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    <link:label id="lab_us-gaap_LineOfCredit_5572F43BCE4841DE46B089C5D084CAE9_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_FAA0C72969B054F7A12134E83C18602B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings outstanding</link:label>
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_1A143C5A1DBCE4C9AD6A66AADD67F139_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_1A143C5A1DBCE4C9AD6A66AADD67F139" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2021</link:label>
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_7705B84DC47AD8B328CD66AADD683CBF_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_7705B84DC47AD8B328CD66AADD683CBF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_2545264EFA5D77E009BE66AADD682271_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_2545264EFA5D77E009BE66AADD682271" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2025 and thereafter</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensation_B22FAA01EBF1020FD5267CB56360EA81_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_B22FAA01EBF1020FD5267CB56360EA81" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock based compensation</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensation_B22FAA01EBF1020FD5267CB56360EA81_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_B22FAA01EBF1020FD5267CB56360EA81" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation</link:label>
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    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_D010312E5F3D1C2A2B137CB563615EEB_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_D010312E5F3D1C2A2B137CB563615EEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gain on contingent consideration for IPR&amp;D Write-off</link:label>
    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_D010312E5F3D1C2A2B137CB563615EEB_label_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_D010312E5F3D1C2A2B137CB563615EEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Income Tax Expense (Benefit)</link:label>
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    <link:label id="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_EAB8BD84F409F7727B4B7CB563626EE0_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_EAB8BD84F409F7727B4B7CB563626EE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fixed and intangible asset impairments and disposals</link:label>
    <link:label id="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_EAB8BD84F409F7727B4B7CB563626EE0_label_en-US" xlink:label="lab_us-gaap_ImpairmentOfLongLivedAssetsToBeDisposedOf_EAB8BD84F409F7727B4B7CB563626EE0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairment of Long-Lived Assets to be Disposed of</link:label>
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    <link:label id="lab_us-gaap_OtherAssetImpairmentCharges_F97DE869BC726070D07F7CB56362DAAE_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetImpairmentCharges_F97DE869BC726070D07F7CB56362DAAE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Write-off of other assets</link:label>
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    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_EA74E34C95D5CA825E3A7CB56362DD61_negatedLabel_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_EA74E34C95D5CA825E3A7CB56362DD61" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other</link:label>
    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_EA74E34C95D5CA825E3A7CB56362DD61_label_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_EA74E34C95D5CA825E3A7CB56362DD61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Income (Expense)</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_B4AF4DE0CCAB308F716F7CB56369B564_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_B4AF4DE0CCAB308F716F7CB56369B564" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided by (used in) operating activities</link:label>
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    <link:label id="lab_ango_NoncashorPartNoncashAcquisitionValueofContingentConsiderationReceived_73177F7E164CF994203A7CB5636C77D9_terseLabel_en-US" xlink:label="lab_ango_NoncashorPartNoncashAcquisitionValueofContingentConsiderationReceived_73177F7E164CF994203A7CB5636C77D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair value of contingent consideration for acquisitions</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_8431294443D0370FB46E830A6785AB5D_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDisposalGroupsIncludingDiscontinuedOperationsIncomeStatementBalanceSheetAndAdditionalDisclosuresTextBlock_24E096ADC4E35CA284C9706CC62375C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Results of Discontinued Operations</link:label>
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    <link:label id="lab_us-gaap_GoodwillRollForward_971949AF1489FBAFDE996D0210BB291E_terseLabel_en-US" xlink:label="lab_us-gaap_GoodwillRollForward_971949AF1489FBAFDE996D0210BB291E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Goodwill [Roll Forward]</link:label>
    <link:label id="lab_us-gaap_GoodwillRollForward_971949AF1489FBAFDE996D0210BB291E_label_en-US" xlink:label="lab_us-gaap_GoodwillRollForward_971949AF1489FBAFDE996D0210BB291E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GoodwillRollForward" xlink:label="loc_us-gaap_GoodwillRollForward_971949AF1489FBAFDE996D0210BB291E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_Goodwill_D80D5D65A3BE28A57C6A6D0210BBEDC9_periodStartLabel_en-US" xlink:label="lab_us-gaap_Goodwill_D80D5D65A3BE28A57C6A6D0210BBEDC9" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Goodwill balance at May 31, 2019</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Goodwill" xlink:label="loc_us-gaap_Goodwill_D80D5D65A3BE28A57C6A6D0210BBEDC9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Goodwill_D80D5D65A3BE28A57C6A6D0210BBEDC9" xlink:to="lab_us-gaap_Goodwill_D80D5D65A3BE28A57C6A6D0210BBEDC9" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAcquiredDuringPeriod_9B84AD744F1045BA6A1A6D0210BB1EFC_terseLabel_en-US" xlink:label="lab_us-gaap_GoodwillAcquiredDuringPeriod_9B84AD744F1045BA6A1A6D0210BB1EFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additions for Eximo acquisition (Note 2)</link:label>
    <link:label id="lab_us-gaap_GoodwillAcquiredDuringPeriod_9B84AD744F1045BA6A1A6D0210BB1EFC_label_en-US" xlink:label="lab_us-gaap_GoodwillAcquiredDuringPeriod_9B84AD744F1045BA6A1A6D0210BB1EFC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill, Acquired During Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GoodwillAcquiredDuringPeriod" xlink:label="loc_us-gaap_GoodwillAcquiredDuringPeriod_9B84AD744F1045BA6A1A6D0210BB1EFC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_Goodwill_01817C9CE3A41DF337B56D0210BCB25B_periodEndLabel_en-US" xlink:label="lab_us-gaap_Goodwill_01817C9CE3A41DF337B56D0210BCB25B" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Goodwill balance at November 30, 2019</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Goodwill" xlink:label="loc_us-gaap_Goodwill_01817C9CE3A41DF337B56D0210BCB25B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_216FF4A44F438627460A8D5BCB6A20A0_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_CA36AA32B7D658519CCC6D8995E7D9AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2020</link:label>
    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_216FF4A44F438627460A8D5BCB6A20A0_label_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_CA36AA32B7D658519CCC6D8995E7D9AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Future Minimum Payments Due, Next Twelve Months</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent" xlink:label="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_CA36AA32B7D658519CCC6D8995E7D9AA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_760D4B6C0EB20CE3E6128D5C04027833_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_03C2DC49E56152098E74CDA826BBCDC5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2021</link:label>
    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_760D4B6C0EB20CE3E6128D5C04027833_label_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_03C2DC49E56152098E74CDA826BBCDC5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Future Minimum Payments, Due in Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears" xlink:label="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_03C2DC49E56152098E74CDA826BBCDC5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_5D2F353AE5F7EAF6A4EA8D5C4BC1F64C_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_E20985BFBAC2588A92E2A2817ACE5C8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2022</link:label>
    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_5D2F353AE5F7EAF6A4EA8D5C4BC1F64C_label_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_E20985BFBAC2588A92E2A2817ACE5C8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases, Future Minimum Payments, Due in Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears" xlink:label="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_E20985BFBAC2588A92E2A2817ACE5C8D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_2388024B680FD8E5C5198D5D47F7C234_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_B72EAA92D77A50019E28CA5AAC8E1289" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears" xlink:label="loc_us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_B72EAA92D77A50019E28CA5AAC8E1289" xlink:type="locator" />
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    <link:label id="lab_ango_OperatingLeasesFutureMinimumPaymentsDueAfterFourYears_84A88E572F5A500A53F78D5EF0724B2C_terseLabel_en-US" xlink:label="lab_ango_OperatingLeasesFutureMinimumPaymentsDueAfterFourYears_CB3BEBC8E3935C9C9C95E1E924EDF500" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2024 and thereafter</link:label>
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