References / Further Reading - AI in Healthcare - Academic & General Editions 2022
REFERENCES - ACADEMIC EDITION 2022
REFERENCES - GENERAL EDITION 2022
REFERENCES - ACADEMIC EDITION 2022
SECTION 1: ARTIFICIAL INTELLIGENCE IN HEALTHCARE
1. A BRIEF INTRODUCTION TO AI IN HEALTHCARE - References / Further Reading: MedMantra.com/a1
2. AI-AUGMENTED HEALTHCARE – CURRENT STATE AND FUTURE APPLICATIONS - References / Further Reading: MedMantra.com/a2
3. FDA-APPROVED AI APPLICATIONS IN MEDICINE - References / Further Reading: MedMantra.com/a3
SECTION 2: ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING SIMPLIFIED
4. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING SIMPLIFIED - References / Further Reading: MedMantra.com/a4
5. HEALTHCARE DATA - References / Further Reading: MedMantra.com/a5
6. THE AI BLACK BOX ISSUE AND EXPLAINABLE AI - References / Further Reading: MedMantra.com/a6
7. THE FUTURE OF AI IN HEALTHCARE WITH FEDERATED LEARNING - References / Further Reading: MedMantra.com/a7
8. NATURAL LANGUAGE PROCESSING (NLP) IN HEALTHCARE - References / Further Reading: MedMantra.com/a8
9. MYTHS ABOUT AI APPLICATIONS IN HEALTHCARE - References / Further Reading: MedMantra.com/a9
10. AI RESEARCH IN HEALTHCARE: A PRACTICAL GUIDE - References / Further Reading: MedMantra.com/a10
SECTION 3: ETHICS OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE
11. ETHICS OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a11
SECTION 4: IMPLEMENTATION OF AI INTO CLINICAL PRACTICE
12. IMPLEMENTATION OF AI INTO CLINICAL PRACTICE - References / Further Reading: MedMantra.com/a12
13. IMPLEMENTATION OF AI INTO RADIOLOGY WORKFLOW - References / Further Reading: MedMantra.com/a13
14. IMPLEMENTATION OF AI INTO PATHOLOGY WORKFLOW - References / Further Reading: MedMantra.com/a14
SECTION 5: AI IN TELEHEALTH, COVID-19, DRUG DISCOVERY AND DEVELOPMENT, AND HEALTHCARE ROBOTICS
15. AI IN TELEHEALTH - References / Further Reading: MedMantra.com/a15
16. AI IN THE FIGHT AGAINST COVID-19 - References / Further Reading: MedMantra.com/a16
17. AI IN DRUG DISCOVERY AND DEVELOPMENT - References / Further Reading: MedMantra.com/a17
18. AI IN HEALTHCARE ROBOTICS - References / Further Reading: MedMantra.com/a18
SECTION 6: AI IN ELECTRONIC HEALTH RECORDS, HEALTH INSURANCE, AND MEDICAL EDUCATION
19. AI IN ELECTRONIC HEALTH RECORDS - References / Further Reading: MedMantra.com/a19
20. HEALTH AND MEDICAL DATA OWNERSHIP - References / Further Reading: MedMantra.com/a20
21. AI IN HEALTH INSURANCE - References / Further Reading: MedMantra.com/a21
22. AI IN MEDICAL EDUCATION - References / Further Reading: MedMantra.com/a22
SECTION 7: AI IN GENOMIC AND PRECISION MEDICINE AND VIRTUAL ASSISTANTS AND HOSPITALS
23. AI IN GENOMIC MEDICINE - References / Further Reading: MedMantra.com/a23
24. AI IN PRECISION MEDICINE - References / Further Reading: MedMantra.com/a24
25. VIRTUAL HEALTH AND MEDICAL ASSISTANTS AND VIRTUAL HOSPITALS - References / Further Reading: MedMantra.com/a25
SECTION 8: PRESENT STATE & FUTURE OF AI IN MAJOR HEALTHCARE SPECIALTIES
26. PREVENTIVE HEALTHCARE - References / Further Reading: MedMantra.com/a26
27. NUTRITION - References / Further Reading: MedMantra.com/a27
28. RADIOLOGY - References / Further Reading: MedMantra.com/a28
29. PATHOLOGY - References / Further Reading: MedMantra.com/a29
30. SURGERY - References / Further Reading: MedMantra.com/a30
31. ANESTHESIOLOGY - References / Further Reading: MedMantra.com/a31
32. PAIN MEDICINE - References / Further Reading: MedMantra.com/a32
33. PSYCHIATRY - References / Further Reading: MedMantra.com/a33
34. CARDIOLOGY - References / Further Reading: MedMantra.com/a34
35. PHARMACY - References / Further Reading: MedMantra.com/a35
36. DERMATOLOGY - References / Further Reading: MedMantra.com/a36
37. DENTISTRY - References / Further Reading: MedMantra.com/a38
38. ORTHOPEDICS - References / Further Reading: MedMantra.com/a2
39. OPHTHALMOLOGY - References / Further Reading: MedMantra.com/a39
40. CRITICAL CARE MEDICINE - References / Further Reading: MedMantra.com/a40
41. EMERGENCY MEDICINE - References / Further Reading: MedMantra.com/a41
42. ENDOCRINOLOGY - References / Further Reading: MedMantra.com/a42
43. GASTROENTEROLOGY - References / Further Reading: MedMantra.com/a43
44. HEMATOLOGY - References / Further Reading: MedMantra.com/a44
45. INFECTIOUS DISEASES - References / Further Reading: MedMantra.com/a45
46. FAMILY MEDICINE/PRIMARY CARE - References / Further Reading: MedMantra.com/a46
47. NEPHROLOGY - References / Further Reading: MedMantra.com/a47
48. NEUROLOGY AND NEUROSURGERY - References / Further Reading: MedMantra.com/a48
49. OBSTETRICS AND GYNECOLOGY - References / Further Reading: MedMantra.com/a49
50. ONCOLOGY - References / Further Reading: MedMantra.com/a50
51. PEDIATRICS - References / Further Reading: MedMantra.com/a51
52. PULMONOLOGY - References / Further Reading: MedMantra.com/a52
53. RHEUMATOLOGY - References / Further Reading: MedMantra.com/a53
54. NURSING - References / Further Reading: MedMantra.com/a54
55. PHYSICAL THERAPY - References / Further Reading: MedMantra.com/a55
56. VETERINARY MEDICINE - References / Further Reading: MedMantra.com/a56
57. HEALTHCARE ADMINISTRATION - References / Further Reading: MedMantra.com/a57
SECTION 9: A REVIEW OF SOME ADVANCES IN TECHNOLOGY AND THE IMPLICATIONS FOR MEDICAL APPLICATIONS
58. A REVIEW OF SOME ADVANCES IN TECHNOLOGY AND THE IMPLICATIONS FOR MEDICAL APPLICATIONS - References / Further Reading: MedMantra.com/a58
SECTION 10: ROLE OF MAJOR CORPORATIONS IN AI IN HEALTHCARE
59. IBM WATSON – MAKING INROADS IN THE WORLD OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
60. ROLE OF GOOGLE & DEEPMIND IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
61. BAIDU: THE FUTURE OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE? - References / Further Reading: MedMantra.com/a59
62. FACEBOOK & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
63. MICROSOFT & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
64. AMAZON & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
65. APPLE & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
66. NVIDIA & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
67. ROLE OF GE IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
68. ROLE OF SIEMENS IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
69. ROLE OF PHILIPS IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
SECTION 11: ROLE OF START-UP COMPANIES IN AI IN HEALTHCARE
70. ROLE OF START-UP COMPANIES IN AI IN HEALTHCARE
SECTION 12: CONCLUSION
71. CONCLUSION
REVIEW REQUEST
ABOUT THE AUTHOR – DR. PARAG MAHAJAN, MD
REFERENCES - GENERAL EDITION 2022
SECTION 1: ARTIFICIAL INTELLIGENCE IN HEALTHCARE
1. ARTIFICIAL INTELLIGENCE VERSUS HUMAN INTELLIGENCE - References / Further Reading: MedMantra.com/a1
2. A BRIEF INTRODUCTION TO AI IN HEALTHCARE - References / Further Reading: MedMantra.com/a1
3. AI-AUGMENTED HEALTHCARE – CURRENT STATE AND FUTURE APPLICATIONS - References / Further Reading: MedMantra.com/a2
4. ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS - References / Further Reading: MedMantra.com/a4
5. THE AI BLACK BOX ISSUE AND EXPLAINABLE AI - References / Further Reading: MedMantra.com/a6
6. THE FUTURE OF AI IN HEALTHCARE WITH FEDERATED LEARNING - References / Further Reading: MedMantra.com/a7
7. MYTHS ABOUT AI APPLICATIONS IN HEALTHCARE - References / Further Reading: MedMantra.com/a9
8. ETHICAL QUESTIONS FOR ARTIFICIAL INTELLIGENCE IN HEALTH CARE
SECTION 2: PRESENT STATE & FUTURE OF AI IN MAJOR HEALTHCARE SPECIALTIES
9. PREVENTIVE HEALTHCARE - References / Further Reading: MedMantra.com/a26
10. NUTRITION - References / Further Reading: MedMantra.com/a27
11. RADIOLOGY - References / Further Reading: MedMantra.com/a28
12. PATHOLOGY - References / Further Reading: MedMantra.com/a29
13. SURGERY - References / Further Reading: MedMantra.com/a30
14. ANESTHESIOLOGY - References / Further Reading: MedMantra.com/a31
15. PSYCHIATRY - References / Further Reading: MedMantra.com/a33
16. CARDIOLOGY - References / Further Reading: MedMantra.com/a34
17. PHARMACY - References / Further Reading: MedMantra.com/a35
18. DERMATOLOGY - References / Further Reading: MedMantra.com/a36
19. DENTISTRY - References / Further Reading: MedMantra.com/a37
20. ORTHOPEDICS - References / Further Reading: MedMantra.com/a38
21. OPHTHALMOLOGY - References / Further Reading: MedMantra.com/a39
SECTION 3: AI IN HEALTH INSURANCE
22. AI IN HEALTH INSURANCE - References / Further Reading: MedMantra.com/a21
SECTION 4: ROLE OF MAJOR CORPORATIONS IN AI IN HEALTHCARE
23. IBM WATSON – MAKING INROADS IN THE WORLD OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
24. ROLE OF GOOGLE & DEEPMIND IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
25. BAIDU: THE FUTURE OF ARTIFICIAL INTELLIGENCE IN HEALTHCARE? - References / Further Reading: MedMantra.com/a59
26. FACEBOOK & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
27. MICROSOFT & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
28. AMAZON & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
29. APPLE & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
30. NVIDIA & ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
31. ROLE OF GE IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
32. ROLE OF SIEMENS IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
33. ROLE OF PHILIPS IN ARTIFICIAL INTELLIGENCE IN HEALTHCARE - References / Further Reading: MedMantra.com/a59
SECTION 5: ROLE OF START-UP COMPANIES IN AI IN HEALTHCARE
34. ROLE OF START-UP COMPANIES IN AI IN HEALTHCARE
SECTION 6: CONCLUSION
35. CONCLUSION
REVIEW REQUEST
ABOUT THE AUTHOR – DR. PARAG MAHAJAN, MD
