Fähigkeiten neurokit2
🧠
neurokit2
Sicher ⚙️
Externe Befehle🌐
Netzwerkzugriff
Анализ физиологических биосигналов с помощью NeuroKit2
Auch verfügbar von: K-Dense-AI
Обработка физиологических сигналов, таких как ЭКГ и ЭЭГ, требует специализированных алгоритмов для фильтрации, обнаружения пиков и извлечения признаков. Этот навык предоставляет комплексную документацию и рабочие процессы для анализа сердечно-сосудистых, нейронных и вегетативных сигналов с использованием библиотеки Python NeuroKit2.
Unterstützt: Claude Codex Code(CC)
1
Die Skill-ZIP herunterladen
2
In Claude hochladen
Gehe zu Einstellungen → Fähigkeiten → Skills → Skill hochladen
3
Einschalten und loslegen
Teste es
Verwendung von "neurokit2". Обработать 5-минутную запись ЭКГ для комплексного анализа ВСР
Erwartetes Ergebnis:
- Очищенная ЭКГ с использованием высокочастотного фильтра Баттерворта (0.5 Гц) + фильтрации сетевых помех
- Обнаружены R-пики с использованием метода NeuroKit (вариант Pan-Tompkins)
- Применена коррекция артефактов: обнаружено и скорректировано 3 эктопических удара
- ВСР временная область: SDNN=45мс, RMSSD=32мс, pNN50=15%
- ВСР частотная область: VLF=1200мс², LF=980мс², HF=650мс², коэффициент LF/HF=1.51
- ВСР нелинейная: SD1=23мс, SD2=58мс, DFA_alpha1=0.85, SampleEn=1.42
- Оценка качества: 98% сердечных сокращений прошли порог качества
Verwendung von "neurokit2". Проанализировать одновременные ЭКГ, КГР и дыхание во время стресс-теста
Erwartetes Ergebnis:
- ЭКГ: частота сердечных сокращений увеличилась с 72 до 98 уд/мин во время фазы стресса
- КГР: фазовые реакции обнаружены с пиковой амплитудой 3.2 мкСм
- Дыхание: частота дыхания увеличилась с 14 до 22 вдохов/мин
- RSA (дыхательная синусовая аритмия) снизилась на 45% во время стресса
- Коэффициент LF/HF ВСР увеличился с 1.2 до 3.8 (симпатическая активация)
- Фаза восстановления: параметры вернулись к базовому уровню в течение 4 минут
Sicherheitsaudit
Sicherv5 • 1/17/2026
This skill is a pure documentation wrapper for the NeuroKit2 Python library containing only markdown reference files. The static scanner flagged 1149 false positives by misidentifying Python code examples in markdown code blocks as shell commands, scientific terminology (entropy, complexity, LF/HF bands) as cryptographic algorithms, and HRV metrics (C1d, C2d) as C2 malware indicators. No executable code, scripts, network calls, or file system operations exist in this skill. The previous audit correctly classified this as safe.
14
Gescannte Dateien
6,439
Analysierte Zeilen
2
befunde
5
Gesamtzahl Audits
Risikofaktoren
⚙️ Externe Befehle (1054)
references/bio_module.md:13-16 references/bio_module.md:16-19 references/bio_module.md:19-20 references/bio_module.md:20-21 references/bio_module.md:21-22 references/bio_module.md:22-23 references/bio_module.md:23-24 references/bio_module.md:24-25 references/bio_module.md:25-28 references/bio_module.md:28-29 references/bio_module.md:29 references/bio_module.md:29 references/bio_module.md:29 references/bio_module.md:29-32 references/bio_module.md:32-35 references/bio_module.md:35-52 references/bio_module.md:52-56 references/bio_module.md:56-57 references/bio_module.md:57-58 references/bio_module.md:58-59 references/bio_module.md:59-60 references/bio_module.md:60-61 references/bio_module.md:61-77 references/bio_module.md:77-79 references/bio_module.md:79-82 references/bio_module.md:82 references/bio_module.md:82-83 references/bio_module.md:83-105 references/bio_module.md:105-115 references/bio_module.md:115-125 references/bio_module.md:125-130 references/bio_module.md:130-146 references/bio_module.md:146-151 references/bio_module.md:151-161 references/bio_module.md:161-170 references/bio_module.md:170-176 references/bio_module.md:176-230 references/bio_module.md:230-234 references/bio_module.md:234-261 references/bio_module.md:261-267 references/bio_module.md:267-275 references/bio_module.md:275-279 references/bio_module.md:279-290 references/complexity.md:13-15 references/complexity.md:15-37 references/complexity.md:37-39 references/complexity.md:39-42 references/complexity.md:42-43 references/complexity.md:43-44 references/complexity.md:44-52 references/complexity.md:52-55 references/complexity.md:55-58 references/complexity.md:58-59 references/complexity.md:59-60 references/complexity.md:60-68 references/complexity.md:68-70 references/complexity.md:70-73 references/complexity.md:73-74 references/complexity.md:74-75 references/complexity.md:75-83 references/complexity.md:83-85 references/complexity.md:85-97 references/complexity.md:97-99 references/complexity.md:99-115 references/complexity.md:115-117 references/complexity.md:117-120 references/complexity.md:120-121 references/complexity.md:121-122 references/complexity.md:122-137 references/complexity.md:137-139 references/complexity.md:139-158 references/complexity.md:158-161 references/complexity.md:161-164 references/complexity.md:164-165 references/complexity.md:165-166 references/complexity.md:166-167 references/complexity.md:167-183 references/complexity.md:183-185 references/complexity.md:185-196 references/complexity.md:196-198 references/complexity.md:198-218 references/complexity.md:218-220 references/complexity.md:220-238 references/complexity.md:238-240 references/complexity.md:240-254 references/complexity.md:254-256 references/complexity.md:256-263 references/complexity.md:263-265 references/complexity.md:265-270 references/complexity.md:270-272 references/complexity.md:272-276 references/complexity.md:276-277 references/complexity.md:277-278 references/complexity.md:278-279 references/complexity.md:279-280 references/complexity.md:280-281 references/complexity.md:281-282 references/complexity.md:282-283 references/complexity.md:283-284 references/complexity.md:284 references/complexity.md:284 references/complexity.md:284-294 references/complexity.md:294-296 references/complexity.md:296-311 references/complexity.md:311-313 references/complexity.md:313-332 references/complexity.md:332-334 references/complexity.md:334-344 references/complexity.md:344-346 references/complexity.md:346-352 references/complexity.md:352-354 references/complexity.md:354-360 references/complexity.md:360-362 references/complexity.md:362-377 references/complexity.md:377-379 references/complexity.md:379-395 references/complexity.md:395-397 references/complexity.md:397-411 references/complexity.md:411-413 references/complexity.md:413-431 references/complexity.md:431-433 references/complexity.md:433-453 references/complexity.md:453-455 references/complexity.md:455-465 references/complexity.md:465-467 references/complexity.md:467-473 references/complexity.md:473-475 references/complexity.md:475-487 references/complexity.md:487-490 references/complexity.md:490-506 references/complexity.md:506-508 references/complexity.md:508-526 references/complexity.md:526-528 references/complexity.md:528-552 references/complexity.md:552-554 references/complexity.md:554-570 references/complexity.md:570-572 references/complexity.md:572-583 references/complexity.md:583-585 references/complexity.md:585-593 references/complexity.md:593-595 references/complexity.md:595-609 references/complexity.md:609-611 references/complexity.md:611-621 references/complexity.md:621-623 references/complexity.md:623-626 references/complexity.md:626-627 references/complexity.md:627-628 references/ecg_cardiac.md:13-15 references/ecg_cardiac.md:15-26 references/ecg_cardiac.md:26-27 references/ecg_cardiac.md:27-30 references/ecg_cardiac.md:30-31 references/ecg_cardiac.md:31-32 references/ecg_cardiac.md:32-33 references/ecg_cardiac.md:33 references/ecg_cardiac.md:33 references/ecg_cardiac.md:33-41 references/ecg_cardiac.md:41-43 references/ecg_cardiac.md:43-46 references/ecg_cardiac.md:46-47 references/ecg_cardiac.md:47-48 references/ecg_cardiac.md:48-49 references/ecg_cardiac.md:49-50 references/ecg_cardiac.md:50-51 references/ecg_cardiac.md:51-54 references/ecg_cardiac.md:54-60 references/ecg_cardiac.md:60-62 references/ecg_cardiac.md:62-65 references/ecg_cardiac.md:65-66 references/ecg_cardiac.md:66-67 references/ecg_cardiac.md:67-68 references/ecg_cardiac.md:68-69 references/ecg_cardiac.md:69-70 references/ecg_cardiac.md:70-71 references/ecg_cardiac.md:71-72 references/ecg_cardiac.md:72-73 references/ecg_cardiac.md:73 references/ecg_cardiac.md:73 references/ecg_cardiac.md:73 references/ecg_cardiac.md:73-76 references/ecg_cardiac.md:76-81 references/ecg_cardiac.md:81-87 references/ecg_cardiac.md:87-89 references/ecg_cardiac.md:89-92 references/ecg_cardiac.md:92-93 references/ecg_cardiac.md:93-94 references/ecg_cardiac.md:94-97 references/ecg_cardiac.md:97 references/ecg_cardiac.md:97 references/ecg_cardiac.md:97-98 references/ecg_cardiac.md:98-99 references/ecg_cardiac.md:99-100 references/ecg_cardiac.md:100 references/ecg_cardiac.md:100 references/ecg_cardiac.md:100-104 references/ecg_cardiac.md:104-105 references/ecg_cardiac.md:105-111 references/ecg_cardiac.md:111-113 references/ecg_cardiac.md:113-116 references/ecg_cardiac.md:116-119 references/ecg_cardiac.md:119-132 references/ecg_cardiac.md:132-134 references/ecg_cardiac.md:134-147 references/ecg_cardiac.md:147-149 references/ecg_cardiac.md:149-152 references/ecg_cardiac.md:152-153 references/ecg_cardiac.md:153-154 references/ecg_cardiac.md:154-164 references/ecg_cardiac.md:164-166 references/ecg_cardiac.md:166-169 references/ecg_cardiac.md:169-170 references/ecg_cardiac.md:170-185 references/ecg_cardiac.md:185-187 references/ecg_cardiac.md:187-192 references/ecg_cardiac.md:192-201 references/ecg_cardiac.md:201-203 references/ecg_cardiac.md:203-206 references/ecg_cardiac.md:206-207 references/ecg_cardiac.md:207-208 references/ecg_cardiac.md:208-218 references/ecg_cardiac.md:218-220 references/ecg_cardiac.md:220-231 references/ecg_cardiac.md:231-233 references/ecg_cardiac.md:233-244 references/ecg_cardiac.md:244-246 references/ecg_cardiac.md:246-249 references/ecg_cardiac.md:249-250 references/ecg_cardiac.md:250-251 references/ecg_cardiac.md:251-263 references/ecg_cardiac.md:263-265 references/ecg_cardiac.md:265-268 references/ecg_cardiac.md:268-271 references/ecg_cardiac.md:271-276 references/ecg_cardiac.md:276-277 references/ecg_cardiac.md:277-278 references/ecg_cardiac.md:278-279 references/ecg_cardiac.md:279-285 references/ecg_cardiac.md:285-287 references/ecg_cardiac.md:287-312 references/ecg_cardiac.md:312-314 references/ecg_cardiac.md:314-315 references/ecg_cardiac.md:315-324 references/ecg_cardiac.md:324 references/ecg_cardiac.md:324 references/ecg_cardiac.md:324-325 references/ecg_cardiac.md:325-330 references/ecg_cardiac.md:330-337 references/ecg_cardiac.md:337-340 references/ecg_cardiac.md:340-348 references/eda.md:13-15 references/eda.md:15-24 references/eda.md:24-25 references/eda.md:25-26 references/eda.md:26-27 references/eda.md:27-28 references/eda.md:28 references/eda.md:28 references/eda.md:28-29 references/eda.md:29 references/eda.md:29 references/eda.md:29-30 references/eda.md:30-33 references/eda.md:33-34 references/eda.md:34-42 references/eda.md:42-44 references/eda.md:44-47 references/eda.md:47-48 references/eda.md:48-62 references/eda.md:62-64 references/eda.md:64-69 references/eda.md:69-71 references/eda.md:71-78 references/eda.md:78-80 references/eda.md:80-86 references/eda.md:86-88 references/eda.md:88-94 references/eda.md:94-96 references/eda.md:96-101 references/eda.md:101-102 references/eda.md:102-112 references/eda.md:112-115 references/eda.md:115-118 references/eda.md:118-119 references/eda.md:119-120 references/eda.md:120-121 references/eda.md:121-122 references/eda.md:122-125 references/eda.md:125-128 references/eda.md:128-129 references/eda.md:129-133 references/eda.md:133-134 references/eda.md:134-135 references/eda.md:135-136 references/eda.md:136-137 references/eda.md:137-138 references/eda.md:138-150 references/eda.md:150-152 references/eda.md:152-162 references/eda.md:162-164 references/eda.md:164-167 references/eda.md:167-168 references/eda.md:168-177 references/eda.md:177-179 references/eda.md:179-182 references/eda.md:182-183 references/eda.md:183-184 references/eda.md:184-185 references/eda.md:185-186 references/eda.md:186-187 references/eda.md:187-188 references/eda.md:188-189 references/eda.md:189-206 references/eda.md:206-208 references/eda.md:208-211 references/eda.md:211-212 references/eda.md:212-213 references/eda.md:213 references/eda.md:213-214 references/eda.md:214-215 references/eda.md:215-216 references/eda.md:216-217 references/eda.md:217-236 references/eda.md:236-239 references/eda.md:239-242 references/eda.md:242-245 references/eda.md:245-253 references/eda.md:253-254 references/eda.md:254-271 references/eda.md:271-273 references/eda.md:273-276 references/eda.md:276-292 references/eda.md:292-294 references/eda.md:294-301 references/eda.md:301-321 references/eda.md:321-323 references/eda.md:323-331 references/eda.md:331-342 references/eda.md:342-345 references/eda.md:345-348 references/eda.md:348-349 references/eda.md:349-350 references/eda.md:350-351 references/eda.md:351-352 references/eda.md:352-353 references/eda.md:353-399 references/eda.md:399-409 references/eda.md:409-421 references/eda.md:421-424 references/eda.md:424-440 references/eeg.md:13-20 references/eeg.md:20-31 references/eeg.md:31-43 references/eeg.md:43-45 references/eeg.md:45-54 references/eeg.md:54-68 references/eeg.md:68-70 references/eeg.md:70-73 references/eeg.md:73-74 references/eeg.md:74-75 references/eeg.md:75-91 references/eeg.md:91-93 references/eeg.md:93-109 references/eeg.md:109-111 references/eeg.md:111-129 references/eeg.md:129-131 references/eeg.md:131-134 references/eeg.md:134-137 references/eeg.md:137-140 references/eeg.md:140-142 references/eeg.md:142-157 references/eeg.md:157-159 references/eeg.md:159-183 references/eeg.md:183-186 references/eeg.md:186-189 references/eeg.md:189-192 references/eeg.md:192-193 references/eeg.md:193-194 references/eeg.md:194-195 references/eeg.md:195-196 references/eeg.md:196-199 references/eeg.md:199-200 references/eeg.md:200-201 references/eeg.md:201-205 references/eeg.md:205-206 references/eeg.md:206-207 references/eeg.md:207-208 references/eeg.md:208-214 references/eeg.md:214-216 references/eeg.md:216-233 references/eeg.md:233-235 references/eeg.md:235-252 references/eeg.md:252-254 references/eeg.md:254-270 references/eeg.md:270-272 references/eeg.md:272-286 references/eeg.md:286-288 references/eeg.md:288-313 references/eeg.md:313-315 references/eeg.md:315-339 references/eeg.md:339-341 references/eeg.md:341-355 references/eeg.md:355-357 references/eeg.md:357-360 references/eeg.md:360-361 references/eeg.md:361-362 references/eeg.md:362-368 references/eeg.md:368-371 references/eeg.md:371-381 references/eeg.md:381-387 references/eeg.md:387-393 references/eeg.md:393-395 references/eeg.md:395-401 references/eeg.md:401-403 references/eeg.md:403-414 references/eeg.md:414-416 references/eeg.md:416-440 references/eeg.md:440-453 references/eeg.md:453-456 references/eeg.md:456-476 references/emg.md:13-15 references/emg.md:15-24 references/emg.md:24-25 references/emg.md:25-26 references/emg.md:26-27 references/emg.md:27-28 references/emg.md:28-29 references/emg.md:29-30 references/emg.md:30-41 references/emg.md:41-43 references/emg.md:43-68 references/emg.md:68-70 references/emg.md:70-93 references/emg.md:93-96 references/emg.md:96-101 references/emg.md:101-103 references/emg.md:103-105 references/emg.md:105-106 references/emg.md:106-110 references/emg.md:110-112 references/emg.md:112-118 references/emg.md:118-120 references/emg.md:120-126 references/emg.md:126-128 references/emg.md:128-134 references/emg.md:134-137 references/emg.md:137-140 references/emg.md:140-141 references/emg.md:141-155 references/emg.md:155-157 references/emg.md:157-167 references/emg.md:167-169 references/emg.md:169-172 references/emg.md:172-173 references/emg.md:173-174 references/emg.md:174-175 references/emg.md:175-176 references/emg.md:176-188 references/emg.md:188-190 references/emg.md:190-193 references/emg.md:193-194 references/emg.md:194-195 references/emg.md:195-196 references/emg.md:196-210 references/emg.md:210-213 references/emg.md:213-216 references/emg.md:216-217 references/emg.md:217-218 references/emg.md:218-234 references/emg.md:234-236 references/emg.md:236-244 references/emg.md:244-307 references/emg.md:307-323 references/emg.md:323-326 references/emg.md:326-333 references/eog.md:13-15 references/eog.md:15-23 references/eog.md:23-24 references/eog.md:24-25 references/eog.md:25-26 references/eog.md:26-27 references/eog.md:27-30 references/eog.md:30-31 references/eog.md:31-32 references/eog.md:32-33 references/eog.md:33-34 references/eog.md:34-42 references/eog.md:42-44 references/eog.md:44-47 references/eog.md:47-48 references/eog.md:48-49 references/eog.md:49-50 references/eog.md:50-51 references/eog.md:51-70 references/eog.md:70-73 references/eog.md:73-76 references/eog.md:76-77 references/eog.md:77-78 references/eog.md:78-79 references/eog.md:79-82 references/eog.md:82-88 references/eog.md:88-100 references/eog.md:100-102 references/eog.md:102-115 references/eog.md:115-117 references/eog.md:117-136 references/eog.md:136-138 references/eog.md:138-158 references/eog.md:158-160 references/eog.md:160-170 references/eog.md:170-172 references/eog.md:172-175 references/eog.md:175-176 references/eog.md:176-177 references/eog.md:177-190 references/eog.md:190-192 references/eog.md:192-195 references/eog.md:195-196 references/eog.md:196-197 references/eog.md:197-198 references/eog.md:198-199 references/eog.md:199-213 references/eog.md:213-215 references/eog.md:215-280 references/eog.md:280-295 references/eog.md:295-298 references/eog.md:298-308 references/epochs_events.md:13-16 references/epochs_events.md:16-19 references/epochs_events.md:19-20 references/epochs_events.md:20 references/epochs_events.md:20 references/epochs_events.md:20-21 references/epochs_events.md:21-22 references/epochs_events.md:22-26 references/epochs_events.md:26-27 references/epochs_events.md:27-28 references/epochs_events.md:28-29 references/epochs_events.md:29-34 references/epochs_events.md:34-37 references/epochs_events.md:37-40 references/epochs_events.md:40-44 references/epochs_events.md:44-47 references/epochs_events.md:47-50 references/epochs_events.md:50-56 references/epochs_events.md:56-58 references/epochs_events.md:58-76 references/epochs_events.md:76-81 references/epochs_events.md:81-84 references/epochs_events.md:84-85 references/epochs_events.md:85 references/epochs_events.md:85-86 references/epochs_events.md:86-87 references/epochs_events.md:87-88 references/epochs_events.md:88-89 references/epochs_events.md:89-90 references/epochs_events.md:90-91 references/epochs_events.md:91-96 references/epochs_events.md:96 references/epochs_events.md:96-108 references/epochs_events.md:108-118 references/epochs_events.md:118-121 references/epochs_events.md:121-127 references/epochs_events.md:127-134 references/epochs_events.md:134-138 references/epochs_events.md:138-141 references/epochs_events.md:141-150 references/epochs_events.md:150-163 references/epochs_events.md:163-165 references/epochs_events.md:165-168 references/epochs_events.md:168-169 references/epochs_events.md:169-185 references/epochs_events.md:185-187 references/epochs_events.md:187-190 references/epochs_events.md:190 references/epochs_events.md:190 references/epochs_events.md:190-194 references/epochs_events.md:194-195 references/epochs_events.md:195-196 references/epochs_events.md:196-197 references/epochs_events.md:197 references/epochs_events.md:197-205 references/epochs_events.md:205-212 references/epochs_events.md:212-218 references/epochs_events.md:218-220 references/epochs_events.md:220-224 references/epochs_events.md:224 references/epochs_events.md:224 references/epochs_events.md:224 references/epochs_events.md:224-236 references/epochs_events.md:236-238 references/epochs_events.md:238-253 references/epochs_events.md:253-257 references/epochs_events.md:257-260 references/epochs_events.md:260-261 references/epochs_events.md:261-262 references/epochs_events.md:262-266 references/epochs_events.md:266-270 references/epochs_events.md:270-273 references/epochs_events.md:273-274 references/epochs_events.md:274-275 references/epochs_events.md:275-276 references/epochs_events.md:276 references/epochs_events.md:276-277 references/epochs_events.md:277-280 references/epochs_events.md:280-284 references/epochs_events.md:284-287 references/epochs_events.md:287-288 references/epochs_events.md:288-289 references/epochs_events.md:289-293 references/epochs_events.md:293-297 references/epochs_events.md:297-300 references/epochs_events.md:300-301 references/epochs_events.md:301-302 references/epochs_events.md:302-303 references/epochs_events.md:303-306 references/epochs_events.md:306-310 references/epochs_events.md:310-313 references/epochs_events.md:313-314 references/epochs_events.md:314-318 references/epochs_events.md:318-322 references/epochs_events.md:322-331 references/epochs_events.md:331-369 references/epochs_events.md:369-373 references/epochs_events.md:373-395 references/epochs_events.md:395-399 references/epochs_events.md:399-413 references/hrv.md:13-15 references/hrv.md:15-18 references/hrv.md:18 references/hrv.md:18-19 references/hrv.md:19-28 references/hrv.md:28-29 references/hrv.md:29-30 references/hrv.md:30-38 references/hrv.md:38-40 references/hrv.md:40-45 references/hrv.md:45-46 references/hrv.md:46-49 references/hrv.md:49-54 references/hrv.md:54-56 references/hrv.md:56-58 references/hrv.md:58-62 references/hrv.md:62 references/hrv.md:62-63 references/hrv.md:63-65 references/hrv.md:65-68 references/hrv.md:68-70 references/hrv.md:70-72 references/hrv.md:72-75 references/hrv.md:75-76 references/hrv.md:76 references/hrv.md:76 references/hrv.md:76-77 references/hrv.md:77-78 references/hrv.md:78-91 references/hrv.md:91-95 references/hrv.md:95-126 references/hrv.md:126 references/hrv.md:126 references/hrv.md:126 references/hrv.md:126 references/hrv.md:126-127 references/hrv.md:127-128 references/hrv.md:128-131 references/hrv.md:131-132 references/hrv.md:132-133 references/hrv.md:133-136 references/hrv.md:136 references/hrv.md:136-142 references/hrv.md:142-144 references/hrv.md:144-150 references/hrv.md:150-152 references/hrv.md:152-158 references/hrv.md:158-160 references/hrv.md:160-166 references/hrv.md:166-168 references/hrv.md:168-198 references/hrv.md:198-200 references/hrv.md:200-206 references/hrv.md:206-211 references/hrv.md:211-216 references/hrv.md:216-220 references/hrv.md:220-223 references/hrv.md:223-226 references/hrv.md:226-229 references/hrv.md:229-232 references/hrv.md:232-238 references/hrv.md:238-239 references/hrv.md:239-240 references/hrv.md:240-241 references/hrv.md:241-242 references/hrv.md:242 references/hrv.md:242-243 references/hrv.md:243 references/hrv.md:243-244 references/hrv.md:244 references/hrv.md:244-245 references/hrv.md:245 references/hrv.md:245-255 references/hrv.md:255-259 references/hrv.md:259-264 references/hrv.md:264-268 references/hrv.md:268-272 references/hrv.md:272-277 references/hrv.md:277-282 references/hrv.md:282-285 references/hrv.md:285-288 references/hrv.md:288-292 references/hrv.md:292-296 references/hrv.md:296-300 references/hrv.md:300-306 references/hrv.md:306-308 references/hrv.md:308-309 references/hrv.md:309-310 references/hrv.md:310-318 references/hrv.md:318-319 references/hrv.md:319-320 references/hrv.md:320-328 references/hrv.md:328-330 references/hrv.md:330-333 references/hrv.md:333-334 references/hrv.md:334-342 references/hrv.md:342-348 references/hrv.md:348-350 references/hrv.md:350-353 references/hrv.md:353-354 references/hrv.md:354-355 references/hrv.md:355 references/hrv.md:355-356 references/hrv.md:356-357 references/hrv.md:357-358 references/hrv.md:358-370 references/hrv.md:370-373 references/hrv.md:373-389 references/hrv.md:389-391 references/hrv.md:391-415 references/hrv.md:415-421 references/ppg.md:13-15 references/ppg.md:15-24 references/ppg.md:24-25 references/ppg.md:25-26 references/ppg.md:26-27 references/ppg.md:27-28 references/ppg.md:28-29 references/ppg.md:29-32 references/ppg.md:32-33 references/ppg.md:33-41 references/ppg.md:41-43 references/ppg.md:43-65 references/ppg.md:65-68 references/ppg.md:68-71 references/ppg.md:71-72 references/ppg.md:72-73 references/ppg.md:73-74 references/ppg.md:74-77 references/ppg.md:77-81 references/ppg.md:81-92 references/ppg.md:92-94 references/ppg.md:94-107 references/ppg.md:107-109 references/ppg.md:109-119 references/ppg.md:119-121 references/ppg.md:121-124 references/ppg.md:124-125 references/ppg.md:125-137 references/ppg.md:137-139 references/ppg.md:139-142 references/ppg.md:142-144 references/ppg.md:144-162 references/ppg.md:162-164 references/ppg.md:164-194 references/ppg.md:194-196 references/ppg.md:196-212 references/ppg.md:212-214 references/ppg.md:214-226 references/ppg.md:226-229 references/ppg.md:229-232 references/ppg.md:232-233 references/ppg.md:233-234 references/ppg.md:234-235 references/ppg.md:235-246 references/ppg.md:246-248 references/ppg.md:248-310 references/ppg.md:310-325 references/ppg.md:325-328 references/ppg.md:328-337 references/rsp.md:13-15 references/rsp.md:15-26 references/rsp.md:26-27 references/rsp.md:27-28 references/rsp.md:28 references/rsp.md:28-29 references/rsp.md:29-30 references/rsp.md:30-31 references/rsp.md:31-32 references/rsp.md:32-33 references/rsp.md:33-34 references/rsp.md:34-37 references/rsp.md:37-38 references/rsp.md:38-46 references/rsp.md:46-48 references/rsp.md:48-62 references/rsp.md:62-64 references/rsp.md:64-78 references/rsp.md:78-80 references/rsp.md:80-83 references/rsp.md:83-84 references/rsp.md:84-85 references/rsp.md:85-89 references/rsp.md:89-90 references/rsp.md:90-100 references/rsp.md:100-102 references/rsp.md:102-105 references/rsp.md:105-117 references/rsp.md:117-119 references/rsp.md:119-132 references/rsp.md:132-134 references/rsp.md:134-150 references/rsp.md:150-152 references/rsp.md:152-167 references/rsp.md:167-169 references/rsp.md:169-172 references/rsp.md:172-173 references/rsp.md:173-184 references/rsp.md:184-186 references/rsp.md:186-202 references/rsp.md:202-204 references/rsp.md:204-207 references/rsp.md:207-208 references/rsp.md:208-209 references/rsp.md:209-227 references/rsp.md:227-229 references/rsp.md:229-248 references/rsp.md:248-250 references/rsp.md:250-267 references/rsp.md:267-269 references/rsp.md:269-279 references/rsp.md:279-281 references/rsp.md:281-284 references/rsp.md:284-285 references/rsp.md:285-286 references/rsp.md:286-287 references/rsp.md:287-299 references/rsp.md:299-301 references/rsp.md:301-304 references/rsp.md:304-305 references/rsp.md:305-306 references/rsp.md:306-325 references/rsp.md:325-328 references/rsp.md:328-331 references/rsp.md:331-332 references/rsp.md:332-335 references/rsp.md:335-336 references/rsp.md:336-337 references/rsp.md:337-348 references/rsp.md:348-350 references/rsp.md:350-358 references/rsp.md:358-420 references/rsp.md:420-437 references/rsp.md:437-440 references/rsp.md:440-450 references/signal_processing.md:13-16 references/signal_processing.md:16-21 references/signal_processing.md:21-23 references/signal_processing.md:23-28 references/signal_processing.md:28-30 references/signal_processing.md:30-35 references/signal_processing.md:35-37 references/signal_processing.md:37-42 references/signal_processing.md:42-44 references/signal_processing.md:44-49 references/signal_processing.md:49-50 references/signal_processing.md:50-51 references/signal_processing.md:51-52 references/signal_processing.md:52-53 references/signal_processing.md:53-54 references/signal_processing.md:54-65 references/signal_processing.md:65-67 references/signal_processing.md:67-78 references/signal_processing.md:78-81 references/signal_processing.md:81-84 references/signal_processing.md:84-85 references/signal_processing.md:85-86 references/signal_processing.md:86-97 references/signal_processing.md:97-99 references/signal_processing.md:99-102 references/signal_processing.md:102-103 references/signal_processing.md:103-104 references/signal_processing.md:104-105 references/signal_processing.md:105-106 references/signal_processing.md:106-114 references/signal_processing.md:114-116 references/signal_processing.md:116-119 references/signal_processing.md:119-120 references/signal_processing.md:120-121 references/signal_processing.md:121-132 references/signal_processing.md:132-134 references/signal_processing.md:134-139 references/signal_processing.md:139-141 references/signal_processing.md:141-147 references/signal_processing.md:147-149 references/signal_processing.md:149-170 references/signal_processing.md:170-172 references/signal_processing.md:172-183 references/signal_processing.md:183-185 references/signal_processing.md:185-188 references/signal_processing.md:188-189 references/signal_processing.md:189-190 references/signal_processing.md:190-191 references/signal_processing.md:191-202 references/signal_processing.md:202-205 references/signal_processing.md:205-208 references/signal_processing.md:208-209 references/signal_processing.md:209-210 references/signal_processing.md:210-211 references/signal_processing.md:211-222 references/signal_processing.md:222-224 references/signal_processing.md:224-227 references/signal_processing.md:227 references/signal_processing.md:227 references/signal_processing.md:227-228 references/signal_processing.md:228-229 references/signal_processing.md:229-240 references/signal_processing.md:240-242 references/signal_processing.md:242-253 references/signal_processing.md:253-255 references/signal_processing.md:255-265 references/signal_processing.md:265-268 references/signal_processing.md:268-271 references/signal_processing.md:271-272 references/signal_processing.md:272-273 references/signal_processing.md:273-274 references/signal_processing.md:274-280 references/signal_processing.md:280-282 references/signal_processing.md:282-285 references/signal_processing.md:285-287 references/signal_processing.md:287-299 references/signal_processing.md:299-302 references/signal_processing.md:302-305 references/signal_processing.md:305-306 references/signal_processing.md:306-307 references/signal_processing.md:307-308 references/signal_processing.md:308-312 references/signal_processing.md:312-313 references/signal_processing.md:313-314 references/signal_processing.md:314-325 references/signal_processing.md:325-328 references/signal_processing.md:328-331 references/signal_processing.md:331-332 references/signal_processing.md:332-333 references/signal_processing.md:333-351 references/signal_processing.md:351-353 references/signal_processing.md:353-369 references/signal_processing.md:369-372 references/signal_processing.md:372-375 references/signal_processing.md:375-376 references/signal_processing.md:376-391 references/signal_processing.md:391-393 references/signal_processing.md:393-396 references/signal_processing.md:396-397 references/signal_processing.md:397-411 references/signal_processing.md:411-414 references/signal_processing.md:414-417 references/signal_processing.md:417-418 references/signal_processing.md:418-419 references/signal_processing.md:419-420 references/signal_processing.md:420-423 references/signal_processing.md:423-424 references/signal_processing.md:424-435 references/signal_processing.md:435-441 references/signal_processing.md:441-456 references/signal_processing.md:456-458 references/signal_processing.md:458-474 references/signal_processing.md:474-476 references/signal_processing.md:476-490 references/signal_processing.md:490-492 references/signal_processing.md:492-495 references/signal_processing.md:495-496 references/signal_processing.md:496-499 references/signal_processing.md:499-514 references/signal_processing.md:514-516 references/signal_processing.md:516-519 references/signal_processing.md:519-520 references/signal_processing.md:520-521 references/signal_processing.md:521-522 references/signal_processing.md:522-533 references/signal_processing.md:533-535 references/signal_processing.md:535-538 references/signal_processing.md:538-539 references/signal_processing.md:539-540 references/signal_processing.md:540-541 references/signal_processing.md:541-544 references/signal_processing.md:544-545 references/signal_processing.md:545-546 references/signal_processing.md:546 references/signal_processing.md:546 references/signal_processing.md:546-557 references/signal_processing.md:557-560 references/signal_processing.md:560-563 references/signal_processing.md:563-564 references/signal_processing.md:564-567 references/signal_processing.md:567-568 references/signal_processing.md:568-569 references/signal_processing.md:569-582 references/signal_processing.md:582-585 references/signal_processing.md:585-604 references/signal_processing.md:604-606 references/signal_processing.md:606-627 references/signal_processing.md:627-632 references/signal_processing.md:632-637 SKILL.md:28 SKILL.md:37-48 SKILL.md:48-52 SKILL.md:52-61 SKILL.md:61-70 SKILL.md:70-74 SKILL.md:74-84 SKILL.md:84-92 SKILL.md:92-96 SKILL.md:96-105 SKILL.md:105-114 SKILL.md:114-118 SKILL.md:118-127 SKILL.md:127-136 SKILL.md:136-140 SKILL.md:140-143 SKILL.md:143-149 SKILL.md:149-153 SKILL.md:153-156 SKILL.md:156-162 SKILL.md:162-166 SKILL.md:166-177 SKILL.md:177-186 SKILL.md:186-190 SKILL.md:190-200 SKILL.md:200-208 SKILL.md:208-212 SKILL.md:212-221 SKILL.md:221-231 SKILL.md:231-235 SKILL.md:235-238 SKILL.md:238-250 SKILL.md:250-266 SKILL.md:266-270 SKILL.md:270-272 SKILL.md:272-275 SKILL.md:275-277 SKILL.md:277-282 SKILL.md:282-296 SKILL.md:296-299 SKILL.md:299-310 SKILL.md:310-313 SKILL.md:313-325
🌐 Netzwerkzugriff (5)
Auditiert von: claude Audit-Verlauf anzeigen →
Qualitätsbewertung
45
Architektur
100
Wartbarkeit
87
Inhalt
20
Community
100
Sicherheit
91
Spezifikationskonformität
Was du bauen kannst
Мультимодальные исследования эмоций
Анализ частоты сердечных сокращений, кожной проводимости и лицевой ЭМГ во время эмоциональных стимулов для изучения реакций вегетативной нервной системы.
Анализ мозговой активности по ЭЭГ
Вычисление мощности частотных диапазонов, извлечение последовательностей микросостояний и анализ динамики мозга во время когнитивных задач.
Оценка вариабельности сердечного ритма
Расчет комплексных метрик вариабельности сердечного ритма для оценки вегетативной функции в клинических популяциях.
Probiere diese Prompts
Базовая обработка ЭКГ
Помоги мне обработать сигнал ЭКГ для анализа вариабельности сердечного ритма. У меня есть сигнал с частотой дискретизации 1000 Гц. Покажи мне полный конвейер, включая очистку, обнаружение R-пиков и вычисление метрик ВСР во временной, частотной и нелинейной областях.
Интеграция множественных сигналов
У меня есть одновременные записи ЭКГ, дыхания и КГР. Покажи мне, как обработать все сигналы вместе с помощью функции bio_process и извлечь интегрированные признаки, такие как дыхательная синусовая аритмия.
Анализ связанных с событиями данных
Мне нужно проанализировать физиологические реакции, привязанные по времени к событиям-стимулам. Покажи мне, как обнаружить события, создать эпохи вокруг них и извлечь признаки, связанные с событиями, для сигналов ЭКГ и КГР.
Анализ микросостояний ЭЭГ
Помоги мне выполнить анализ микросостояний ЭЭГ на данных состояния покоя. Включи предобработку, определение оптимального количества состояний, сегментацию и вычисление динамики переходов.
Bewährte Verfahren
- Используйте соответствующие частоты дискретизации: ЭКГ/ЭЭГ ≥250 Гц, КГР ≥20 Гц, ФПГ ≥50 Гц
- Применяйте коррекцию артефактов перед обнаружением пиков для повышения надежности
- Указывайте длительность записи, так как минимальные требования различаются в зависимости от типа анализа
Vermeiden
- Использование коротких записей (<60 секунд) для частотного анализа ВСР
- Пропуск оценки качества сигнала перед вычислением метрик
- Игнорирование проверок физиологической правдоподобности обнаруженных пиков
Häufig gestellte Fragen
Какая частота дискретизации нужна для разных сигналов?
ЭКГ и ЭЭГ требуют минимум ≥250 Гц (рекомендуется 1000 Гц). КГР требует ≥20 Гц. ФПГ требует ≥50 Гц.
Какой длины должны быть записи для надежного анализа?
Базовая частота сердечных сокращений: ≥10 секунд. ВСР временная область: ≥60 секунд. ВСР частотная область: 2-5 минут. Нелинейная ВСР: 5+ минут.
Могу ли я использовать NeuroKit2 с данными с моего устройства?
Да. Импортируйте ваши данные как массивы NumPy. Убедитесь в согласованной частоте дискретизации по всем каналам.
Безопасны ли мои физиологические данные при использовании этого навыка?
Этот навык содержит только документацию. Обработка происходит локально с использованием библиотеки Python NeuroKit2 на вашей машине.
Почему не работает обнаружение пиков?
Сначала проверьте качество сигнала. Распространенные проблемы: инвертированная полярность ЭКГ, чрезмерный шум, плохой контакт электродов или слишком низкая частота дискретизации.
Как это сравнивается с Kubios или другим ПО для ВСР?
NeuroKit2 обеспечивает аналогичную базовую функциональность с преимуществом быть открытым исходным кодом, основанным на Python и интегрированным с рабочими процессами анализа данных.