ; therapy ; Humans ; Postoperative Complications ; diagnosis ; therapy ; Preoperative Care ; methods ; standards ; Risk Assessment ; methods ; standards ; Risk Factors ; Stomach Neoplasms ; complications ; mortality ; surgery

BACKGROUND/AIMS: Nonvariceal upper gastrointestinal bleeding (NVUGIB) is a common medical emergency that can be life threatening. This study evaluated predictive factors of 30-day mortality in patients with this condition. METHODS: A prospective observational study was conducted at a single hospital between April 2010 and November 2012, and 336 patients with symptoms and signs of gastrointestinal bleeding were consecutively enrolled. Clinical characteristics and endoscopic findings were reviewed to identify potential factors associated with 30-day mortality. RESULTS: Overall, 184 patients were included in the study (men, 79.3%; mean age, 59.81 years), and 16 patients died within 30 days (8.7%). Multivariate analyses revealed that comorbidity of diabetes mellitus (DM) or metastatic malignancy, age > or = 65 years, and hypotension (systolic pressure < 90 mmHg) during hospitalization were significant predictive factors of 30-day mortality. CONCLUSIONS: Comorbidity of DM or metastatic malignancy, age > or = 65 years, and hemodynamic instability during hospitalization were predictors of 30-day mortality in patients with NVUGIB. These results will help guide the management of patients with this condition.
Adult ; Age Factors ; Aged ; Chi-Square Distribution ; Comorbidity ; Diabetes Mellitus/mortality ; Endoscopy, Gastrointestinal ; Female ; Gastrointestinal Hemorrhage/diagnosis/*mortality/physiopathology/therapy ; Hemodynamics ; Hospital Mortality ; Hospitalization ; Humans ; Logistic Models ; Male ; Middle Aged ; Multivariate Analysis ; Neoplasm Metastasis ; Odds Ratio ; Predictive Value of Tests ; Prospective Studies ; Republic of Korea ; Risk Assessment ; Risk Factors ; Time Factors ; Treatment Outcome

BACKGROUND/AIMS: Practice guidelines recommend endoscopic band ligation (EBL) and endoscopic variceal obturation (EVO) for bleeding from esophageal varices and fundal varices, respectively. However, the optimal treatment for bleeding from cardiac varices along the lesser curvature of the stomach (GOV1) remains undefined. This retrospective study compared the efficacy between EBL and EVO for bleeding from GOV1. METHODS: Patients treated by EBL or EVO via cyanoacrylate injection for bleeding from GOV1 were enrolled. Patients diagnosed with hepatocellular carcinoma or treated with endoscopic injection sclerotherapy were excluded. RESULTS: The study included 91 patients treated for bleeding from GOV1. The mean age was 56.3±10.9 years (mean±SD), and 78 of them (85.7%) were men. Overall, 51 and 40 patients were treated with EBL and EVO, respectively. A trend for a higher hemostasis rate was noted in the EVO group (100%) than in the EBL group (82.6%, P=0.078). Varices rebled in 15 patients during follow-up. The rebleeding rate was significantly higher in the EBL group than in the EVO group (P=0.004). During follow-up, 13 patients died (11 in the EBL group and 2 in the EVO group); the survival rate was marginally significant between two groups (P=0.050). The rebleeding-free survival rate was significantly higher in the EVO group than in the EBL group (P=0.001). CONCLUSIONS: Compared to EBL, EVO offered significantly lower rebleeding rates, significantly higher rebleeding-free survival rates, and a trend for higher hemostasis and survival rates. EVO appears to be the better therapeutic option for bleeding from GOV1.
Adult ; Aged ; Carcinoma, Hepatocellular/complications ; Cyanoacrylates/*therapeutic use ; Disease-Free Survival ; Endoscopy, Gastrointestinal ; Female ; Gastrointestinal Hemorrhage/etiology/mortality/*therapy ; Humans ; Ligation ; Liver Cirrhosis/complications/diagnosis ; Liver Neoplasms/complications ; Male ; Middle Aged ; Proportional Hazards Models ; Recurrence ; Retrospective Studies ; Sclerotherapy ; Survival Rate ; Treatment Outcome