NIH發佈包含 10600 張 CT 圖像數據庫，為 AI 算法測
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<a href="http://www.dw-3.com/">DW 鎵嬮尪</a>鍝佺墝鐨勮獣鐢燂紝婧愭柤涓€娆¤法瓒婂崐鍊嬩笘鐣岀殑宸ч亣锛氬搧鐗屽壍濮嬩汉Filip Tysander鍦ㄦ梾閫斾腑閬囪涓€浣嶄綆瑾胯瑱閬滅殑鑻卞湅绱冲＋锛屼粬钁楄鍎泤绨＄磩锛屽挨鍏舵槸鑵曢枔浣╂埓鐨勪竴娆惧彜钁ｈ厱閷讹紝鏂戦鐨勭箶绱嬮尪甯跺桨椤嚭闆嬫案鏍艰銆傚洜姝ゅ暉鐧间簡Filip鏂扮殑闈堟劅锛屼粬姹哄畾寤虹珛鑷繁鐨勮厱閷跺搧鐗岋紝涓︿互閫欎綅鑻卞湅绱冲＋鐨勫悕瀛椻€斺€擠aniel Wellington鐐哄悕銆?div class="intro">闆烽嫆缍?鍏溇铏燂細闆烽嫆缍?娑堟伅锛岀編鍦嬪湅绔嬭鐢熺爺绌堕櫌锛圢IH锛夋渶杩戠櫦浣堢灜涓€鍊嬮緪澶х殑鑳搁儴X鍏夋暩鎿氬韩锛岀従宸插叕闁嬭繎10600寮礐T鎺冩弿鍦栧儚锛屼互鏀寔閱檪浜哄伐鏅鸿兘绠楁硶鐨勯枊鐧煎拰娓│銆?閫欏€嬪ぇ鍨嬫垚鍍?/div>
<p>闆烽嫆缍?鍏溇铏燂細闆烽嫆缍?娑堟伅锛岀編鍦嬪湅绔嬭鐢熺爺绌堕櫌锛圢IH锛夋渶杩戠櫦浣堢灜涓€鍊嬮緪澶х殑鑳搁儴X鍏夋暩鎿氬韩锛岀従宸插叕闁嬭繎10600寮礐T鎺冩弿鍦栧儚锛屼互鏀寔閱檪浜哄伐鏅鸿兘绠楁硶鐨勯枊鐧煎拰娓│銆?/p><p>閫欏€嬪ぇ鍨嬫垚鍍忔暩鎿氬韩琚ū鐐篋eepLesion锛屾槸鐢辩編鍦嬪湅绔嬭鐢熺爺绌堕櫌鐨凴onald Summers鍙婂叾鍚屼簨鍓靛缓鐨勩€備粬鍊戝皪鍏舵妲嬭！鐨勬斁灏勭閱敓鐨凜T鎺冩弿绲愭灉閫茶鐬嚚搴婄浉闂滅殑妯欒ɑ銆?/p><p>Summers鏄疦IH褰卞儚鐢熺墿妯欒鍜岃▓绠楁杓斿姪瑷烘柗瀵﹂瀹ょ殑楂樼礆鐮旂┒鍝″拰鏀惧皠瀛稿偄銆?/p><p>鏍规摎缇庡湅鍦嬬珛琛涚敓鐮旂┒闄㈢殑瑾硶锛岄€欎簺妯欒ɑ閫氬父寰堝京闆滐紝鍖呮嫭鎻忚堪鐥呰畩澶у皬鍜屼綅缃殑绠牠銆佺窔姊濄€佸垎鍓插拰鏂囨湰锛屼互渚胯畵鑷ㄥ簥閱敓鍙互鐩ｆ脯鐤剧梾璁婂寲銆傛瑷婚啱瀛稿湒鍍忛渶瑕佸唬娉涚殑鑷ㄥ簥缍撻锛屼甫涓旀渻鑰楄不澶ч噺鏅傞枔銆?/p><p>瀵﹂殯涓婏紝缂轰箯鍙敤鏂艰〒绶碅I绠楁硶鐨勫ぇ鍨嬮啱瀛稿湒鍍忔暩鎿氬韩涓€鐩磋瑾嶇偤鏄疉I鎶€琛撳皨姹傜獊鐮寸殑涓昏闅滅涔嬩竴銆係ummers鍙婂叾鍚屼簨鐨勫姫鍔涘氨鏄偤鐬敼璁婇€欑ó鐙€娉侊紝鑷冲皯鍦╔鍏夋柟闈?銆傚幓骞翠粬鍊戠櫦浣堢灜ChestX-ray8鏁告摎搴紝搴腑鍖呭惈鐬?00000寮礨鍏夊湒鍍忋€?/p><p>DeepLesion閫氶亷鎻愪緵瓒冲寮峰ぇ鐨凜T鎺冩弿鏁告摎搴拰闄勫付鐨勬瑷讳締瑷撶反娣卞害绁炵稉缍茬怠锛屽緸鑰屽公鍔╃篂閬庨€欎簺闅滅銆傜編鍦嬪湅绔嬭鐢熺爺绌堕櫌寤鸿锛屾湁鏈濅竴鏃ュ彲浠モ€滀娇绉戝鐣岃兘澶犲壍寤轰竴鍊嬪叿鏈夌当涓€妗嗘灦鐨勫ぇ瑕忔ā閫氱敤鐥呰畩妾㈡脯鍣ㄢ€濄€?/p><p></p><p>闆烽嫆缍茬灜瑙ｅ埌锛岃┎鏁告摎搴寘鎷締鑷Μ瑁¤槶宸炶矟濉炴柉閬擭IH鑷ㄥ簥涓績鐨?400澶氬悕鎮ｈ€呯殑澶х磩10600闋呯爺绌躲€傞洊鐒剁洰鍓嶅ぇ澶氭暩鏁告摎搴寘鍚?0鑷虫暩鐧惧€嬪柈涓€椤炲瀷鐨勭梾璁婏紝浣嗚┎绲勮ō瑷堢殑DeepLesion鍙绱嶈秴閬?2000鍊嬬梾鐏讹紝娑佃搵鍚勭ó鏀惧皠瀛哥櫦鐝撅紝濡傝偤绲愮瘈銆佹穻宸寸祼鑵ぇ鍜岃倽鑵槫銆?/p><p>鏈夌灜澶氳寖鐤囩殑鐥呰畩鏁告摎搴紝DeepLesion鐐虹爺绌朵汉鍝℃彁渚涚灜闁嬬櫦浜哄伐鏅鸿兘绠楁硶鐨勬鏈冿紝鑳藉鑷嫊妾㈡脯鍜岃ê鏂峰绋梾璁婇鍨嬨€傜編鍦嬪湅绔嬭鐢熺爺绌堕櫌鎸囧嚭锛屾湭渚嗗畠閭勫彲鑳界櫦灞曟垚鐐轰竴鍊嬮€氱敤鐥呰畩妾㈡脯鍣紝鍙敤浣滃垵濮嬬閬稿伐鍏凤紝涓﹀皣鍏剁祼鏋滅櫦閫佸埌鍏朵粬鏇村皥妤殑绠楁硶銆傛澶栵紝鐮旂┒浜哄摗鍙兘鍙互鍦ㄥ悓涓€娆T鎺冩弿涓爺绌朵笉鍚岄鍨嬬梾璁婁箣闁撶殑闂滅郴锛屽緸鑰屽叏闈㈣浼扮檶鐧ヨ矤鎿斻€?/p><p>鐐虹灜闁嬪灞曠ず閫欑ó娼涘姏锛孲ummers鍙婂叾鍚屼簨鐢―eepLesion鏁告摎搴締瑷撶反涓€鍊嬪吀鍨嬬殑閫氱敤鐥呰畩妾㈡脯鍣紝浠ョ櫦鐝惧悇绋梾璁娿€備粬鍊戠殑鎺㈡脯鍣ㄩ潏鏁忓害閬斿埌81.1锛咃紝姣忓€嬪湒鍍忔湁5鍊嬪亣闄芥€с€?/p><p>鎿氶浄閶掔恫鐬В锛岀爺绌朵汉鍝¤▓鍔冪辜绾屽悜DeepLesion娣诲姞鍦栧儚锛屼互鎻愰珮妾㈡脯鍣ㄧ殑婧栫⒑鎬э紝浠栧€戝笇鏈涘皣MRI鎺冩弿鍖呭惈鍦ㄦ暩鎿氬韩涓紝涓︾祼鍚堟湭渚嗗鍌㈤啱闄㈢殑鏁告摎銆傝┎鐮旂┒灏忕祫瑾嶇偤锛岄櫎鐬梾璁婃娓锛岃┎鏁告摎搴倓鍙互骞姪瑷撶反绠楁硶灏嶇梾璁婇€茶鍒嗛锛屼甫鏍规摎鐝炬湁妯″紡闋愭脯鐥呰畩鐨勭櫦灞曘€?/p><p>鏁告摎搴殑涓嬭級鍦板潃锛歨ttps://nihcc.app.box.com/v/DeepLesion</p>
<p>闆烽嫆缍插師鍓垫枃绔狅紝鏈稉鎺堟瑠绂佹杞夎級銆傝┏鎯呰杞夎級闋堢煡銆?/p>
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<p>闆烽嫆缍?鍏溇铏燂細闆烽嫆缍?娑堟伅锛岀編鍦嬪湅绔嬭鐢熺爺绌堕櫌锛圢IH锛夋渶杩戠櫦浣堢灜涓€鍊嬮緪澶х殑鑳搁儴X鍏夋暩鎿氬韩锛岀従宸插叕闁嬭繎10600寮礐T鎺冩弿鍦栧儚锛屼互鏀寔閱檪浜哄伐鏅鸿兘绠楁硶鐨勯枊鐧煎拰娓│銆?/p><p>閫欏€嬪ぇ鍨嬫垚鍍忔暩鎿氬韩琚ū鐐篋eepLesion锛屾槸鐢辩編鍦嬪湅绔嬭鐢熺爺绌堕櫌鐨凴onald Summers鍙婂叾鍚屼簨鍓靛缓鐨勩€備粬鍊戝皪鍏舵妲嬭！鐨勬斁灏勭閱敓鐨凜T鎺冩弿绲愭灉閫茶鐬嚚搴婄浉闂滅殑妯欒ɑ銆?/p><p>Summers鏄疦IH褰卞儚鐢熺墿妯欒鍜岃▓绠楁杓斿姪瑷烘柗瀵﹂瀹ょ殑楂樼礆鐮旂┒鍝″拰鏀惧皠瀛稿偄銆?/p><p>鏍规摎缇庡湅鍦嬬珛琛涚敓鐮旂┒闄㈢殑瑾硶锛岄€欎簺妯欒ɑ閫氬父寰堝京闆滐紝鍖呮嫭鎻忚堪鐥呰畩澶у皬鍜屼綅缃殑绠牠銆佺窔姊濄€佸垎鍓插拰鏂囨湰锛屼互渚胯畵鑷ㄥ簥閱敓鍙互鐩ｆ脯鐤剧梾璁婂寲銆傛瑷婚啱瀛稿湒鍍忛渶瑕佸唬娉涚殑鑷ㄥ簥缍撻锛屼甫涓旀渻鑰楄不澶ч噺鏅傞枔銆?/p><p>瀵﹂殯涓婏紝缂轰箯鍙敤鏂艰〒绶碅I绠楁硶鐨勫ぇ鍨嬮啱瀛稿湒鍍忔暩鎿氬韩涓€鐩磋瑾嶇偤鏄疉I鎶€琛撳皨姹傜獊鐮寸殑涓昏闅滅涔嬩竴銆係ummers鍙婂叾鍚屼簨鐨勫姫鍔涘氨鏄偤鐬敼璁婇€欑ó鐙€娉侊紝鑷冲皯鍦╔鍏夋柟闈?銆傚幓骞翠粬鍊戠櫦浣堢灜ChestX-ray8鏁告摎搴紝搴腑鍖呭惈鐬?00000寮礨鍏夊湒鍍忋€?/p><p>DeepLesion閫氶亷鎻愪緵瓒冲寮峰ぇ鐨凜T鎺冩弿鏁告摎搴拰闄勫付鐨勬瑷讳締瑷撶反娣卞害绁炵稉缍茬怠锛屽緸鑰屽公鍔╃篂閬庨€欎簺闅滅銆傜編鍦嬪湅绔嬭鐢熺爺绌堕櫌寤鸿锛屾湁鏈濅竴鏃ュ彲浠モ€滀娇绉戝鐣岃兘澶犲壍寤轰竴鍊嬪叿鏈夌当涓€妗嗘灦鐨勫ぇ瑕忔ā閫氱敤鐥呰畩妾㈡脯鍣ㄢ€濄€?/p><p></p><p>闆烽嫆缍茬灜瑙ｅ埌锛岃┎鏁告摎搴寘鎷締鑷Μ瑁¤槶宸炶矟濉炴柉閬擭IH鑷ㄥ簥涓績鐨?400澶氬悕鎮ｈ€呯殑澶х磩10600闋呯爺绌躲€傞洊鐒剁洰鍓嶅ぇ澶氭暩鏁告摎搴寘鍚?0鑷虫暩鐧惧€嬪柈涓€椤炲瀷鐨勭梾璁婏紝浣嗚┎绲勮ō瑷堢殑DeepLesion鍙绱嶈秴閬?2000鍊嬬梾鐏讹紝娑佃搵鍚勭ó鏀惧皠瀛哥櫦鐝撅紝濡傝偤绲愮瘈銆佹穻宸寸祼鑵ぇ鍜岃倽鑵槫銆?/p><p>鏈夌灜澶氳寖鐤囩殑鐥呰畩鏁告摎搴紝DeepLesion鐐虹爺绌朵汉鍝℃彁渚涚灜闁嬬櫦浜哄伐鏅鸿兘绠楁硶鐨勬鏈冿紝鑳藉鑷嫊妾㈡脯鍜岃ê鏂峰绋梾璁婇鍨嬨€傜編鍦嬪湅绔嬭鐢熺爺绌堕櫌鎸囧嚭锛屾湭渚嗗畠閭勫彲鑳界櫦灞曟垚鐐轰竴鍊嬮€氱敤鐥呰畩妾㈡脯鍣紝鍙敤浣滃垵濮嬬閬稿伐鍏凤紝涓﹀皣鍏剁祼鏋滅櫦閫佸埌鍏朵粬鏇村皥妤殑绠楁硶銆傛澶栵紝鐮旂┒浜哄摗鍙兘鍙互鍦ㄥ悓涓€娆T鎺冩弿涓爺绌朵笉鍚岄鍨嬬梾璁婁箣闁撶殑闂滅郴锛屽緸鑰屽叏闈㈣浼扮檶鐧ヨ矤鎿斻€?/p><p>鐐虹灜闁嬪灞曠ず閫欑ó娼涘姏锛孲ummers鍙婂叾鍚屼簨鐢―eepLesion鏁告摎搴締瑷撶反涓€鍊嬪吀鍨嬬殑閫氱敤鐥呰畩妾㈡脯鍣紝浠ョ櫦鐝惧悇绋梾璁娿€備粬鍊戠殑鎺㈡脯鍣ㄩ潏鏁忓害閬斿埌81.1锛咃紝姣忓€嬪湒鍍忔湁5鍊嬪亣闄芥€с€?/p><p>鎿氶浄閶掔恫鐬В锛岀爺绌朵汉鍝¤▓鍔冪辜绾屽悜DeepLesion娣诲姞鍦栧儚锛屼互鎻愰珮妾㈡脯鍣ㄧ殑婧栫⒑鎬э紝浠栧€戝笇鏈涘皣MRI鎺冩弿鍖呭惈鍦ㄦ暩鎿氬韩涓紝涓︾祼鍚堟湭渚嗗鍌㈤啱闄㈢殑鏁告摎銆傝┎鐮旂┒灏忕祫瑾嶇偤锛岄櫎鐬梾璁婃娓锛岃┎鏁告摎搴倓鍙互骞姪瑷撶反绠楁硶灏嶇梾璁婇€茶鍒嗛锛屼甫鏍规摎鐝炬湁妯″紡闋愭脯鐥呰畩鐨勭櫦灞曘€?/p><p>鏁告摎搴殑涓嬭級鍦板潃锛歨ttps://nihcc.app.box.com/v/DeepLesion</p>
<p>闆烽嫆缍插師鍓垫枃绔狅紝鏈稉鎺堟瑠绂佹杞夎級銆傝┏鎯呰杞夎級闋堢煡銆?/p>
<a href="http://www.dw-3.com/">DW 瀹樼恫</a>姣忓ぉ鐐哄ぇ瀹跺付渚嗗叏鏂版疆娴佺郴鍒楀柈鍝侊紝鐐烘偍鐨勭敓娲绘坊鍔犳洿澶氱殑鑹插僵锛岀偤鎮ㄧ殑鐢熸椿鍏呮豢娲诲姏锛岃畵鎮ㄦ瘡澶╀笉閲嶈锛岀簿褰╃殑浜虹敓寰炵従鍦ㄩ枊濮嬶紝鏁珛闂滄敞鎴戝€慏W 鍙扮仯瀹樼恫锛坔ttp://www.dw-3.com/锛夛紝鎴戝€戝皣鍏ㄦ柊鐨凞W澶波鍠搧涓€涓€鍛堢従绲﹀ぇ瀹躲€?
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