testing upload from serverq

Predicted: Benign Actual: Not set

Patient info

Age: 66
Gender: Male
Recorded: 2026-01-17 08:03:01.949644 (UTC)
Duration: 61.99 sec

Model prediction

Predicted: Benign

Probabilities

Benign0.729
Malignant0.234
Normal0.036

Set actual diagnosis

Aggregate features

Feature	Value
f0_mean	158.822422
f0_median	158.121341
f0_min	125.274556
f0_max	194.829537
f0_range	69.554980
f0_sd	16.583139
jitter_local	0.015569
jitter_rap	0.005447
jitter_ppq5	0.006846
shimmer_local	0.080344
shimmer_apq3	0.033140
shimmer_apq5	0.046606
shimmer_apq11	0.079221
hnr_mean	12.064083
cpp_mean	12.345884
spectral_centroid	1676.684831
spectral_flatness	0.009766
zcr	0.090977
spectral_rolloff_85	2847.709951
ltas_0_1k	0.808816
ltas_1_2k	0.160144
ltas_2_4k	0.019101
ltas_4_8k	0.009968

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: 0.739 Malignant: 0.223 Normal: 0.038
2	1.5s – 4.5s	Benign	Benign: 0.748 Malignant: 0.211 Normal: 0.041
3	3.0s – 6.0s	Benign	Benign: 0.729 Malignant: 0.232 Normal: 0.039
4	4.5s – 7.5s	Malignant	Benign: 0.281 Malignant: 0.715 Normal: 0.004
5	6.0s – 9.0s	Benign	Benign: 0.750 Malignant: 0.212 Normal: 0.038
6	7.5s – 10.5s	Benign	Benign: 0.761 Malignant: 0.202 Normal: 0.036
7	9.0s – 12.0s	Benign	Benign: 0.783 Malignant: 0.184 Normal: 0.034
8	10.5s – 13.5s	Benign	Benign: 0.750 Malignant: 0.209 Normal: 0.041
9	12.0s – 15.0s	Benign	Benign: 0.746 Malignant: 0.219 Normal: 0.035
10	13.5s – 16.5s	Benign	Benign: 0.726 Malignant: 0.234 Normal: 0.040
11	15.0s – 18.0s	Benign	Benign: 0.748 Malignant: 0.216 Normal: 0.036
12	16.5s – 19.5s	Benign	Benign: 0.764 Malignant: 0.202 Normal: 0.034
13	18.0s – 21.0s	Benign	Benign: 0.741 Malignant: 0.218 Normal: 0.041
14	19.5s – 22.5s	Benign	Benign: 0.745 Malignant: 0.214 Normal: 0.041
15	21.0s – 24.0s	Benign	Benign: 0.755 Malignant: 0.210 Normal: 0.035
16	22.5s – 25.5s	Benign	Benign: 0.738 Malignant: 0.229 Normal: 0.033
17	24.0s – 27.0s	Benign	Benign: 0.727 Malignant: 0.234 Normal: 0.039
18	25.5s – 28.5s	Benign	Benign: 0.750 Malignant: 0.209 Normal: 0.041
19	27.0s – 30.0s	Benign	Benign: 0.743 Malignant: 0.221 Normal: 0.037
20	28.5s – 31.5s	Benign	Benign: 0.746 Malignant: 0.219 Normal: 0.035
21	30.0s – 33.0s	Benign	Benign: 0.745 Malignant: 0.214 Normal: 0.041
22	31.5s – 34.5s	Benign	Benign: 0.745 Malignant: 0.214 Normal: 0.041
23	33.0s – 36.0s	Benign	Benign: 0.734 Malignant: 0.232 Normal: 0.034
24	34.5s – 37.5s	Benign	Benign: 0.720 Malignant: 0.244 Normal: 0.035
25	36.0s – 39.0s	Benign	Benign: 0.720 Malignant: 0.244 Normal: 0.035
26	37.5s – 40.5s	Benign	Benign: 0.742 Malignant: 0.225 Normal: 0.033
27	39.0s – 42.0s	Benign	Benign: 0.726 Malignant: 0.239 Normal: 0.035
28	40.5s – 43.5s	Benign	Benign: 0.739 Malignant: 0.224 Normal: 0.037
29	42.0s – 45.0s	Benign	Benign: 0.730 Malignant: 0.235 Normal: 0.035
30	43.5s – 46.5s	Benign	Benign: 0.730 Malignant: 0.235 Normal: 0.035
31	45.0s – 48.0s	Benign	Benign: 0.753 Malignant: 0.212 Normal: 0.036
32	46.5s – 49.5s	Benign	Benign: 0.752 Malignant: 0.212 Normal: 0.036
33	48.0s – 51.0s	Benign	Benign: 0.730 Malignant: 0.235 Normal: 0.035
34	49.5s – 52.5s	Benign	Benign: 0.725 Malignant: 0.235 Normal: 0.040
35	51.0s – 54.0s	Benign	Benign: 0.720 Malignant: 0.244 Normal: 0.035
36	52.5s – 55.5s	Benign	Benign: 0.721 Malignant: 0.239 Normal: 0.040
37	54.0s – 57.0s	Benign	Benign: 0.733 Malignant: 0.227 Normal: 0.040
38	55.5s – 58.5s	Benign	Benign: 0.755 Malignant: 0.210 Normal: 0.035
39	57.0s – 60.0s	Benign	Benign: 0.733 Malignant: 0.233 Normal: 0.034
40	58.5s – 61.5s	Benign	Benign: 0.747 Malignant: 0.212 Normal: 0.041