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Table 2 Per-word performance of best reported systems

From: Disambiguation of biomedical text using diverse sources of information

 

MFS baseline

Leroy and Rindflesch (2005)

Joshi et. al (2005)

McInnes et al.(2007)

Reported system

adjustment

62

57

71

70

73

association

100

-

100

97

100

blood pressure

54

46

50

46

53

cold

86

-

90

89

88

condition

90

-

89

89

89

culture

89

-

96

94

95

degree

63

68

89

79

93

depression

85

-

84

81

86

determination

79

-

85

81

87

discharge

74

-

95

96

94

energy

99

-

99

99

98

evaluation

50

57

67

73

81

extraction

82

-

84

86

85

failure

71

-

69

73

73

fat

71

-

84

77

84

fit

82

-

81

87

88

fluid

100

-

100

99

100

frequency

94

-

95

94

94

ganglion

93

-

95

94

96

glucose

91

-

92

90

91

growth

63

62

69

69

72

immunosuppression

59

61

79

75

81

implantation

81

-

93

92

91

inhibition

98

-

98

98

98

japanese

73

-

76

76

77

lead

71

-

88

90

94

man

58

80

89

80

86

mole

83

-

94

87

88

mosaic

52

66

87

75

85

nutrition

45

48

52

49

57

pathology

85

-

85

84

86

pressure

96

-

91

93

95

radiation

61

72

81

81

85

reduction

89

-

91

92

88

repair

52

81

87

93

86

resistance

97

-

97

96

97

scale

65

84

76

83

88

secretion

99

-

99

99

99

sensitivity

49

70

85

92

93

sex

80

-

87

87

87

single

99

-

99

98

99

strains

92

-

93

92

93

support

90

-

89

91

90

surgery

98

-

98

94

97

transient

99

-

99

98

99

transport

93

-

94

93

93

ultrasound

84

-

87

85

88

variation

80

-

88

91

94

weight

47

68

83

79

82

white

49

62

71

74

81