elevation of disease的問題,透過圖書和論文來找解法和答案更準確安心。 我們找到下列地圖、推薦、景點和餐廳等資訊懶人包

elevation of disease的問題,我們搜遍了碩博士論文和台灣出版的書籍,推薦Toldra, Fidel (EDT)寫的 Advances in Food and Nutrition Research 和DENNIS L.KASPER等的 哈里森內科學手冊(第19版•英文版)都 可以從中找到所需的評價。

這兩本書分別來自 和北京聯合所出版 。

慈濟大學 醫學資訊學系碩士班 潘健一所指導 林怡均的 基於影像前處理的卷積神經網路偵測ST段上升型心肌梗塞疾病 (2021),提出elevation of disease關鍵因素是什麼,來自於ST段上升型心肌梗塞、心電圖、卷積神經網絡深度學習、影像前處理、紙本心電圖。

而第二篇論文臺北醫學大學 醫務管理學系碩士在職專班 簡文山所指導 邱彥蓁的 以人工神經網路(ANN)分析心臟衰竭再住院的危險因子 (2021),提出因為有 心臟衰竭、再住院、人工神經網路、模型預測的重點而找出了 elevation of disease的解答。

接下來讓我們看這些論文和書籍都說些什麼吧:

除了elevation of disease,大家也想知道這些:

Advances in Food and Nutrition Research

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為了解決elevation of disease的問題,作者Toldra, Fidel (EDT) 這樣論述:

Advances in Food and Nutrition Research, Volume 84 provides updated knowledge on nutrients in foods and how to avoid their deficiency, especially the essential nutrients that should be present in the diet to reduce disease risk and optimize health. The book provides the latest advances on the identi

fication and characterization of emerging bioactive compounds with putative health benefits. Readers will find up-to-date information on food science, including raw materials, production, processing, distribution and consumption, with an emphasis on nutritional benefits and health effects.Specific s

ections in this new release include discussions on ethylcellulose oleogels, novel biosensors for the rapid detection of toxicants in foods, polyphenols and their interactions with other dietary compounds- implications for human health, protein hydrolysates and hypolipidemia, the effects of B-alanine

supplementation on carnosine elevation and physiological performance, the effect of ultrasound technology on food and nutritional quality, modern procedures for removal of hazardous compounds from foods, the bioactive potential of Andean and Amazonian fruits, seeds and tubers, and more. Presents co

ntributions and the expertise and reputation of leaders in nutrition Includes updated and in-depth critical discussions of available information, giving readers a unique opportunity to learn Provides high-quality illustrations (with a high percentage in color) that give additional value

基於影像前處理的卷積神經網路偵測ST段上升型心肌梗塞疾病

為了解決elevation of disease的問題,作者林怡均 這樣論述:

心血管疾病一直都是國人十大死因的前幾名,其中急性冠心症(Acute Coronary Syndrome, ACS)最為致命。急性冠心症的臨床機轉為供應心臟的冠狀動脈血管產生狹窄、阻塞,使心肌無法獲得氧氣、營養,進而引起心臟壞死,其中又以ST段上升心肌梗塞(STEMI)疾病的心肌受損程度會隨著時間的增加而迅速擴大最為危急。在診斷方面,急性冠心症的主要診斷工具為心電圖,心電圖以非侵入式的方式監測、紀錄下心臟的生理活動並產生心電圖,醫生可根據心電圖去區分急性冠心症的類型,進而決定進行何種治療。現今台灣的救護車多配置生理監視器,在出勤時能針對疑似心臟疾病患者做初步的判斷,在救護途中將量測的心電圖回傳

遠端醫院的醫師進行判斷,這樣的作業模式須依賴心臟專科醫師隨時待命來完成,效率較為低落,若使用科技輔助,將能大幅減少時間成本,達到迅速判讀、準確救護的目的。近年來,由於深度學習方法迅速進展,特別是關於影像分類的CNN模型能夠出色的解決複雜的影像問題,因此被廣泛運用於醫學影像分類。然而一般訓練CNN模型需要大量的影像資料才能獲得準確的分類結果,然而一般醫院的STEMI患者的數量並不算多。本研究的目的在探討心電圖資料相對較少的前提下,分析不同的影像前處理方法對CNN為基礎的深度學習模型的表現,包含影像去背、形態學處理、影像增強等影像前處理技術優化心電圖影像,最後再透過不同的CNN模型,判斷ST段上升

型心肌梗塞患者。本研究中,我們僅使用602張圖片,分別在多個CNN模型中進行訓練、測試,包含EfficientNet、ResNet、DenseNet皆得到87%以上的準確率,證實影像前處理之重要性。

哈里森內科學手冊(第19版•英文版)

為了解決elevation of disease的問題,作者DENNIS L.KASPER等 這樣論述:

本書是《哈里森內科學(第19版)》的減縮版口袋書,內容涵蓋病因與流行病學、臨床相關病理生理學、症狀與體征、診斷與鑒別診斷、體格檢查與實驗室檢查、診療要點、實用指南等,著重呈現了醫學實踐中常見疾病的臨床表現、診斷和治療要點,寫作特點突出。本書以全彩、簡潔實用、方便攜帶為特色,為臨床診療、查房提供速查資料。   Dennis L.Kasper博士是威廉埃勒裡強尼的醫學教授;任哈佛醫學院微生物學與免疫生物學系免疫分部微生物學和免疫生物學教授;同時在麻塞諸塞州的波士頓布萊根婦女醫院任職。   Contributors.......................

.........................xv Preface...................................................xvii Acknowledgments..........................................xix SECTION 1 CARE OF THE HOSPITALIZED PATIENT 1 Electrolytes/Acid-Base Balance....................................................1 2 Diagnostic Imagin

g in Internal Medicine..................................23 3 Procedures Commonly Performed by Internists......................26 4 Principles of Critical Care Medicine...........................................31 5 Pain and Its Management...........................................................35

6 Assessment of Nutritional Status...............................................40 7 Enteral and Parenteral Nutrition...............................................43 8 Transfusion and Pheresis Therapy.............................................46 9 Palliative and End-of-Life Care.................

..................................48 SECTION 2 MEDICAL EMERGENCIES 10 Cardiovascular Collapse and Sudden Death.............................57 11 Shock............................................................................................61 12 Sepsis and Septic Shock.............................

.................................65 13 Acute Pulmonary Edema............................................................69 14 Acute Respiratory Distress Syndrome.......................................71 15 Respiratory Failure......................................................................73 16

Confusion, Stupor, and Coma....................................................76 17 Stroke...........................................................................................82 18 Subarachnoid Hemorrhage........................................................91 19 Increased Intracranial Pre

ssure and Head Trauma..................93 20 Spinal Cord Compression...........................................................98 21 Hypoxic-Ischemic Encephalopathy..........................................100 22 Status Epilepticus.....................................................................

.101 23 Diabetic Ketoacidosis and Hyperosmolar Coma....................104 24 Hypoglycemia............................................................................107 25 Oncologic Emergencies.............................................................109 26 Anaphylaxis...........................

....................................................114 27 Bites, Venoms, Stings, and Marine Poisonings.......................115 SECTION 3 COMMON PATIENT PRESENTATIONS 28 Fever, Hyperthermia, and Rash................................................127 29 Generalized Fatigue.........................

.........................................131 30 Weight Loss................................................................................135 31 Chest Pain..................................................................................137 32 Palpitations...........................................

.....................................141 33 Dyspnea......................................................................................142 34 Cyanosis.....................................................................................145 35 Cough and Hemoptysis....................................

.........................146 36 Edema.........................................................................................150 37 Abdominal Pain.........................................................................154 38 Nausea, Vomiting, and Indigestion........................................

.158 39 Dysphagia..................................................................................162 40 Diarrhea, Malabsorption, and Constipation...........................167 41 Gastrointestinal Bleeding.........................................................174 42 Jaundice and Evaluation of Liv

er Function.............................178 43 Ascites........................................................................................187 44 Lymphadenopathy and Splenomegaly...................................189 45 Anemia and Polycythemia......................................................

..194 46 Azotemia and Urinary Abnormalities......................................197 47 Pain and Swelling of Joints.......................................................203 48 Back and Neck Pain...................................................................207 49 Headache.......................

............................................................215 50 Syncope......................................................................................222 51 Dizziness and Vertigo...............................................................226 52 Acute Visual Loss and Double Vision.......

...............................229 53 Weakness and Paralysis............................................................233 54 Tremor and Movement Disorders............................................236 55 Aphasia......................................................................................

.239 56 Sleep Disorders..........................................................................241 57 Dysuria and Bladder Pain.........................................................245 SECTION 4 OTOLARYNGOLOGY 58 Sore Throat, Earache, and Upper Respiratory Symptoms...............................

..............................247 SECTION 5 DERMATOLOGY 59 General Examination of the Skin.............................................255 60 Common Skin Conditions.........................................................258 SECTION 6 HEMATOLOGY AND ONCOLOGY 61 Examination of Blood Smears and Bone M

arrow...................265 62 Red Blood Cell Disorders..........................................................267 63 Leukocytosis and Leukopenia..................................................274 64 Bleeding and Thrombotic Disorders.......................................277 65 Myeloid Leukemias

, Myelodysplasia, and Myeloproliferative Syndromes................................................283 66 Lymphoid Malignancies............................................................293 67 Skin Cancer................................................................................305 68 Head and

Neck Cancer..............................................................308 69 Lung Cancer...............................................................................310 70 Breast Cancer.............................................................................316 71 Tumors of the Gastrointest

inal Tract......................................321 72 Genitourinary Tract Cancer......................................................333 73 Gynecologic Cancer...................................................................338 74 Prostate Hyperplasia and Carcinoma................................

......342 75 Cancer of Unknown Primary Site.............................................345 76 Paraneoplastic Endocrine Syndromes.....................................348 77 Neurologic Paraneoplastic Syndromes...................................352 SECTION 7 INFECTIOUS DISEASES 78 Infections Acquired

in Health Care Facilities..........................357 79 Infections in the Immunocompromised Host.........................362 80 Infective Endocarditis...............................................................372 81 Intraabdominal Infections.....................................................

...382 82 Infectious Diarrheas..................................................................386 83 Sexually Transmitted and Reproductive Tract Infections.....399 84 Infections of the Skin, Soft Tissues, Joints, and Bones..........415 85 Pneumococcal Infections....................................

......................422 86 Staphylococcal Infections.........................................................425 87 Streptococcal/Enterococcal Infections, Diphtheria, and Infections Caused by Other Corynebacteria and Related Species..................................................................

434 88 Meningococcal and Listerial Infections...................................443 89 Infections Caused by Haemophilus, Bordetella, Moraxella, and HACEK Group Organisms...............................448 90 Diseases Caused by Gram-Negative Enteric Bacteria and Pseudomonas............................

...........................453 91 Infections Caused by Miscellaneous Gram-Negative Bacilli...............................................................462 92 Anaerobic Infections.................................................................469 93 Nocardiosis, Actinomycosis, and Whipple’s Diseas

e.............477 94 Tuberculosis and Other Mycobacterial Infections.................482 95 Lyme Disease and Other Nonsyphilitic Spirochetal Infections...............................................................494 96 Rickettsial Diseases...........................................................

........500 97 Mycoplasma pneumoniae, Legionella Species, and Chlamydia pneumoniae.............................................................510 98 Chlamydia trachomatis and C. psittaci.....................................514 99 Herpesvirus Infections...............................................

...............516 100 Cytomegalovirus and Epstein-Barr Virus Infections..............525 101 Influenza and Other Viral Respiratory Diseases.....................530 102 Rubeola, Rubella, Mumps, and Parvovirus Infections...........538 103 Enteroviral Infections........................................

........................543 104 Insect- and Animal-Borne Viral Infections..............................546 105 HIV Infection and AIDS.............................................................554 106 Fungal Infections.......................................................................568 107 Pn

eumocystis Infections............................................................583 108 Protozoal Infections..................................................................586 109 Helminthic Infections and Ectoparasite Infestations..................................................................

..............599 SECTION 8 CARDIOLOGY 110 Physical Examination of the Heart...........................................613 111 Electrocardiography.................................................................618 112 Noninvasive Examination of the Heart...................................622 113 Co

ngenital Heart Disease in the Adult....................................627 114 Valvular Heart Disease..............................................................632 115 Cardiomyopathies and Myocarditis........................................639 116 Pericardial Disease..............................

......................................644 117 Hypertension.............................................................................649 118 Metabolic Syndrome.................................................................656 119 ST-Segment Elevation Myocardial Infarction........................

............................................................658 120 Unstable Angina and Non-ST-Elevation Myocardial Infarction................................................................668 121 Chronic Stable Angina..............................................................672 122 Bradyarrhyt

hmias.....................................................................677 123 Tachyarrhythmias.....................................................................679 124 Heart Failure and Cor Pulmonale.............................................687 125 Diseases of the Aorta....................

............................................693 126 Peripheral Vascular Disease.....................................................696 127 Pulmonary Hypertension..........................................................699 SECTION 9 PULMONOLOGY 128 Respiratory Function and Pulmonary Diagnostic Proc

edures..............................................................705 129 Asthma.......................................................................................711 130 Environmental Lung Diseases..................................................715 131 Chronic Obstructive Pulmonary Disease.

................................718 132 Pneumonia, Bronchiectasis, and Lung Abscess......................722 133 Pulmonary Thromboembolism and Deep-Vein Thrombosis................................................................................730 134 Interstitial Lung Disease........................

...................................734 135 Diseases of the Pleura and Mediastinum................................740 136 Disorders of Ventilation............................................................744 137 Sleep Apnea............................................................................

...745 SECTION 10 NEPHROLOGY 138 Acute Renal Failure...................................................................747 139 Chronic Kidney Disease and Uremia........................................752 140 Dialysis....................................................................................

...754 141 Renal Transplantation..............................................................756 142 Glomerular Diseases.................................................................759 143 Renal Tubular Disease...............................................................769 144 Urinary Tract

Infections and Interstitial Cystitis....................775 145 Nephrolithiasis..........................................................................779 146 Urinary Tract Obstruction.........................................................782 SECTION 11 GASTROENTEROLOGY 147 Peptic Ulcer and Rela

ted Disorders.........................................785 148 Inflammatory Bowel Diseases..................................................790 149 Colonic and Anorectal Diseases...............................................794 150 Cholelithiasis, Cholecystitis, and Cholangitis......................

...799 151 Pancreatitis................................................................................804 152 Acute Hepatitis..........................................................................809 153 Chronic Hepatitis.......................................................................816

154 Cirrhosis and Alcoholic Liver Disease......................................826 155 Portal Hypertension..................................................................831 SECTION 12 ALLERGY, CLINICAL IMMUNOLOGY, AND RHEUMATOLOGY 156 Diseases of Immediate-Type Hypersensitivity...................

....835 157 Primary Immune Deficiency Diseases.....................................840 158 Systemic Lupus Erythematosus, Rheumatoid Arthritis, and Other Connective Tissue Diseases....................................843 159 Vasculitis...................................................................

.................850 160 Ankylosing Spondylitis.............................................................854 161 Psoriatic Arthritis.......................................................................857 162 Reactive Arthritis....................................................................

...859 163 Osteoarthritis.............................................................................861 164 Gout, Pseudogout, and Related Diseases...............................863 165 Other Musculoskeletal Disorders.............................................867 166 Sarcoidosis..................

...............................................................870 167 Amyloidosis...............................................................................873 SECTION 13 ENDOCRINOLOGY AND METABOLISM 168 Disorders of the Anterior Pituitary and Hypothalamus.........877 169 Diabetes Insipidus and

Syndrome of Inappropriate Antidiuretic Hormone...............................................................883 170 Thyroid Gland Disorders...........................................................886 171 Adrenal Gland Disorders..........................................................895 172 Obe

sity.......................................................................................901 173 Diabetes Mellitus.......................................................................904 174 Disorders of the Male Reproductive System...........................912 175 Disorders of the Female Repro

ductive System......................917 176 Hypercalcemia and Hypocalcemia...........................................924 177 Osteoporosis and Osteomalacia..............................................931 178 Hypercholesterolemia and Hypertriglyceridemia..................936 179 Hemochromatosis, Porp

hyrias, and Wilson’s Disease...........942 SECTION 14 NEUROLOGY 180 The Neurologic Examination....................................................947 181 Seizures and Epilepsy...............................................................956 182 Dementia..............................................

......................................968 183 Parkinson’s Disease...................................................................976 184 Ataxic Disorders........................................................................981 185 ALS and Other Motor Neuron Diseases.............................

......984  

以人工神經網路(ANN)分析心臟衰竭再住院的危險因子

為了解決elevation of disease的問題,作者邱彥蓁 這樣論述:

研究目的:以人工神經網路及統計運算方法預測人口學特徵與疾病因子對於心臟衰竭再住院的影響程度。研究方法:本研究以次級資料進行分析,運用北部某醫學大學臨床研究資料庫資料,採人工神經網路(Artificial Neural Network, ANN)演算法來預測心臟衰竭住院病患再住院的危險因子,本研究個案之基本人口學特徵為年齡、性別、BMI;疾病因子為高血壓、高血脂、冠狀動脈疾病、心肌梗塞、糖尿病、慢性阻塞性肺病、慢性腎臟病。研究資料區間自2010年01月01日至2020年12月31日,總樣本數為3,256筆,以R軟體進行隨機分組,分為75%訓練組(N=2,442)及25%測試組(N=814),透

過輸入變項之不同,進行各模組間比較。每項模組訓練以十折交叉驗證進行試驗,取其準確度最佳之結果作為評估心臟衰竭再住院模型之標準。最後針對選擇出的最佳模組,呈現各變項在神經網路模型中的相對重要程度。研究結果:經各項模組比較後發現,納入所有變項之模組表現最佳,測試組之敏感度為94.49%、準確度為80.96%,以及ROC曲線下面積為85.96%,其表示各項危險因子納入模型中對於預測結果皆有幫助。最後,依據此結果進行變項重要性評估,結果發現,慢性腎臟病為影響心臟衰竭再住院最重要的危險因子,比例為19.86%,糖尿病則次之(11.78%),冠狀動脈疾病位居第三(10.82%)。影響較小則為BMI(6.0

3%)及高血壓(6.27%)。結論:依據本研究結果,納入所有危險因子之模組表現最佳,亦表示各項危險因子對於心臟衰竭再住院患者皆有其影響性。目前國內多數醫療器材廠商較難取得疾病患者原始資料,來輔助產品之優化,期望可透過本研究實際的預測結果,將各項危險因子之影響程度提供醫療器材廠商增強儀器訓練及模型校正,達到產品最佳化之精準預測能力。