test upload

Predicted: Benign Actual: Not set

Patient info

Age: 27
Gender: Female
Recorded: 2026-01-16 18:39:19.983511 (UTC)
Duration: 92.11 sec

Model prediction

Predicted: Benign

Probabilities

Benign0.775
Malignant0.197
Normal0.028

Set actual diagnosis

Aggregate features

Feature	Value
f0_mean	208.735666
f0_median	205.689023
f0_min	172.891112
f0_max	274.185404
f0_range	101.294291
f0_sd	23.082766
jitter_local	0.034979
jitter_rap	0.018945
jitter_ppq5	0.020441
shimmer_local	0.179650
shimmer_apq3	0.090301
shimmer_apq5	0.123311
shimmer_apq11	0.190107
hnr_mean	7.706295
cpp_mean	6.172007
spectral_centroid	1975.294925
spectral_flatness	0.012992
zcr	0.090300
spectral_rolloff_85	4029.013063
ltas_0_1k	0.948239
ltas_1_2k	0.026589
ltas_2_4k	0.010283
ltas_4_8k	0.008781

Key markers include F0 Max, Shimmer APQ3/APQ5, CPP, and LTAS 0–1k.

Segment predictions

#	Time	Label	Probabilities
1	0.0s – 3.0s	Benign	Benign: 0.785 Malignant: 0.188 Normal: 0.027
2	1.5s – 4.5s	Benign	Benign: 0.785 Malignant: 0.187 Normal: 0.028
3	3.0s – 6.0s	Benign	Benign: 0.792 Malignant: 0.172 Normal: 0.036
4	4.5s – 7.5s	Benign	Benign: 0.792 Malignant: 0.180 Normal: 0.028
5	6.0s – 9.0s	Benign	Benign: 0.785 Malignant: 0.187 Normal: 0.028
6	7.5s – 10.5s	Benign	Benign: 0.784 Malignant: 0.189 Normal: 0.028
7	9.0s – 12.0s	Benign	Benign: 0.781 Malignant: 0.192 Normal: 0.028
8	10.5s – 13.5s	Benign	Benign: 0.786 Malignant: 0.186 Normal: 0.028
9	12.0s – 15.0s	Benign	Benign: 0.785 Malignant: 0.187 Normal: 0.028
10	13.5s – 16.5s	Benign	Benign: 0.781 Malignant: 0.189 Normal: 0.030
11	15.0s – 18.0s	Benign	Benign: 0.786 Malignant: 0.187 Normal: 0.027
12	16.5s – 19.5s	Benign	Benign: 0.768 Malignant: 0.204 Normal: 0.028
13	18.0s – 21.0s	Benign	Benign: 0.803 Malignant: 0.169 Normal: 0.028
14	19.5s – 22.5s	Benign	Benign: 0.791 Malignant: 0.182 Normal: 0.028
15	21.0s – 24.0s	Benign	Benign: 0.785 Malignant: 0.188 Normal: 0.027
16	22.5s – 25.5s	Benign	Benign: 0.785 Malignant: 0.188 Normal: 0.027
17	24.0s – 27.0s	Benign	Benign: 0.786 Malignant: 0.186 Normal: 0.028
18	25.5s – 28.5s	Benign	Benign: 0.789 Malignant: 0.183 Normal: 0.028
19	27.0s – 30.0s	Benign	Benign: 0.782 Malignant: 0.190 Normal: 0.028
20	28.5s – 31.5s	Benign	Benign: 0.782 Malignant: 0.190 Normal: 0.028
21	30.0s – 33.0s	Benign	Benign: 0.785 Malignant: 0.187 Normal: 0.028
22	31.5s – 34.5s	Benign	Benign: 0.779 Malignant: 0.194 Normal: 0.027
23	33.0s – 36.0s	Benign	Benign: 0.786 Malignant: 0.185 Normal: 0.029
24	34.5s – 37.5s	Benign	Benign: 0.788 Malignant: 0.184 Normal: 0.028
25	36.0s – 39.0s	Benign	Benign: 0.781 Malignant: 0.192 Normal: 0.027
26	37.5s – 40.5s	Benign	Benign: 0.784 Malignant: 0.188 Normal: 0.027
27	39.0s – 42.0s	Benign	Benign: 0.785 Malignant: 0.186 Normal: 0.029
28	40.5s – 43.5s	Benign	Benign: 0.784 Malignant: 0.188 Normal: 0.027
29	42.0s – 45.0s	Benign	Benign: 0.795 Malignant: 0.178 Normal: 0.028
30	43.5s – 46.5s	Benign	Benign: 0.768 Malignant: 0.204 Normal: 0.028
31	45.0s – 48.0s	Benign	Benign: 0.813 Malignant: 0.159 Normal: 0.028
32	46.5s – 49.5s	Benign	Benign: 0.794 Malignant: 0.178 Normal: 0.028
33	48.0s – 51.0s	Benign	Benign: 0.784 Malignant: 0.188 Normal: 0.029
34	49.5s – 52.5s	Benign	Benign: 0.767 Malignant: 0.205 Normal: 0.028
35	51.0s – 54.0s	Benign	Benign: 0.786 Malignant: 0.185 Normal: 0.029
36	52.5s – 55.5s	Benign	Benign: 0.799 Malignant: 0.173 Normal: 0.028
37	54.0s – 57.0s	Benign	Benign: 0.785 Malignant: 0.187 Normal: 0.029
38	55.5s – 58.5s	Benign	Benign: 0.788 Malignant: 0.184 Normal: 0.029
39	57.0s – 60.0s	Benign	Benign: 0.784 Malignant: 0.188 Normal: 0.029
40	58.5s – 61.5s	Benign	Benign: 0.788 Malignant: 0.183 Normal: 0.029
41	60.0s – 63.0s	Benign	Benign: 0.790 Malignant: 0.181 Normal: 0.029
42	61.5s – 64.5s	Benign	Benign: 0.761 Malignant: 0.211 Normal: 0.028
43	63.0s – 66.0s	Benign	Benign: 0.784 Malignant: 0.188 Normal: 0.027
44	64.5s – 67.5s	Benign	Benign: 0.786 Malignant: 0.187 Normal: 0.028
45	66.0s – 69.0s	Benign	Benign: 0.770 Malignant: 0.202 Normal: 0.028
46	67.5s – 70.5s	Benign	Benign: 0.782 Malignant: 0.190 Normal: 0.029
47	69.0s – 72.0s	Benign	Benign: 0.766 Malignant: 0.206 Normal: 0.028
48	70.5s – 73.5s	Benign	Benign: 0.855 Malignant: 0.120 Normal: 0.025
49	72.0s – 75.0s	Benign	Benign: 0.773 Malignant: 0.199 Normal: 0.028
50	73.5s – 76.5s	Malignant	Benign: 0.162 Malignant: 0.832 Normal: 0.006
51	75.0s – 78.0s	Benign	Benign: 0.786 Malignant: 0.185 Normal: 0.029
52	76.5s – 79.5s	Benign	Benign: 0.788 Malignant: 0.184 Normal: 0.029
53	78.0s – 81.0s	Benign	Benign: 0.778 Malignant: 0.193 Normal: 0.029
54	79.5s – 82.5s	Benign	Benign: 0.788 Malignant: 0.183 Normal: 0.029
55	81.0s – 84.0s	Benign	Benign: 0.814 Malignant: 0.158 Normal: 0.029
56	82.5s – 85.5s	Benign	Benign: 0.802 Malignant: 0.169 Normal: 0.028
57	84.0s – 87.0s	Benign	Benign: 0.786 Malignant: 0.185 Normal: 0.029
58	85.5s – 88.5s	Benign	Benign: 0.766 Malignant: 0.206 Normal: 0.028
59	87.0s – 90.0s	Benign	Benign: 0.766 Malignant: 0.206 Normal: 0.028
60	88.5s – 91.5s	Benign	Benign: 0.790 Malignant: 0.179 Normal: 0.030