TWI790750B - Esophageal scanning system - Google Patents
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本發明係關於一種食道掃描系統,尤指利用超音波聲輻力,以檢驗患者是否患有巴雷斯特食道症之食道掃描系統。The present invention relates to an esophagus scanning system, especially an esophagus scanning system which utilizes ultrasonic sound radiation force to test whether a patient suffers from Barrett's esophagus.
於早期的食道癌檢測時,並不太可能有檢測到明顯食道癌症狀的機會,而會發現明顯症狀病患的原因,絕大多數的原因,都是因為發生吞嚥的問題。而有些病患是因腫瘤轉移的其他症狀而到醫院求診時所發現,僅有極少數的人是於身體檢查時,或是因為其他疾病接受檢查時,意外發現食道癌。In the detection of early esophageal cancer, it is unlikely to have the opportunity to detect obvious symptoms of esophageal cancer, but the cause of patients with obvious symptoms, most of the reasons are swallowing problems. While some patients were found when they went to the hospital for other symptoms of tumor metastasis, only a very small number of people accidentally discovered esophageal cancer during physical examination or when they were checked for other diseases.
過往於臨床上,食道癌的診斷並不困難,醫師會依據針對病患主訴,相關病史,以及身體的理學檢查(physical examination),提出所懷疑的問題並做出合理的臆斷,再安排近一步的檢查。而過往對食道疾病進行診斷的最佳工具,莫過於內視鏡,以及食道造影X光檢查,其他還有胸部X光攝影,內視鏡超音波等都有助於食道癌診斷的確立與相關程度的判斷。In the past, the diagnosis of esophageal cancer was not difficult clinically. The doctor would raise doubts and make reasonable assumptions based on the patient's chief complaint, relevant medical history, and physical examination, and then make further arrangements. check. In the past, the best tools for diagnosing esophageal diseases were endoscopy, esophageal contrast X-ray examination, chest X-ray photography, endoscopic ultrasound, etc., which are helpful for the establishment and correlation of esophageal cancer diagnosis. degree of judgment.
此外,「內視鏡超音波」(Endoscopic Ultrasound, EUS)技術則是目前一種較先進的技術,主要是在內視鏡的前端加裝超音波探頭,除了可觀察食道內部外,也可利用超音波立即觀察黏膜下的組織結構,如此對病灶侵犯的深度,以及食道附近組織(包括淋巴結)變化,可獲得較詳細的瞭解。依最近的研究,內視鏡超音波技術準確率確實相當高,較諸電腦斷層掃描對食道病灶僅約六成的準確率高出不少。而其對癌症的分期,於日後治療方式的決定亦幫忙頗大。In addition, "Endoscopic Ultrasound" (Endoscopic Ultrasound, EUS) technology is currently a relatively advanced technology, which mainly installs an ultrasonic probe on the front end of the endoscope. In addition to observing the inside of the esophagus, EUS can also be used to The submucosal tissue structure can be observed immediately with sound waves, so that a more detailed understanding can be obtained of the depth of lesion invasion and the changes of tissues (including lymph nodes) near the esophagus. According to recent research, the accuracy rate of endoscopic ultrasound technology is indeed quite high, which is much higher than that of computerized tomography scans, which is only about 60% accurate for esophageal lesions. It is also very helpful for the stage of cancer and the decision of treatment in the future.
而又,「巴雷斯特食道症」(Barrett's esophagus)是一種食道細胞病變的症狀。有一些因為逆流產生食道炎與潰瘍的病患,其胃食道交接口長得和其他人不同。除了因為發炎所造成的異常,其胃與食道上皮組織,也會產生變化,如原來的柱狀上皮,向上延伸而取代了鱗狀上皮所在的位置,亦從此可知,癌化的食道管壁組織,會比健康的乳腺組織更為堅硬。Moreover, "Barrett's esophagus" is a symptom of esophageal cell disease. Some patients with esophagitis and ulcers caused by reflux have different gastroesophageal junctions from others. In addition to abnormalities caused by inflammation, the epithelial tissue of the stomach and esophagus will also undergo changes, such as the original columnar epithelium extending upwards to replace the position of the squamous epithelium. , will be firmer than healthy breast tissue.
綜前所述,目前醫界確實相當需要一種食道檢查系統,得以用來量測食道之管壁組織軟硬程度,並檢測出異常組織,以及定位出異常組織位置。To sum up, at present, the medical field really needs an esophagus inspection system, which can be used to measure the softness and hardness of the wall tissue of the esophagus, detect abnormal tissues, and locate the location of abnormal tissues.
本發明提供一種食道掃瞄系統,係用於掃描使用者之食道,可藉由超音波聲輻射力,當震動食道管壁時,可探測食道的軟硬程度,得以知曉是否有病變的發生。而所探測的食道的應力應變楊氏係數是一種均值,且可由應力應變楊氏係數得到硬塊的數值,當倘有硬塊,便可認定是病變時,可診斷食道組織是否有病變的發生,並定位出早期發生病變位置。The present invention provides an esophagus scanning system, which is used to scan the user's esophagus. It can detect the softness and hardness of the esophagus when the wall of the esophagus is vibrated by the ultrasonic sound radiation force, so as to know whether there is a lesion. The stress-strain Young's coefficient of the detected esophagus is an average value, and the value of the hard block can be obtained from the stress-strain Young's coefficient. If there is a hard block, it can be identified as a lesion, and it can be diagnosed. Locate the location of early lesion.
根據本發明一種食道掃瞄系統之一實施例,其包括:訊號單元,切換單元,接收單元,控制單元,分析單元以及超音波探測器。An embodiment of an esophageal scanning system according to the present invention includes: a signal unit, a switching unit, a receiving unit, a control unit, an analyzing unit and an ultrasonic detector.
本發明一種食道掃瞄系統之訊號單元,係用以產生並放大超音波。The signal unit of the esophageal scanning system of the present invention is used to generate and amplify ultrasonic waves.
本發明一種食道掃瞄系統,之切換單元,係電連接該訊號單元,用以切換發射該超音波聲輻射力,或接收應力應變楊氏係數。In the esophagus scanning system of the present invention, the switching unit is electrically connected to the signal unit, and is used for switching the emission of the ultrasonic sound radiation force, or receiving the Young's coefficient of stress and strain.
本發明一種食道掃瞄系統之接收單元,係電連接該切換單元。The receiving unit of the esophageal scanning system of the present invention is electrically connected to the switching unit.
本發明一種食道掃瞄系統之控制單元,係電連接該訊號單元,切換單元以及該接收單元。The control unit of the esophageal scanning system of the present invention is electrically connected to the signal unit, the switching unit and the receiving unit.
本發明一種食道掃瞄系統之超音波探測器,係電連接該切換單元以及該訊號單元,該超音波探測器接收該超音波,以產生並發射超音波聲輻射力,或接收該應力應變楊氏係數。An ultrasonic detector of the esophageal scanning system of the present invention is electrically connected to the switching unit and the signal unit, the ultrasonic detector receives the ultrasonic wave to generate and emit ultrasonic sound radiation force, or receives the stress strain Yang coefficient.
以及,本發明一種食道掃瞄系統之分析單元,係電連接該接收單元以及該控制單元。And, an analysis unit of an esophageal scanning system of the present invention is electrically connected to the receiving unit and the control unit.
其中,本發明一種食道掃瞄系統之該控制單元控制該訊號單元產生並放大該超音波,以及控制該切換單元發射該超音波聲輻射力,或接收該應力應變楊氏係數。Wherein, the control unit of the esophageal scanning system of the present invention controls the signal unit to generate and amplify the ultrasonic wave, and controls the switching unit to emit the ultrasonic sound radiation force or receive the stress-strain Young's modulus.
本發明一種食道掃瞄系統之該切換單元接收該應力應變楊氏係數,並傳送給該接收單元,該控制單元控制該接收單元接收並運算該應力應變楊氏係數,產生運算資料,該分析單元接收並分析該運算資料,以產生影像。The switching unit of an esophageal scanning system of the present invention receives the stress-strain Young's coefficient and transmits it to the receiving unit, and the control unit controls the receiving unit to receive and calculate the stress-strain Young's coefficient to generate calculation data, and the analysis unit The computing data is received and analyzed to generate an image.
本發明一種食道掃瞄系統之該超音波探測器深入該使用者之該食道中,並發射該超音波聲輻射力,以震動該食道之管壁,使該管壁組織產生位移(亦可謂之使得待測點產生波動),獲得該食道該組織之動態彈性圖像,藉由該超音波探測器探測該管壁之該應力應變楊氏係數,進而偵測到腫瘤。The ultrasonic probe of the esophageal scanning system of the present invention penetrates into the esophagus of the user, and emits the ultrasonic sound radiation force to vibrate the tube wall of the esophagus to cause displacement of the tube wall tissue (also called Make the point to be measured fluctuate), obtain the dynamic elastic image of the tissue of the esophagus, detect the stress-strain Young's coefficient of the tube wall by the ultrasonic detector, and then detect the tumor.
根據本發明一種食道掃瞄系統之另一實施例,該超音波探測器其進一步包括: 氣球,其中該氣球內充滿水,該超音波探測器發射該超音波聲輻射力,透過該氣球中之水做為介質,以震動該食道之該管壁,藉由該超音波探測器探測該管壁之該應力應變楊氏係數。According to another embodiment of the esophagus scanning system of the present invention, the ultrasonic probe further includes: a balloon, wherein the balloon is filled with water, and the ultrasonic probe emits the ultrasonic sound radiation force through the balloon Water is used as a medium to vibrate the tube wall of the esophagus, and the stress-strain Young's modulus of the tube wall is detected by the ultrasonic detector.
根據本發明一種食道掃瞄系統之另一實施例,其中該超音波探測器其進一步包括: 低頻產生單元,連接該訊號單元,其用以產生聲波能量;高頻產生單元,連接該訊號單元,其用以接收影像訊號;發射探針,用以發射該超音波聲輻射力或接該應力應變楊氏係數,其連接該切換單元;以及,脈衝/接收單元,連接該發射探針以及該切換單元,該切換單元控制該脈衝/接收單元切換發射探針以發射該超音波聲輻射力,或接收該應力應變楊氏係數。According to another embodiment of the esophageal scanning system of the present invention, the ultrasonic detector further includes: a low-frequency generating unit connected to the signal unit for generating sound wave energy; a high-frequency generating unit connected to the signal unit, It is used to receive image signals; the transmitting probe is used to transmit the ultrasonic sound radiation force or connect the stress-strain Young's coefficient, which is connected to the switching unit; and the pulse/receiving unit is connected to the transmitting probe and the switching unit The switching unit controls the pulse/receiving unit to switch the emitting probe to emit the ultrasonic sound radiation force, or receive the stress-strain Young's modulus.
根據本發明一種食道掃瞄系統之另一實施例,其中該低頻產生單元以及該高頻產生單元為一壓電材料。According to another embodiment of the esophagus scanning system of the present invention, the low frequency generating unit and the high frequency generating unit are a piezoelectric material.
根據本發明一種食道掃瞄系統之另一實施例,其中該分析單元以超音波聲輻力彈性成像評價該管壁該組織之彈性成像功能,使用卷積神經網路對該腫瘤之良性/惡性進行計算,建立深度學習診斷模型。According to another embodiment of an esophageal scanning system of the present invention, wherein the analysis unit evaluates the elastography function of the tube wall and tissue by ultrasonic sound radiation elastography, and uses a convolutional neural network to determine the benign/malignant tumor Perform calculations and build deep learning diagnostic models.
根據本發明一種食道掃瞄系統之另一實施例,其中以該脈衝/接收單元發射該超音波聲輻力之脈衝,以獲得該食道之定量彈性以及粘度值,藉以計算剪力波和導波。According to another embodiment of an esophageal scanning system of the present invention, the pulse/receiving unit transmits the pulse of the ultrasonic sound radiation force to obtain the quantitative elasticity and viscosity of the esophagus, so as to calculate the shear wave and guided wave .
根據本發明一種食道掃瞄系統之另一實施例,其中該超音波探測器其更包括旋轉單元,該旋轉單元連接該發射探針以及該脈衝/接收單元,其中該發射探針藉由該旋轉單元旋轉,以擷取該食道旋轉之該應力應變楊氏係數,該分析單元產生該食道旋轉之該影像。According to another embodiment of the esophageal scanning system of the present invention, the ultrasonic detector further includes a rotating unit, which is connected to the transmitting probe and the pulse/receiving unit, wherein the transmitting probe is rotated by the The unit is rotated to capture the stress-strain Young's coefficient of the esophagus rotation, and the analysis unit generates the image of the esophagus rotation.
根據本發明一種食道掃瞄系統之另一實施例,其中該超音波探測器其更包括保護棒,該保護棒連接該旋轉單元,以及該低頻產生單元,以及該高頻產生單元。According to another embodiment of the esophageal scanning system of the present invention, the ultrasonic detector further includes a protection rod connected to the rotating unit, the low frequency generating unit, and the high frequency generating unit.
根據本發明一種食道掃瞄系統之另一實施例,其中該超音波探測器其更包括蓋子,該蓋子包覆於該保護棒,以及該低壓產生器,以及該高頻產生器外。According to another embodiment of the esophageal scanning system of the present invention, the ultrasonic detector further includes a cover, and the cover covers the protective rod, the low-voltage generator, and the high-frequency generator.
基於前述,當本發明利用超音波聲輻射力的脈衝,以取代目前醫生必須對組織施加輕微壓力的缺陷,使用超音波散射器引起食道組織的位移,然後,在吸收能量之後,獲得食道組織的動態彈性圖像。Based on the foregoing, when the present invention utilizes the pulse of ultrasonic sound radiation force to replace the current defect that doctors have to apply slight pressure to the tissue, the ultrasonic diffuser is used to cause the displacement of the esophageal tissue, and then, after absorbing the energy, the tissue of the esophagus is obtained. Dynamic Elastic Image.
本發明可藉由編碼激發剪切波彈性成像,利用剪切波在各種介質中具有不同的波速,波速隨介質的柔軟度和硬度而變化,測量食道的定量彈性。The present invention can excite the shear wave elastography by encoding, utilize the shear wave to have different wave speeds in various media, and the wave speed changes with the softness and hardness of the media, and measure the quantitative elasticity of the esophagus.
以下,玆舉本發明一較佳實施例,並配合圖式做進一步之詳細說明如後:首先,請參閱圖1,圖2所示,圖1係根據本發明之食道掃瞄系統示意圖。而圖2係根據本發明之超音波探測器進行感測示意圖(類漫畫圖式)。Hereinafter, a preferred embodiment of the present invention will be cited, and further detailed description will be made in conjunction with the drawings as follows: First, please refer to Fig. 1 and Fig. 2, Fig. 1 is a schematic diagram of an esophageal scanning system according to the present invention. Fig. 2 is a schematic diagram (similar to a cartoon diagram) for sensing by an ultrasonic detector according to the present invention.
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,用於如圖2本發明之超音波探測器進行感測示意圖(類漫畫圖式),於圖2所示為以本發明進行掃描使用者U之食道E,而圖1所示係食道掃瞄系統100包括:訊號單元102,切換單元104,接收單元106,控制單元108,分析單元110,以及超音波探測器120。Figure 1 is a schematic diagram of the esophageal scanning system of the present invention, an
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的訊號單元102,用以產生並放大超音波S。FIG. 1 is a schematic diagram of the esophageal scanning system of the present invention. An
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的切換單元104係電連接訊號單元102,控制單元108,接收單元106,以及超音波探測器120。而切換單元104用以切換超音波探測器120發射超音波聲輻射力(ultrasound acoustic radiation force),或接收應力(Stress)應變(Strain)的楊氏係數(Young's modulus)。Figure 1 is a schematic diagram of the esophageal scanning system of the present invention, an
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的超音波探測器120係電連接切換單元104,以及訊號單元102。其中超音波探測器120接收該超音波S,以產生並發射超音波聲輻射力UA,或接收應力應變楊氏係數C。FIG. 1 is a schematic diagram of the esophagus scanning system of the present invention. An
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的分析單元110係電連接接收單元106,以及控制單元108。FIG. 1 is a schematic diagram of the esophagus scanning system of the present invention. An
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的控制單元108可控制訊號單元102,產生並放大超音波S,以及控制切換單元104發射超音波聲輻射力UA,或接收該應力應變楊氏係數C。Fig. 1 is a schematic diagram of the esophageal scanning system of the present invention, an
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的切換單元104接收應力應變楊氏係數C,並傳送給接收單元106,而前述的控制單元108可控制接收單元106以接收並運算應力應變楊氏係數C,產生運算資料D,而前述的分析單元110接收並分析運算資料D,以產生影像I。Fig. 1 is a schematic diagram of the esophagus scanning system of the present invention. As shown in Fig. 1, an
如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的超音波探測器120可深入圖2所示之使用者U的食道中,並發射超音波聲輻射力UA,以震動該食道E之管壁P,使管壁P之組織產生位移,獲得該食道E管壁P組織之動態彈性圖像,藉由該超音波探測器120探測管壁P之應力應變楊氏係數C,進而偵測到腫瘤T。Figure 1 is a schematic diagram of the esophagus scanning system of the present invention, an
請參閱圖3,係本發明之超音波探測器示意圖。該超音波探測器120包括氣球B,氣球B內充滿水W,其作為音波聲輻射力UA之介質。而當超音波探測器120發射超音波聲輻射力UA,則可透過氣球B中之水W做為傳導之介質,藉以震動食道E之管壁P,使該管壁組織產生位移(亦可謂之使得待測點產生波動);更藉由超音波探測器120探測管壁P之應力應變楊氏係數E。Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention. The
再請參閱圖3之本發明的超音波探測器示意圖,其中所示的超音波探測器120包括了以下的: 低頻產生單元121,高頻產生單元122,發射探針(microprobe)124,以及脈衝/接收單元(pulser/receiver)125,以及,定位在基座和把手間之臂狀物(housing)128,該臂狀物128係可提供保護前述組件的功能。Please refer to the ultrasonic probe schematic diagram of the present invention of Fig. 3 again, wherein the
請參考圖3之本發明的超音波探測器示意圖,其中所示的低頻產生單元121,以及高頻產生單元122以重疊進行設置。而低頻產生單元121係電連接訊號單元102,其用以產生聲波能量eA。Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention, in which the low-
請參酌圖3之本發明的超音波探測器示意圖,其中所示的高頻產生單元122電連接訊號單元102,其用以接收影像訊號Sv。而其中低頻產生單元121以及高頻產生單元122為壓電材料(piezoelectric material)。Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention, in which the high-
請參考圖3之本發明的超音波探測器示意圖,其中所示的發射探針124係電連接切換單元104。而發射探針124用以發射超音波聲輻射力UA或接收應力應變楊氏係數E。Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention, in which the emitting
請參酌圖3之本發明的超音波探測器示意圖,其中所示的脈衝/接收單元125係電連接發射探針124以及切換單元104。Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention, in which the pulse/receive
請參考圖3之本發明的超音波探測器示意圖,其中所示的切換單元104係控制脈衝/接收單元125,以切換發射探針124得以發射超音波聲輻射力UA,或接收應力應變楊氏係數E。Please refer to the schematic diagram of the ultrasonic detector of the present invention in Fig. 3, wherein the
綜前述,本發明的超音波探測器,其包括了:低頻產生單元121,其用以產生聲波能量,連接訊號單元102;高頻產生單元122,其用以接收影像訊號,連接訊號單元102;發射探針124,用以發射超音波聲輻射力或接應力應變楊氏係數,其連接切換單元104;脈衝/接收單元125,連接發射探針124以及切換單元104,該切換單元104控制該脈衝/接收單元125以切換該發射探針124以發射該超音波聲輻射力,或接收該應力應變楊氏係數;以及定位在基座和把手間之臂狀物128,該臂狀物係提供保護複數組件的功能。
In summary, the ultrasonic detector of the present invention includes: a low-
請參閱圖1,以及圖2(類漫畫圖式),其中分析單元110係以超音波聲輻力彈性成像技術,藉以評價食道E管壁P組織的超音波聲輻射力彈性成像功能(ultrasound acoustic radiation force elastic imaging technology),並提高食道圖像的解析度。
Please refer to Fig. 1 and Fig. 2 (comic-like diagram), wherein the
請參考圖3之本發明的超音波探測器示意圖,其中所示的脈衝/接收單元125可發射超音波聲輻力UA之脈衝,以獲得食道E之定量彈性以及粘度值(quantitative elasticity and viscosity values),藉以計算剪力波和導波。
Please refer to the schematic diagram of the ultrasonic detector of the present invention in FIG. 3 , where the pulse/receiving
請參考圖3之本發明的超音波探測器示意圖,其中所示的本發明超音波探測器120,其包括旋轉單元126。
Please refer to FIG. 3 , which is a schematic diagram of the ultrasonic detector of the present invention, wherein the
而旋轉單元126(圖3中未示)係連接請本發明圖3所示的發射探針124,以及脈衝/接收單元125,其中該發射探針124藉由旋轉單元126旋轉,以擷取食道E旋轉之應力應變楊氏係數C。
The rotating unit 126 (not shown in FIG. 3 ) is connected to the transmitting
又如圖1係本發明的食道掃瞄系統示意圖,於圖1所示之本發明的一種食道掃瞄系統100,其中圖示的分析單元110可產生食道E旋轉之影像I。
Fig. 1 is a schematic diagram of the esophagus scanning system of the present invention. Fig. 1 shows an
請參考圖3之本發明的超音波探測器示意圖,其中所示的超音波探測器120包括兩個保護棒127,保護棒127平行設置。其中保護棒127連接旋轉單元126,連接低頻產生單元121,以及連接高頻產生單元122。
Please refer to FIG. 3 which is a schematic diagram of the ultrasonic detector of the present invention, wherein the
請參考圖3之本發明的超音波探測器示意圖,其中所示的超音波探測器120包括了蓋子128。該蓋子128包覆於保護棒127,以及低頻產生器121,以及高頻產生器122外。
Please refer to FIG. 3 which is a schematic diagram of the ultrasonic detector of the present invention, wherein the
此外,本發明可具有兩種量測模式: In addition, the present invention can have two measurement modes:
如前述之第一種量測模式,係一種光聲影像內視鏡模式: As mentioned above, the first measurement mode is a photoacoustic image endoscopy mode:
於前述圖1中,係以超音波探測器120激發訊號,使得待測點產生波動,再以超音波發射探針124接收訊號,藉以計算剪力波和導波。
In the aforementioned FIG. 1 , the
而第二種量測模式,係一種超音波內視鏡模式: The second measurement mode is an ultrasonic endoscope mode:
於前述圖1中,係以雷射光(圖中未視)替代該超音波探測器120的低頻產生單元121(該低頻產生單元121係屬於該超音波探測器120),並以雷射光521激發訊號,使得待測點產生波動,再以超音波探頭124接收訊號,藉以計算剪力波和導波。
In the foregoing Fig. 1, the low-
綜前所述,本發明的一種食道掃瞄系統,係用於掃描使用者之食道,而本發明使用卷積神經網路(convolutional neural network)演算法對腫瘤T之良性/惡性進行計算,建立深度學習診斷模型,提高醫學超音波診斷的速度和準確性。且本發明開發超音波微探針柔性成像技術(ultrasound micro-probe flexible imaging technology),利用超音波聲輻射力彈性成像,評價組織彈性成像功能。又本發明使用卷積神經網路技術(convolutional neural network),對巴雷特食道腫瘤的良性/惡性影響進行計算,建立深度學習診斷模型,為食道腫瘤的預防醫學,提供完整的評價方案。 To sum up, the esophagus scanning system of the present invention is used to scan the user's esophagus, and the present invention uses a convolutional neural network (convolutional neural network) algorithm to calculate the benignity/malignancy of the tumor T and establish Deep learning diagnostic model to improve the speed and accuracy of medical ultrasound diagnosis. Furthermore, the present invention develops an ultrasonic micro-probe flexible imaging technology (ultrasound micro-probe flexible imaging technology), which utilizes ultrasonic acoustic radiation force elastography to evaluate the tissue elastography function. In addition, the present invention uses convolutional neural network technology to calculate the benign/malignant effects of Barrett's esophageal tumors, establishes a deep learning diagnostic model, and provides a complete evaluation plan for preventive medicine of esophageal tumors.
以上所述僅為本發明之較佳實施例而已,並非用以限定本發明之申請專利範圍;凡其它未脫離本發明所揭示之精神下所完成之等效改變或修飾,均應包含在下述之申請專利範圍內。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the patent scope of the present invention; all other equivalent changes or modifications that do not deviate from the spirit disclosed in the present invention should be included in the following within the scope of the patent application.
100:運食道掃瞄系統100: Esophagus Scanning System
102:訊號單元102:Signal unit
104:切換單元104:Switch unit
106:接收單元106: Receiving unit
108:控制單元108: Control unit
110:分析單元110: Analysis unit
120:超音波探測器120:Ultrasonic detector
121:低頻產生單元121: Low frequency generating unit
122:高頻產生單元122: High frequency generating unit
124:發射探針124:Launch probe
125:脈衝/接收單元125: Pulse/receiving unit
126:旋轉單元126:Rotary unit
127:保護棒127: Protection Rod
128:蓋子128: cover
B:氣球B: balloon
C:應力應變楊氏係數C: Young's modulus of stress and strain
D:運算資料D: Computing data
E:食道E: Esophagus
e A:聲波能量e A : Acoustic energy
I:影像I: Image
U:使用者U: user
UA:超音波聲輻射力UA: Ultrasonic Acoustic Radiation Force
P:管壁P: pipe wall
S:超音波S: Ultrasonic
S v:影像訊號S v : video signal
T:腫瘤T: Tumor
W:水W: water
圖1係根據本發明之食道掃瞄系統示意圖。 圖2係根據本發明之超音波探測器進行感測示意圖(類漫畫圖式)。 圖3係根據本發明之超音波探測器示意圖。 Fig. 1 is a schematic diagram of an esophagus scanning system according to the present invention. Fig. 2 is a schematic diagram (cartoon-like) for sensing by the ultrasonic detector according to the present invention. Fig. 3 is a schematic diagram of an ultrasonic detector according to the present invention.
100:食道掃瞄系統 100:Esophageal scanning system
102:訊號單元 102:Signal unit
104:切換單元 104:Switch unit
106:接收單元 106: Receiving unit
108:控制單元 108: Control unit
110:分析單元 110: Analysis unit
120:超音波探測器 120:Ultrasonic detector
C:應力應變楊氏係數 C: Young's modulus of stress and strain
D:運算資料 D: Computing data
I:影像 I: Image
UA:超音波聲輻射力 UA: Ultrasonic Acoustic Radiation Force
S:超音波 S: Ultrasonic
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TW200638912A (en) * | 2005-05-06 | 2006-11-16 | Neovictory Technology Company | Active type capsule endoscope capable of being operated three-dimensionally |
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CN106995780A (en) * | 2011-05-05 | 2017-08-01 | 安派科生物医学科技有限公司 | Tumour cell detector |
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CN112584749A (en) * | 2018-06-22 | 2021-03-30 | 株式会社Ai医疗服务 | Method for assisting diagnosis of disease based on endoscopic image of digestive organ, diagnosis assisting system, diagnosis assisting program, and computer-readable recording medium storing the diagnosis assisting program |
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TW200638912A (en) * | 2005-05-06 | 2006-11-16 | Neovictory Technology Company | Active type capsule endoscope capable of being operated three-dimensionally |
CN101658432A (en) * | 2008-08-29 | 2010-03-03 | 株式会社东芝 | Ultrasonic diagnostic apparatus, ultrasonic image processing apparatus, and ultrasonic image processing method |
CN106995780A (en) * | 2011-05-05 | 2017-08-01 | 安派科生物医学科技有限公司 | Tumour cell detector |
US20170224257A1 (en) * | 2014-08-11 | 2017-08-10 | The Board Of Trustees Of The University Of Lllinois | Epidermal Photonic Systems and Methods |
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