Apps iMed Web Manual Mai Amfani

iMed User Manual

Gabatarwa

1.1. Manufar
Manufar hakan web aikace-aikacen shine ɗaukar ɗanyen bayanai da ba da damar sarrafa su ta hanyar da ke ba da sakamako mai amfani wajen yanke shawara. Wannan na iya zama don horar da samfuri tare da cikakkun bayanai ko tsinkayar sakamakon ta amfani da samfuri da bincike.
1.2. Menu na kewayawa
Menu na kewayawa a saman shafin yana riƙe da duk hanyoyin haɗi don zuwa inda kuke buƙatar zama. Idan kun taɓa ɓacewa, koyaushe kuna iya danna kibiya ta baya don zuwa shafin da kuka saba, komawa gida, ko nemo shafin da kuke nema a cikin menu na kewayawa.
1.3. Asusu
Idan baku da asusu, dole ne ku yi rajista don amfani da aikace-aikacen. Don yin haka, danna maɓallin asusu a saman dama kuma danna rajista. Sannan shigar da sunan mai amfani, kalmar sirri, da imel don ci gaba.

Idan kana da asusu, shiga da sunan mai amfani da kalmar wucewa.

Shafin Gida

Ta danna abubuwan da ke gefen hagu na shafin, bayanin kowanne zai bayyana a tsakiyar shafin don taimaka maka fahimtar abin da kowannensu yake yi.

iMedBot

Aikace-aikacen iMedBot yana gabatar da keɓancewa wanda ke haɓaka sauƙin hulɗar mai amfani tare da wakilai, yana ba da damar tsinkayar keɓaɓɓu da horon ƙira. Yana aiki a matsayin mataki na farko don canza sakamakon binciken zurfin ilmantarwa zuwa kayan aiki na kan layi, wanda ke da damar haifar da ƙarin ayyukan bincike a cikin wannan yanki. Ana iya samun littafin jagorar mai amfani da shi anan.

Binciken Bayanai

4.1. Maido Rarraba
Wannan sashe yana bawa mai amfani damar gyara saitin bayanan su. Kuna iya zaɓar ko dai loda sabon saitin bayanai ko amfani da wanda yake a cikin menu mai saukewa.

Da zarar an ɗora bayanan bayanan, za ku iya zaɓar wane mataki kuke son ɗauka ta danna ɗaya daga cikin zaɓuɓɓukan menu na gefen hagu.
4.1.1. A dawo da Rarraba Akan Tace
Wannan sashe yana ba da damar samun ƙaramin juzu'in saitin bayanan asali dangane da abubuwan tacewa. Zaɓi ƙimar da kuke so a cikin rukunin ƙasa sannan zaɓi ginshiƙan da kuke so a nuna a cikin bayanan ƙarshe.

4.1.2. Dawo da Sakamako Na Jere
Wannan yana dawo da saitin bayanai a cikin tsari da aka jera. Zaɓi ginshiƙin manufa, tsari na rarrabuwa, adadin layuka don dawowa, da waɗanne ginshiƙan don nunawa a fitowar ƙarshe.

4.1.3. Fadada Dataset
Wannan yana bawa mai amfani damar faɗaɗa ginshiƙi guda ɗaya da aka adana azaman ƙamus cikin ainihin tebur wanda mai amfani zai iya sarrafa shi. Yana ɗaukar tsarin bayanan gida kuma yana motsa abin da mai amfani ke buƙata zuwa saman-mafi yawan Layer. Da farko, loda saitin bayanai wanda ya haɗa da ginshiƙi tare da saitin bayanai. Idan ginshiƙin da ke buƙatar faɗaɗa an gano shi ta atomatik, zaɓi ko wane ginshiƙi don faɗaɗa da kuma ginshiƙan da za a ciro daga bayanan gida. Danna sallama kuma zaka iya view bayaninka azaman ginshiƙan tebur maimakon bayanan gida.
4.2. Haɗe Files
Ta zaɓi da loda mahara bayanai ta hanyar danna ctrl (umurni don mac), wannan zai haɗa su zuwa babban ma'aunin bayanai fiye da amfani da su don wani abu dabam.

Kawai zaɓi duk saitin bayanai kuma cika bayanan da ake buƙata. Wannan zai adana sabon saitin bayanai zuwa aikace-aikacen iMed sannan akwai don saukewa.
4.3. Ayyukan makirci
Wannan sashe yana bawa mai amfani damar tsara saitin bayanan su. Zaɓi ɗaya daga cikin zaɓuɓɓukan akan menu na gefen hagu sannan ku cika filayen da ake buƙata don samun filin ku. A ƙasa akwai nau'ikan makircin da zaku iya yi daga bayananku:

4.4. Binciken Kididdiga
Wannan sashe yana ba mu damar gudanar da gwaje-gwajen ƙididdiga akan saitin bayanan mu. Zaɓi gwaji don gudana daga menu na gefen hagu kuma cika filayen don gudanar da gwaje-gwajen. A ƙasa akwai nau'ikan gwaje-gwajen da ake samu:

ODPAC

5.1. Koyi
Wannan shafin ya ƙunshi taƙaitaccen bayanin kowane nau'in albarkatun da ake samu akan wannan shafin. Danna maɓallin da ke saman kowane sashe zai haɗa zuwa wani shafi wanda zai ba mai amfani damar amfani ko ƙarin koyo game da batun.
5.1.1. Epistasis
Wannan shafin yana ba mu damar amfani da MBS, algorithm bincike don koyo daga bayanai. Musamman, yana ba mu damar yin nazarin epistasis, hulɗar tsakanin kwayoyin halitta biyu ko fiye waɗanda ke shafar phenotype. Wannan yana da amfani ga profile cututtuka a bangaren kwayoyin halitta. Hanyoyi na al'ada ba su dace ba don ɗaukar manyan bayanai masu girma da aka samo a cikin nazarin ƙungiyoyin genome-wide (GWAS). Algorithm ɗin Binciken Ƙaƙwalwar Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙadda ) ya yi yana ba da damar gano kwayoyin halitta a cikin sauri da sauri. Loda bayanan da kuke son amfani da su sannan ku shigar da filayen da ake bukata. Don ƙarin bayani mai zurfi, nemo cikakkiyar takarda a nan.

5.1.2. Abubuwan Haɗari
Wannan shafin yana ba mu damar amfani da kunshin IGain don koyon hulɗa tsakanin bayanai. Yana koyo musamman mu'amala daga manyan bayanai ta amfani da bincike mai zurfi. Wannan hanyar tana ginawa akan hanyar Exhaustive_IGain da aka ƙirƙira a baya don koyan hulɗa daga ƙananan bayanai. Loda bayanan sannan shigar da filayen da ake bukata. Ana iya samun ƙarin bayani game da iyakokin IS da iGain anan.

5.1.3. Samfuran Hasashen
Wannan sashe yana ba da damar yin amfani da samfuran tsinkaya da aka riga aka gina a saman samfuran koyon injin don haɓaka amfani da shi. Wannan yana ba da damar amfani da su ba tare da yin amfani da ƙididdigewa ba da ƙwarewar da ta gabata don hasashen ƙira ta amfani da nasu bayanan. Akwai nau'ikan tsinkaya da yawa ga mai amfani da suka haɗa da Logistic, Regression, Support Vector Machines (SVMs), Bishiyar yanke shawara, da ƙari da yawa. Ana samun cikakken jerin hanyoyin hasashen a gefen dama na shafin anan.
5.2. Hasashe
Wannan sashe yana ba da damar tsinkaya daga samfurin raba wanda aka ɗora a baya. Da farko loda samfurin da aka raba idan ba a yi haka ba tukuna. Sannan zaɓi samfurin don amfani da shi don tsinkaya ta danna sunan ƙirar. Sannan loda bayanan don samfurin tsinkaya don amfani. Ana iya yin wannan ko dai da hannu ta amfani da fom a kasan shafin ko ta amfani da samfuri da ke akwai don saukewa. Idan kuna amfani da samfuri, loda saitin bayanai file kuma danna ƙaddamarwa don karɓar hasashen samfurin.
5.3. Taimakon yanke shawara
Taimakon yanke shawara yana ba da rarrabuwa kuma yana iya jagorantar zaɓin magani daga bayanan da aka kawo zuwa tsarin. An horar da shi daga bayanai don ba da shawarar mafi kyawun tsarin jiyya bisa fasalin majiyyaci. Ana iya samun ƙarin bayani game da Tsarin Taimakon Shawarar Clinical (CDSS) anan.
Shawarwarin Tsarin yana ɗaukar fasalin majiyyaci kuma yana ba da shawarar tsarin jiyya kuma yana tsinkayar yuwuwar metastasis na shekaru 5 na gaba. Tsangwama mai amfani yana ɗaukar nau'ikan nau'ikan majiyyaci da tsarin jiyya don tsinkayar yuwuwar yiwuwar metastasis na shekaru 5 na gaba dangane da jiyya na yanzu maimakon mafi kyawun magani.

MBIL

Markus Blanket da Interactive Risk Factor Learner (MBIL) wani algorithm ne wanda ke koyon haɗarin guda ɗaya da haɗin kai waɗanda ke da tasiri kai tsaye akan sakamakon majiyyaci. Danna "je zuwa MBIL" don turawa zuwa Python Package Index (PyPI) don kunshin MBIL dake nan. Ana iya samun ƙarin bayani game da MBIL a BMC Bioinformatics.

Bayanan bayanai

Wannan sashe yana ba mai amfani damar gani da loda sabbin bayanan bayanai zuwa ga web aikace-aikace.
7.1. Duba Duk Saitunan Bayanai Akwai
Don ganin duk bayanan da ke akwai, kawai danna "Nuna Rasu Bayanan Bayanai."

7.2. Loda Saitin Bayanai
Don loda saitin bayanai, danna "Share Datasets" sannan ku cika bayanan da ake buƙata kamar yadda aka bayyana akan webshafi. Da farko, loda saitin bayanai kuma cika filayen da ake buƙata.

Sannan, cika filayen da ke ƙasa ko loda rubutu file tare da cika bayanan. An exampyadda za a tsara bayanin don aikace-aikacen zai iya fahimta an ba da shi a ƙasa.

Samfura

Wannan sashe yana ba mai amfani damar ganin samfura da ke samuwa gare su kuma ya raba samfurin.
8.1. Duba Duk Samfuran Akwai
Don ganin duk samfuran da ake da su, danna "Nuna Samfuran Da Suke".

8.2. Raba Samfura
Don raba samfurin, danna kan "Share Your Model" sa'an nan loda samfurin file horarwa ta hanyar tensor flow ko PyTorch.

8.2.1. Saitin Bayanai masu alaƙa
Sannan ya kamata ku loda saitin bayanan da ke da alaƙa wanda ya haɗa da rubutun kai. Ya kamata ajin/tambarin ma'aunin bayanai ya kasance a cikin shafi na ƙarshe.

8.2.2. Masu tsinkaya da bayanan aji
Idan tsarin bayanan ya ƙunshi duk fasalulluka, ana iya tsallake sigar fasalin bayan loda saitin bayanai. Koyaya, idan ba a haɗa su duka ba, dole ne a ba da wannan bayanin a cikin bayanin file ko a cikin sigar fasalin. Zaɓi zaɓi daga madaidaicin ƙasa yana nuna yadda kuke niyyar samar da masu tsinkaya da bayanin aji.

Idan amfani da zaɓin bayanin, zaku iya ko dai cika filayen ko loda rubutu file tare da cika bayanan. An example na yadda za a tsara bayanin da aka bayar a kasa.