TWM600457U - Cancer Care Management System - Google Patents
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Abstract
本創作揭露一種癌症照護的管理系統,其是由病歷子系統、治療規劃子系統與行程安排子系統所構成,該病歷子系統用以建立與提供一病患的病歷數據,該行程安排子系統根據治療規劃子系統生成的治療方案來進行治療日程的安排。治療規劃子系統根據病患的病歷數據透過一機器學習模型建立傳統治療提案及免疫細胞治療提案,用以輔助醫生建立一單項治療方案或複合式的治療方案。因此,本創作可針對不同癌症病患的狀況,輔助醫療團隊建立治療方案並供患者挑選,免除患者可能需要在醫院間舟車勞頓,降低求診的疲勞度與提高治癒的機率。This creation discloses a cancer care management system, which is composed of a medical record subsystem, a treatment planning subsystem, and an itinerary arrangement subsystem. The medical record subsystem is used to establish and provide a patient’s medical record data. The itinerary arrangement subsystem The treatment schedule is arranged according to the treatment plan generated by the treatment planning subsystem. The treatment planning subsystem uses a machine learning model to establish traditional treatment proposals and immune cell treatment proposals based on the patient’s medical record data to assist doctors in establishing a single treatment plan or a compound treatment plan. Therefore, this creation can assist the medical team in establishing treatment plans for patients to choose according to the conditions of different cancer patients, eliminating the need for patients to travel in the hospital, reducing the fatigue of seeking consultation and increasing the probability of cure.
Description
本創作是一種裝置整合的管理系統,特別是一種關於癌症照護的管理系統。 This creation is a device-integrated management system, especially a management system for cancer care.
癌症具有多種不同的類型,主要的共同點在於所有癌症都是細胞出現人體不能阻止或破壞的異常生長,這些細胞生長通常從身體的一個部位擴散到另一個部位,並破壞正常的健康細胞。癌細胞可以在體內任何位置開始生長。根據細胞的位置,癌症有不同的名稱,並可進行不同的治療,例如肺部的癌細胞被稱為肺癌。然而,體內不同部位的癌症可能差異巨大,某些類型的癌症生長和擴散非常迅速,而另外一些則生長和擴散得非常緩慢。 There are many different types of cancer. The main thing in common is that all cancers are abnormal growth of cells that the human body cannot stop or destroy. These cell growths usually spread from one part of the body to another and destroy normal healthy cells. Cancer cells can start to grow anywhere in the body. Depending on the location of the cells, cancer has different names and can be treated differently. For example, cancer cells in the lung are called lung cancer. However, cancers in different parts of the body can be very different. Some types of cancer grow and spread very quickly, while others grow and spread very slowly.
一般來說,癌症治療會以手術切除為首選,若無法開刀,則會改用化學治療、放射線治療或標靶藥物等其它方式;免疫細胞治療是近來年受人關注的另一種治療方式,其透過體外培養「好的」免疫細胞至足夠數量後,再打回病人體內,利用細胞殺細胞的方式來達到治療癌症的目的。理論上,若使用的是病患自身的免疫細胞副作用少,且較不容易產生排斥、免疫風暴或傳染疾病等治療風險。然而,免疫細胞治療並非萬靈丹,由於癌細胞會自行演化、偽裝和轉移,使得至今尚未有一種最有效的治療方式。 Generally speaking, surgical resection is the first choice for cancer treatment. If surgery is not possible, other methods such as chemotherapy, radiation therapy or targeted drugs will be used. Immune cell therapy is another treatment method that has attracted attention in recent years. After culturing the "good" immune cells in vitro to a sufficient number, they are returned to the patient's body to achieve the goal of treating cancer by means of cell killing. Theoretically, if the patient's own immune cells are used, they have fewer side effects and are less likely to cause treatment risks such as rejection, immune storm or infectious diseases. However, immune cell therapy is not a panacea. Since cancer cells will evolve, disguise and metastasize on their own, there is not yet a most effective treatment method.
此外,捨棄刺激的侵入式治療,改以較溫和的安寧照護療養也是另一種「治療」方案,透過藥物及儀器設備減輕病人的不適,從專業的疼痛控制至各項症狀處理,讓癌症病患能維持「無痛」的安寧生命,並給予病患及家屬生活中的各項支援協助和心靈上的支持與安慰。 In addition, abandoning stimulating and invasive treatments and changing to gentler and peaceful nursing care is another "treatment" plan. The discomfort of patients is alleviated through drugs and equipment, from professional pain control to various symptom management, which can help cancer patients It can maintain a "painless" peaceful life, and provide various support and assistance in the lives of patients and their families, as well as spiritual support and comfort.
綜上所述,治療癌症是一項極為複雜且困難的長期抗戰,不可能單純仰賴單一治療手段或是單一個醫生的專業,但多方諮詢與嘗試對於患者或是照護家屬來說都是一種折磨。因此,是否有一種機制或方法輔助患者和其家屬渡過癌症療養的這段期間,免除患者可能需要在醫院間舟車勞頓,降低求診的疲勞度與提高治癒的機率。 In summary, the treatment of cancer is an extremely complex and difficult long-term battle. It is impossible to rely solely on a single treatment method or the specialty of a single doctor, but multiple consultations and attempts are a torture for the patient or caregiver family. . Therefore, is there a mechanism or method to assist patients and their family members during the period of cancer convalescence, to avoid the patient's need to travel in the hospital, reduce the fatigue of consultation and increase the chance of cure?
本創作的一目的在於提供一種癌症照護管理系統,針對不同癌症病患的狀況,輔助醫療團隊建立治療方案並供患者挑選,免除患者可能需要在醫院間舟車勞頓,降低求診的疲勞度與提高治癒的機率。 One purpose of this creation is to provide a cancer care management system that assists the medical team in establishing treatment plans for patients to choose according to the conditions of different cancer patients, eliminating the need for patients to be tired in the hospital, reducing the fatigue of seeking treatment and improving The chance of cure.
根據本創作的一實施例,癌症照護的管理系統是由病歷子系統、治療規劃子系統與行程安排子系統所構成,該病歷子系統用以建立與提供一病患的病歷數據,該行程安排子系統根據治療規劃子系統生成的治療方案來進行治療日程的安排,其特徵在於治療規劃子系統包括一評估模組、一醫生諮詢模組及一醫病互動模組。評估模組根據病患的病歷數據透過一機器學習模型(Machine Learning Model)建立一傳統治療提案及一免疫細胞治療提案。該病歷數據至少包括一個人資料、癌症類型、過往治療項目、癌症期數及擴散現象,該個人資料至少包括一年齡及一居住地址。 According to an embodiment of this creation, the cancer care management system is composed of a medical record subsystem, a treatment planning subsystem, and an itinerary arrangement subsystem. The medical record subsystem is used to establish and provide medical record data for a patient. The subsystem arranges the treatment schedule according to the treatment plan generated by the treatment planning subsystem, and is characterized in that the treatment planning subsystem includes an evaluation module, a doctor consultation module, and a medical-patient interaction module. The evaluation module establishes a traditional treatment proposal and an immune cell treatment proposal through a machine learning model based on the patient's medical record data. The medical record data includes at least one person's information, cancer type, past treatment items, number of cancer stages, and spread phenomenon, and the personal information includes at least an age and a residential address.
醫生諮詢模組根據該傳統治療提案及該免疫細胞治療提案篩選出至少一醫生候選人,並輔助醫生建立一單項治療方案或複合式的治療方案。醫病互動模組,用以建立該病患與一選定醫生的溝通,確認並儲存一最終治療方案至一治療方案資料庫。 The doctor consultation module screens out at least one doctor candidate according to the traditional treatment proposal and the immune cell treatment proposal, and assists the doctor in establishing a single treatment plan or a compound treatment plan. The medical-patient interaction module is used to establish communication between the patient and a selected doctor, confirm and store a final treatment plan in a treatment plan database.
本創作的另一目的在於提供一種癌症照護管理系統,針對不同癌症病患的治療方案進行行程安排的媒合,包括安排病患及其家屬的住宿和交通,以及可能需要的專人貼身諮詢及陪診。 Another purpose of this creation is to provide a cancer care management system that matches the itinerary of treatment plans for different cancer patients, including arranging accommodation and transportation for the patients and their families, as well as personal consultation and accompany that may be needed. Diagnosis.
根據本創作的一實施例,癌症照護的管理系統是由病歷子系統、治療規劃子系統與行程安排子系統所構成,該病歷子系統用以建立與提供一病患的病歷數據,該行程安排子系統根據治療規劃子系統生成的治療方案來進行治療日程的安排。 According to an embodiment of this creation, the cancer care management system is composed of a medical record subsystem, a treatment planning subsystem, and an itinerary arrangement subsystem. The medical record subsystem is used to establish and provide medical record data for a patient. The subsystem arranges the treatment schedule according to the treatment plan generated by the treatment planning subsystem.
行程安排子系統包括一行程安排伺服器,用以連結該病患用終端裝置及該治療方案資料庫,並根據一最終治療方案建立一治療行程表,並將該治療行程表發送至該病患用終端裝置。該行程安排伺服器透過一網際網路與一旅館業者、一人力仲介業者和一交通業者,就該治療行程表進行媒合。 The scheduling subsystem includes a scheduling server for connecting the patient’s terminal device and the treatment plan database, and creating a treatment schedule based on a final treatment plan, and sending the treatment schedule to the patient Use a terminal device. The itinerary server matches the treatment itinerary with a hotel operator, a human agency and a transportation company through an Internet.
綜上所述,本創作的癌症照護管理系統可透過預先訓練好的機器學習模組,根據病患的病歷數據資料來生成治療提案來輔助醫生做最後治療方案的建立,並藉由醫病互動模組讓醫生與病患可以進行溝通,來確認最終的治療方案。另外,本創作的管理系統亦可透過網際網路直接就最後治療方案進行治療行程的規劃與安排,從診斷到治療協助醫生與病患建立最好的醫治環境。 To sum up, the cancer care management system created by this creation can use the pre-trained machine learning module to generate treatment proposals based on the patient's medical record data to assist the doctor in the establishment of the final treatment plan, and interact with the patient The module allows doctors and patients to communicate to confirm the final treatment plan. In addition, the management system created by this creation can also directly plan and arrange the final treatment plan through the Internet, helping doctors and patients establish the best treatment environment from diagnosis to treatment.
10:病歷子系統 10: Medical record subsystem
110:醫療院所伺服器 110: Medical institution server
120:病歷資料庫 120: Medical Record Database
130:醫生看診資料庫 130: Doctor consultation database
140:醫生用終端裝置 140: Doctor's terminal device
150:電子病歷交換閘道 150: Electronic medical record exchange gateway
20:治療規劃子系統 20: Treatment planning subsystem
210:評估模組 210: Evaluation Module
220:醫生諮詢模組 220: Doctor consultation module
230:醫病互動模組 230: Medical and Disease Interactive Module
231:顯示介面 231: display interface
240:治療方案資料庫 240: Treatment plan database
30:行程安排子系統 30: Itinerary Arrangement Subsystem
310:行程安排伺服器 310: Itinerary Server
320:治療日程資料庫 320: Treatment Schedule Database
40:病患用終端裝置 40: Terminal device for patients
51:旅遊業者 51: Tourism
52:人力仲介業者 52: Human Resources Agency
53:交通業者 53: Transportation Operator
圖1為本創作癌症照護管理系統一實施例的架構示意圖。 FIG. 1 is a schematic diagram of the structure of an embodiment of the created cancer care management system.
圖2為本創作病歷子系統另一實施例的示意圖。 Figure 2 is a schematic diagram of another embodiment of the medical record creation subsystem.
圖3為本創作醫病互動模組中顯示介面一實施例的示意圖。 FIG. 3 is a schematic diagram of an embodiment of the display interface in the creative medical-patient interactive module.
茲就本申請案的技術特徵暨操作方式舉數個較佳實施態樣,並配合圖式說明謹述於後,俾提供審查參閱。再者,本創作中之圖式,為便於說明其比例未必按實際比例繪製,圖式中之比例並不用以限制本創作所欲請求保護之範圍。 Here are a few preferred implementation aspects of the technical features and operation methods of this application, and will be described in conjunction with the schematic descriptions for review and reference. Furthermore, the drawings in this creation are not necessarily drawn according to the actual scale for the convenience of explanation, and the ratios in the drawings are not used to limit the scope of protection requested by this creation.
請參考圖1及圖2所示,圖1為本創作癌症照護管理系統一實施例的架構示意圖;圖2為本創作病歷子系統另一實施例的示意圖。於一實施例,如圖1所示,癌症照護的管理系統是由病歷子系統10、治療規劃子系統20與行程安排子系統30所構成。病歷子系統10用以建立與提供一病患的病歷數據。行程安排子系統30則是根據治療規劃子系統20生成的治療方案來進行治療日程的安排。
Please refer to FIGS. 1 and 2. FIG. 1 is a schematic diagram of an embodiment of the creation of a cancer care management system; FIG. 2 is a schematic diagram of another embodiment of the creation of a medical record subsystem. In one embodiment, as shown in FIG. 1, the cancer care management system is composed of a
於本實施例,本創作的病歷子系統10是透過於各別不同醫療院所中設置有醫療院所伺服器110所串聯的子系統,各醫療院所分別具有一病歷資料庫120、一醫生看診資料庫130及至少一醫生用終端裝置140。病歷資料庫120儲存有多個病患的病歷數據,病歷數據至少包括一個人資料、癌症類型、過往治療項目、癌症期數及擴散現象,該個人資料至少包括一年齡及一居住地址。醫生看診資料庫130儲存有多個醫生資訊,該些醫生資訊包括醫生姓名、看診時間與專長領域等。
In this embodiment, the
醫療院所伺服器110連結與醫生看診資料庫130及醫生用終端裝置140。治療規劃子系統20透過連接一電子病歷交換閘道150來存取一病患的病歷數據,並根據取得的病歷數據進行初步評估,用來輔助醫生進行治療方案的建立。
The
值得注意的是,圖1雖僅繪製一個醫療院所伺服器110及一個病歷資料庫120,實際應用上,電子病歷交換閘道150可連接多個醫療院所的醫療院所伺服器110以及病歷資料庫120。醫生用終端140可透過醫療院所伺服器110從電子病歷交換閘道150取得病患於其他醫療院所的病歷資料。於一實施例,醫生用終端裝置140可為一手機、一平板或一電腦。
It is worth noting that although Figure 1 only draws one
請參考圖2所示,於另一實施例,本創作的病歷子系統的病歷數據是由區塊鏈網絡100(Blockchain Network)所組成,其與圖1所示的實施例差異在於可省略電子病歷交換閘道的建立。各醫療院所伺服器110及其病歷資料庫120相互連結,所有的病歷數據以區塊鏈加密後加鍊儲存。病患用終端裝置40可透過執行預先部署於區塊鏈的智能合約存取自己的病歷,以提供給治療規劃子系統20作後續的處理。相同地,於一實施例,病患用終端裝置40可為一手機、一平板或一電腦。
Please refer to FIG. 2, in another embodiment, the medical record data of the medical record subsystem of this creation is composed of the Blockchain Network 100 (Blockchain Network), which differs from the embodiment shown in FIG. 1 in that the electronic The establishment of a medical record exchange gateway. Each
請參考圖1所示,治療規劃子系統20包括一評估模組210、一醫生諮詢模組220及一醫病互動模組230。評估模組210根據病患的病歷數據透過一機器學習模型建立一傳統治療提案及一免疫細胞治療提案。
Please refer to FIG. 1, the
於一實施例,評估模組210可為一類神經網路處理裝置,其具有一個已訓練完成的機器學習模型,是預先透過上千筆罹癌病患的病歷數據進行訓練來建立一機器學習模型;訓練完成後的機器學習模型以病患的病歷數據作為 輸入,預測輸出一傳統治療提案及一免疫細胞治療提案,提案會列出病患所需治療的項目,以及該治療項目的權重。於一實施例,機器學習模型為一類神經網路(Neural Network)。 In one embodiment, the evaluation module 210 may be a type of neural network processing device, which has a trained machine learning model, which is trained in advance through thousands of medical records of cancer patients to build a machine learning model ; After training, the machine learning model uses the patient’s medical record data as Input and predict the output of a traditional treatment proposal and an immune cell treatment proposal. The proposal will list the items to be treated by the patient and the weight of the treatment items. In one embodiment, the machine learning model is a type of Neural Network.
提案生成之後,醫生諮詢模組220根據該傳統治療提案及該免疫細胞治療提案的內容向醫療院所伺服器110搜尋並篩選出至少一個適合的醫生,並藉由醫療院所伺服器110將提案發送至醫生用的終端裝置140上。
After the proposal is generated, the doctor consultation module 220 searches the
醫生透過醫生用終端裝置140取得該傳統治療提案及該免疫細胞治療提案,其二提案可以用來輔助該醫生針對病患的病情建立單項治療方案或複合式的治療方案。最後,由醫病互動模組230建立該病患與醫生的溝通,並儲存由雙方確認的一最終治療方案至一治療方案資料庫240。
The doctor obtains the traditional treatment proposal and the immune cell treatment proposal through the
醫病互動模組230建立一於該醫生用終端裝置140與該病患用終端裝置40間的視像會議,醫病互動模組230提供一顯示介面231紀錄該最終治療方案。如圖3所示,顯示介面231會顯示治療方案選項或修改記錄並錄影錄音,將最終治療方案儲存於治療方案資料庫240之中。
The medical-patient interaction module 230 establishes a video conference between the doctor-
行程安排子系統30包括一行程安排伺服器310及一治療日程資料庫320。行程安排伺服器310連結該病患用終端裝置40及該治療方案資料庫240,並根據該最終治療方案建立一治療行程表,並將該治療行程表發送至該病患用終端裝置40。治療日程資料庫320連結該病患用終端裝置40與該行程安排伺服器310,用以儲存該治療行程表。
The
行程安排伺服器310另透過網際網路與一旅館業者51、一人力仲介業者52和一交通業者53,就該治療行程表進行媒合。旅館業者51的媒合是用協
助解決病患或陪診家屬住宿的問題;交通業者53的媒合則是車輛租賃或司機聘用,人力仲介業者52則是用於提供病患或其家屬尋找看護或是專業陪診人員。
The
因此,病患全程只需要透過病患用終端裝置40進行問診諮詢與治療行程的安排,後續治療日程相關食衣住行的需求也可以透過行程安排伺服器310進行媒合,大幅降低病患及家屬看診治療的辛苦。
Therefore, the patient only needs to use the patient
值得注意的是,本創作的系統透過子系統建構,將病歷數據與治療行程表分離生成與儲存,可避免病歷數據的外洩,而侵害了病患的個資權益,不需擔心連接至公開網際網路的伺服器因駭客攻擊而導致個人資料外洩的問題。 It is worth noting that the system of this creation is constructed through a subsystem, which separates the medical record data and the treatment schedule to generate and store, which can avoid the leakage of the medical record data and infringe the patient’s personal rights and interests. There is no need to worry about connecting to the public. The problem of personal data leakage caused by hacker attacks on Internet servers.
雖然本創作已以較佳實施例揭露如上,然其並非用以限定本創作,任何所屬技術領域中具有通常知識者,在不脫離本創作之精神和範圍內,當可作些許之更動與潤飾,因此本創作之保護範圍當視後附之申請專利範圍所界定者為準。 Although this creation has been disclosed in a preferred embodiment as above, it is not intended to limit this creation. Anyone with ordinary knowledge in the relevant technical field can make some changes and modifications without departing from the spirit and scope of this creation. Therefore, the scope of protection of this creation shall be subject to the scope of the attached patent application.
10:病歷子系統 10: Medical record subsystem
110:醫療院所伺服器 110: Medical institution server
120:病歷資料庫 120: Medical Record Database
130:醫生看診資料庫 130: Doctor consultation database
140:醫生用終端裝置 140: Doctor's terminal device
150:電子病歷交換閘道 150: Electronic medical record exchange gateway
20:治療規劃子系統 20: Treatment planning subsystem
210:評估模組 210: Evaluation Module
220:醫生諮詢模組 220: Doctor consultation module
230:醫病互動模組 230: Medical and Disease Interactive Module
240:治療方案資料庫 240: Treatment plan database
30:行程安排子系統 30: Itinerary Arrangement Subsystem
310:行程安排伺服器 310: Itinerary Server
320:治療日程資料庫 320: Treatment Schedule Database
40:病患用終端裝置 40: Terminal device for patients
51:旅遊業者 51: Tourism
52:人力仲介業者 52: Human Resources Agency
53:交通業者 53: Transportation Operator
Claims (8)
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
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TWI804448B (en) * | 2022-11-04 | 2023-06-01 | 國立陽明交通大學 | Critical illness assessment model update method and its blockchain system, critical illness assessment method and its computing node |
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TWI804448B (en) * | 2022-11-04 | 2023-06-01 | 國立陽明交通大學 | Critical illness assessment model update method and its blockchain system, critical illness assessment method and its computing node |
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