Bước đầu xây dựng mạng tương tác y học áp dụng trí tuệ nhân tạo lên dữ liệu sách y khoa của Đại học Oxford

Lĩnh vực 1: Tim mạch

STT

Tên Sách	Số trang	Số từ	Số trang sau tiền xử lý	Tổng số từ sau tền xử lý
1	Oxford American Handbook of Cardiology	658	164,638	355	22,326
2	Oxford American Handbook of Hospice and Palliative Medicine and Supportive Care	9	2,873	6	148
3	Oxford American Handbook of Neurology	43	8,381	15	203
4	Oxford American Handbook of Oncology	95	16,117	23	701
5	Oxford Handbook for the Foundation Programme	46	15,699	32	796
6	Oxford handbook of cardiac nursing	381	93,096	253	15,222
7	Oxford handbook of cardiology	829	196,899	537	39,629
8	Oxford Handbook of Children's and Young People's Nursing	44	8,546	19	494
9	Oxford Handbook of Clinical and Laboratory Investigation	166	34,934	60	1,752
10	Oxford Handbook of Clinical Diagnosis	61	13,433	27	945
11	Oxford Handbook of Clinical Examination and Practical Skills	39	9,886	22	548

Có thể bạn quan tâm!

Mạng Tương Tác Y Học Dưới Góc Nhìn Toàn Cảnh Của Tập Dữ Liệu Thần Kinh
Mạng Tương Tác Triệu Chứng Và Cơ Quan Của Tập Dữ Liệu Thần Kinh
Bước đầu xây dựng mạng tương tác y học áp dụng trí tuệ nhân tạo lên dữ liệu sách y khoa của Đại học Oxford - 7

Xem toàn bộ 73 trang tài liệu này.

Oxford Handbook of Clinical Haematology	794	185,896	342	21,485
13	Oxford Handbook of Clinical Immunology and Allergy	35	8,469	17	122
14	Oxford Handbook of Clinical Medicine	124	50,149	91	6,416
15	Oxford handbook of clinical pathology	58	12,163	49	1,697
16	OXFORD HANDBOOK OF CLINICAL PHARMACY	96	29,993	59	2,283
17	Oxford handbook of clinical skills for children's and young people's nursing	19	5,005	15	579
18	Oxford Handbook of Clinical Skills in Adult Nursing	47	8,439	16	164
19	Oxford Handbook of Clinical Surgery	56	13,156	30	563
20	Oxford handbook of critical care	326	62,689	115	5,853
21	Oxford handbook of critical care nursing	169	31,802	48	1,540
22	Oxford handbook of dialysis	657	142,923	268	17,202
23	Oxford handbook of emergency medicine	156	49,904	129	8,403
24	Oxford Handbook of Emergency Nursing	85	19,187	37	676
25	Oxford handbook of geriatric medicine	69	20,592	63	2,305
26	Oxford handbook of infectious diseases and microbiology	13	4,274	11	193
27	Oxford handbook of key clinical evidence	116	30,502	61	2,296
28	Oxford handbook of medical dermatology	47	10,936	19	374
29	Oxford Handbook of Medical Imaging	39	7,646	24	721
30	Oxford Handbook of Neonatology	118	22,307	30	523
31	Oxford Handbook of Nephrology and Hypertension	202	53,832	156	8,551
32	Oxford handbook of nutrition and dietetics	76	19,911	54	2,631
33	Oxford Handbook of Operative Surgery	114	22,855	48	890
34	Oxford handbook of paediatrics	70	16,232	36	1,057
35	Oxford Handbook of Renal Nursing	77	18,524	53	1,901
36	Oxford handbook of sport and exercise medicine	76	19,682	53	2,657
37	Oxford handbook of surgical nursing	54	11,999	16	237
38	Oxford Textbook of Anaesthesia for the Elderly Patient	33	30,497	32	4,395
39	Oxford Textbook of Cardiothoracic Anaesthesia	475	327,561	424	73,603
40	Oxford textbook of children’s sport and exercise medicine	24	22,136	22	3,664
41	Oxford Textbook of Clinical Nephrology	361	285,925	333	68,930
42	Oxford Textbook of Critical Care	1,134	711,791	977	178,907
43	Oxford Textbook of Palliative Medicine	17	15,630	17	1,919
44	Oxford Textbook of Rheumatology	120	102,404	118	20,293
45	Oxford textbook of stroke and cerebrovascular disease	278	242,165	270	53,769
46	Oxford Textbook of Vasculitis	655	512,015	597	139,470

Lĩnh vực 2: Nội tiết

STT

Tên Sách	Số trang	Số từ	Số trang sau tiền xử lý	Tổng số từ sau tiền xử lý
1	Oxford American handbook of endocrinology and diabetes	697	167,800	510	32,103
2	Oxford American Handbook of Oncology	179	41,207	75	3,721
3	Oxford Handbook for the Foundation Programme	34	13,001	29	616
4	Oxford Handbook of Children's and Young People's Nursing	60	12,443	24	629
5	Oxford Handbook of Clinical and Laboratory Investigation	103	23,683	42	1,670
6	Oxford Handbook of Clinical Examination and Practical Skills	59	12,124	20	261
7	Oxford Handbook of Clinical Medicine	40	17,993	33	1,488
8	Oxford handbook of clinical pathology	139	30,581	104	4,945
9	OXFORD HANDBOOK OF CLINICAL PHARMACY	33	11,227	27	757
10	Oxford handbook of clinical skills for children's and young people's nursing	8	1,980	7	225
11	Oxford Handbook of Clinical Surgery	96	20,553	45	1,013
12	Oxford handbook of critical care	342	60,858	119	6,212
13	Oxford Handbook of Emergency Nursing	84	19,626	39	836
14	Oxford handbook of endocrinology and diabetes	880	152,468	244	10,700
15	Oxford Handbook of Gastrointestinal Nursing	52	10,388	23	1,087
16	Oxford handbook of geriatric medicine	67	18,458	53	1,845
17	Oxford handbook of key clinical evidence	146	38,024	77	3,000
18	Oxford handbook of medical dermatology	43	12,735	27	722
19	Oxford Handbook of Medical Imaging	89	14,520	46	1,976
20	Oxford Handbook of Medical Sciences	95	20,057	44	923
21	Oxford Handbook of Neonatology	74	13,274	20	248
22	Oxford Handbook of Nephrology and Hypertension	315	87,582	257	16,042
23	Oxford handbook of nutrition and dietetics	155	41,451	113	6,589
24	Oxford Handbook of Operative Surgery	148	32,585	63	2,003
25	Oxford handbook of paediatrics	95	19,680	31	727
26	Oxford Handbook of Reproductive Medicine and Family Planning	375	85,533	208	12,154
27	Oxford handbook of surgical nursing	55	13,782	25	548
28	Oxford Textbook of Anaesthesia for the Elderly Patient	7	6,584	7	637
29	Oxford textbook of children’s sport and exercise medicine	68	66,442	66	13,805
30	Oxford Textbook of Clinical Nephrology	361	285,925	333	68,930
31	Oxford Textbook of Critical Care	372	231,028	326	51,560
32	Oxford textbook of obstetric anaesthesia	78	57,235	69	10,487
33	Oxford Textbook of Palliative Medicine	66	51,627	61	7,136
34	Oxford Textbook of Rheumatology	25	21,115	24	2,791

Lĩnh vực 3: Thần kinh

STT

Tên Sách	Số trang	Số từ	Số trang sau tiền xử lý	Tổng số từ sau tiền xử lý
1	Oxford American Handbook of Hospice and Palliative Medicine and Supportive Care	125	35,792	71	3,711
2	Oxford American Handbook of Neurology	431	87,408	143	4,518
3	Oxford American Handbook of Oncology	87	16,957	28	837
4	Oxford Handbook for the Foundation Programme	33	12,221	29	381
5	Oxford Handbook of Anaesthesia	1,280	322,447	902	73,061
6	Oxford Handbook of Children's and Young People's Nursing	95	20,369	48	1,668
7	Oxford Handbook of Clinical and Laboratory Investigation	65	13,349	21	314
8	Oxford Handbook of Clinical Diagnosis	90	20,547	40	1,334
9	Oxford Handbook of Clinical Examination and Practical Skills	206	45,014	74	2,408
10	Oxford Handbook of Clinical Medicine	74	30,254	57	2,489
11	Oxford handbook of clinical pathology	23	5,487	19	438
12	OXFORD HANDBOOK OF CLINICAL PHARMACY	49	14,419	33	770
13	Oxford handbook of clinical skills for children's and young people's nursing	38	11,283	34	1,141
14	Oxford Handbook of Clinical Skills in Adult Nursing	83	14,560	30	431
15	Oxford Handbook of Clinical Specialties	227	120,476	208	15,222
16	Oxford Handbook of Clinical Surgery	17	4,412	11	155
17	Oxford handbook of critical care	52	11,070	20	472
18	Oxford handbook of critical care nursing	35	8,196	15	452
19	Oxford handbook of emergency medicine	105	34,524	87	4,452
20	Oxford Handbook of Emergency Nursing	51	13,115	29	526
21	Oxford Handbook of Expedition and Wilderness Medicine	26	7,024	16	376
22	Oxford handbook of forensic medicine	36	11,933	32	1,285
23	Oxford Handbook of Gastrointestinal Nursing	7	1,534	4	135
24	Oxford handbook of geriatric medicine	104	28,081	84	3,616
25	Oxford handbook of infectious diseases and microbiology	27	8,350	17	532
26	Oxford handbook of key clinical evidence	127	33,717	70	2,475
27	Oxford handbook of medical dermatology	26	7,216	17	300
28	Oxford Handbook of Medical Imaging	66	10,007	29	843
29	Oxford Handbook of Medical Sciences	153	38,441	77	2,915
30	Oxford Handbook of Neonatology	48	8,677	14	117
31	Oxford handbook of neurology	503	69,313	98	4,897

Oxford handbook of nutrition and dietetics	12	3,517	8	191
33	Oxford Handbook of Operative Surgery	60	13,469	27	337
34	Oxford handbook of paediatrics	130	32,123	71	1,992
35	Oxford handbook of pain management	30	8,930	25	920
36	Oxford Handbook of Psychiatry	1,042	302,525	700	55,032
37	Oxford handbook of sport and exercise medicine	72	16,725	46	2,069
38	Oxford handbook of surgical nursing	31	9,695	25	617
39	Oxford Handbook of Urology	35	9,872	22	938
40	Oxford Textbook of Anaesthesia for the Elderly Patient	62	59,205	60	9,228
41	Oxford textbook of children’s sport and exercise medicine	34	29,314	34	4,658
42	Oxford textbook of clinical neurophysiology	448	299,366	365	69,682
43	Oxford textbook of cognitive neurology and dementia	470	369,194	427	90,143
44	Oxford Textbook of Critical Care	200	126,069	167	24,210
45	Oxford Textbook of Epilepsy and Epileptic Seizures	377	346,459	354	74,841
46	Oxford Textbook of Neuromuscular Disorders	366	262,578	330	58,271
47	Oxford Textbook of Neurorehabilitation	439	356,234	408	91,047
48	Oxford textbook of obstetric anaesthesia	895	693,891	831	168,953
49	Oxford Textbook of Old Age Psychiatry	821	810,964	782	201,600
50	Oxford Textbook of Osteoarthritis and Crystal Arthropathy	14	11,012	13	1,453
51	Oxford Textbook of Palliative Medicine	295	246,912	277	54,127
52	Oxford Textbook of Palliative Nursing	271	200,531	247	42,463
53	Oxford Textbook of Psychiatry	2,019	1,855,737	1,961	471,315
54	Oxford Textbook of Rheumatology	103	81,529	96	14,557
55	Oxford textbook of sleep disorders	527	402,235	462	101,092
56	Oxford textbook of stroke and cerebrovascular disease	278	242,165	270	53,769
57	Oxford Textbook of Vertigo and Imbalance	345	256,532	317	56,895

Phụ lục 2: Danh sách các từ khóa

Nhóm “Bệnh”

'adenocarcinoma','adenoma','allergi','alzheim','amyloidosi','anaemia','anderson','aneu rysm','anthrax','aphasia','arrhythmia','arthriti','ascit','asthma','atherosclerosi','autism',' autoimmun','blind','bradycardia','bronchiti','brucellosi','bulimia','burn','bursiti','cance r','candidosi','carcinoma','cardiomyopathi','cataract','chondrocalcinosi','cirrhosi','cleft ','coliti','cryoglobulinaemia','cystinosi','deaf','dermat','dermatomyos','diabet','diarrhoe a','duchenn','dystonia','dystrophi','eczema','embol','epilepticu','failur','fractur','glauco ma','glioma','glomerulonephr','glomerulosclerosi','gout','granuloma','haemolysi','hae moptysi','herniat','herp','hiv/aid','hyperparathyroid','hypersensit','hypersomnia','hyper thyroid','hypertrophi','hypochondriasi','hypothyroid','infertil','ischaemia','lambertoee aton','leptospirosi','lesion','leukaemia','lewi','lupu','lymphedema','lymphoma','malabs orpt','malaria','malform','malnutrit','measl','melanoma','mesothelioma','migrain','mill er','myasthenia','myeloma','myoclonu','myositi','myotonia','narcolepsi','nephriti','nep hrolithiasi','nervosa','neuriti','nystagmu','obes','osteoarthr','osteomyel','osteoporosi','p alsi','pannicul','parkinson','phobia','pneumonia','pneumothorax','polyarter','preeclamp sia','prion','proteinuria','psoriasi','psychosi','ptsd','purpura','pyelonephr','rash','raynau d','retard','rheumat','ruptur','sarcoidosi','sarcoma','saunder','schistosomiasi','schizophr enia','sepsi','sever','sjogren','steatosi','stone','stroke','syphili','tetanu','thalassaemia','thr omboembol','tuberculosi','ulcer','vesicl','wart','wilson'

Nhóm “Triệu chứng”

'abscess','acidosi','addict','alkalosi','amnesia','anorexia','anxieti','apnea','ataxia','atroph i','bacteraemia','bleed','blister','breathless','carcinogenesi','coma','confound','confus',' constip','contus','cough','cramp','cyanosi','deform','degener','delirium','delus','dementi a','depress','distress','diuresi','dysfunct','dysphagia','dyspnea','dysthymia','edema','eryt hema','fatal','fatigu','fear','fever','frailti','haematoma','haematuria','haemorrhag','hallu cin','headach','hiccup','hypercalcaemia','hyperglycaemia','hyperkalaemia','hyperlipid aemia','hypernatraemia','hypertens','hyperuricaemia','hyperventil','hypoglycaemia','h ypokalaemia','hyponatraemia','hypotens','hypothermia','hypoventil','hypovolaemia',' hypoxia','immunosuppress','impair','infect','insomnia','issu','itch','labour','latenc','leak ','malign','mania','metastasi','miscarriag','nausea','necrosi','neoplasm','nodul','obstruct'

,'pain','panic','papul','paralysi','plaqu','prolaps','regurgit','rhabdomyolysi','rheum','sani

t','sclerosi','seizur','shock','spasm','sputum','stenosi','strain','stress','syncop','tachycard

ia','tension','thrombocytopenia','thrombosi','thrombu','trauma','tremor','tumor','vasoc onstrict','vasodil','vertigo'

Nhóm “Cơ quan”

'abdomen','airway','ankl','aorta','arteri','arteriol','axon','bladder','blood','bone','bowel',' brain','brainstem','breast','breech','bronchiol','bulbar','canin','capillari','cardiac','caroti d','cartilag','caviti','cervix','chest','colon','cord','corneal','cortex','cyst','diaphragm','elb

ow','endocrin','endothelium','epithelium','face','foot','gallbladd','gland','hand','head','h

eart','heel','hippocampu','immunolog','joint','kidney','knee','ligament','limb','liver','ltra

tion','lung','lymph','lymphocyt','macrophag','marrow','membran','mening','milk','mou

th','mucos','mucu','muscl','neck','nephron','nerv','neuron','node','oesophag','ovul','pala

t','pancreat','parathyroid','patel','pelvi','peni','pericard','periton','placenta','plasma','pla

telet','pleura','plexu','podocyt','prostat','pulp','rectum','respiratori','serum','shoulder','s

keleton','skin','sphincter','spine','stem','stomach','synov','teeth','tendon','throat','thyroi

d','tissu','tongu','tracheal','valv','vascular','vein','vena','ventricl','vertebra','vision','wris t'