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15.1
30.1
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20.299999
Patient has fever, headache, back pain, leg pain all over the body, I recommend to give Dolo 650 tablet thrice a day for 6 days, and I also want to give Pantop DSR for 7 days. Ask patient to come after 12 days and give thyroxine 25 mcg for 15 days.
en
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null
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20.9
Hello. The patient has fever, headache, body ache all over the body, and there's also so much happening. I recommend him to do antigen test. I'm suspecting dengue, and the patient should take dolo 650, the patient should take Pantop DSR 40.
en
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15.9
And, I want to also give Pantop DSR 40. And then, give some Eno for 5 days and ask the patient to come and see me after 10 days.
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18.1
For the medicine, take thyroxine. Also take Dolo 650. Avoid eating outside food, take proper bed rest and, go for morning walks regularly. Next follow-up is scheduled within a week.
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17.299999
and then there was also this problem of headaches, and we did eye checkups and there is no problem. So, and there is a problem of wheezing and sneezing, so we're giving him sinus antibiotics, uh, and also cetrizine
en
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null
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16.5
In the morning and evening with warm water. Another suggestion is to get yourself tested for complete blood count. Oh yeah, I forgot, continue your thyroxine, Thyronorm tablet.
en
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20.200001
Let's prescribe you, Azithromycin also, Allegra 120 mg. Azithromycin you take once in a day.
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25.1
Give patient Dolo 650 tablet 3 times a day. Give Pantop DSR. Give Pantoprazole, give glimepiride, give metformin. Give thyroxine, also gelusil tablet, eno sachet, also recommend volini, and then.
en
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24.5
Patient has reported fever, back pain, leg pain, headache. All sorts of pains. I am diagnosing him with dengue. He should get complete health checkup and dengue anti G, antibody gen and antigen test done. Also, I recommend him to take dolo tablet for
en
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Suffering from allergy, depression, fever, headache. Take Dolo 650, Allegra. He is also suffering from cancer, has COVID for a couple of days. Take vomistop, take eno, take. Avoid eating outside food, avoid eating oily food. Sleep for at least 6 to 8 hours.
en
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28.319
Suffering from allergy, depression, fever, headache. Take Dolo 650, Allegra. He is also suffering from cancer, has COVID for a couple of days. Take vomistop, take Eno, take. Avoid eating outside food, avoid eating oily food. Sleep for at least 6 to 8 hours.
en
en
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25.1
Dolo 650 tablet thrice a day after meals for 5 days. Panto DSR 40 for 6 days, once a day before breakfast, and give gelusil tablet, give Eno sachet, and also take Calpol, take glimepiride.
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21.280001
cold blocked nose and Cough. The possible diagnosis is it could be influenza since 3 days or it could be dengue or malaria. Lab investigation of dengue and malaria suggested for the patient.
en
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1FCFF596-3A80-45CF-9CF9-9BB9106B5D29
null
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16.98
Hey, hello. Patient's name is Arya and he is 30 years old. Patient should take Dolo 650 three times a day for the next three days and he should take Crocin for the next one week, SOS.
en
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A5FA6691-F2E3-448D-A901-50B4ACDA6E0A
null
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16.4
Post lunch, Take, do warm water gargles, morning and evening, Also, azithromycin, it's an antibiotic. It'll help, If there are any bacterial infections.
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0B6AD503-CC07-40F8-98BA-C87F764EE0E7
null
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19.32
Follow-up appointment should be taken three days later. Medicines to be taken are Dolo 500, three times a day for five days. Pantz three times a day before for three days,Telma 40, three times a day for five days.
en
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null
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21
Patient name is Mr. Rajesh Kumar. His age is 45 years. gender male, prescription is dated 7 September 2024. So, diagnosis is hypothyroidism and hypertension. Prescriptions are thyroxine sodium, thyronorm 50 mcg.
en
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null
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15.6
OK. And Tablet ultracet SOS only if you're feeling very severe headache. Samajh gaya . You can take tablet Pantop. OK. In the morning, before food.
en
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5482F557-6E87-40B1-BA39-B0C93872533B
null
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21.9
Hifenac P tablet once a day after lunch for 7 days, and the patient should come to me after 1 week to show again. And there is no diagnosis as such, but I'm suspecting that there might be a dengue since it's a dengue season.
en
en
58282CE1-1C9B-44E9-927A-55DE348DF6B6
null
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25.1
okay. Patient has reported fever. He has reported stomach pain since 3 days, and patient has a family history of hypertension wherein his mother has hypertension and also his father is suffering from diabetes mellitus type 2. I advise patient to take Dolo 650 tablet 3 times a day for fever. I want to him to take.
en
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58282CE1-1C9B-44E9-927A-55DE348DF6B6
null
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17.1
So, yeah, doctor, I have a problem in my chest. I'm not able to breathe properly and I have a very high fever also from the last two days. Do you have any cough? yeah, little bit of cough I have.
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null
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22.6
So I recommend him to take Dolo whenever he has a fever, only when he gets fever. Also Allegra 120 mg, once every day after food, preferably in the night. Also because he's complaining of sore throat, so he should do gargle.
en
en
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null
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25
Patient mother has diabetes mellitus type 2. Patient should do complete body health checkup. Also, since it's a malaria season, patient should do malaria antigen test and dengue antigen test to see if that is causing the fever. Meanwhile, patient can take Dolo 650 tablet 3 times a day after meals for 6 days. Patient should continue Pantop DSR 40 mg tablet before breakfast for 20 days. Patient should continue temisartan.
en
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EDEE2AED-802D-40F7-B14F-227ED684BBE0
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25
Patient is a follow-up case of body pain. He has fever since 3 days. Patient is feeling fatigued, nausea, and has acidity. Patient vitals are normal, more or less. Pulse is 76 BPM, temperature is 100 degree celsius. SPO2 is 98 degree percentage, and the patient has a history of hypertension since 6 years, and he has thyroid since 2 years.
en
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EDEE2AED-802D-40F7-B14F-227ED684BBE0
null
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19.4
So, Azithromycin should be good once every day. For his eyes, because they were dilating a lot, why don't you have pataday, Pataday eye drops three times a day.
en
en
3043A866-B3C0-4C5D-8531-922ED33AE5EC
null
misc_medical
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24.5
Amlodopine, amlodipine, Amlowas 5 mg, 1 tablet once daily in the morning. Continue as prescribed. Monitor blood pressure regularly, avoid excessive salt intake. Advise: follow balance diet, rich in fibre and low in sodium. Engage in moderate physical activities such as walking for at least 30 minutes daily.
en
en
10263EBA-7A75-418E-9E12-D916A988B097
null
misc_medical
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25
like it's spreading. Oh, okay. That doesn't sound good. Okay, let me let me look at it. And cough jo aapne bola, yeh like aapko kab se hai? Like cough kab se ho raha hai? Yeh I think almost , paanch din almost ho gaye hain. Paanch din se ho raha hai? Yeah yeah. And is it something like do you have this cough when you are lying down or anytime? When, when I , when I get in a sitting position while lying down like, when I just stand up. Okay, that time it
en
en
0D0672EA-21FE-48BE-A8ED-C8BAEAA0D626
null
misc_medical
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20.42
So, I can hear mild wheezing. I think uh there is some wheezing present. Okay. let me, let me recommend , like , chest CT scan. aap ek baar woh karwa ke aaiye and uske baad dekhte hain ke kya, you know how do we take it forward.
en
en
0D0672EA-21FE-48BE-A8ED-C8BAEAA0D626
null
misc_medical
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[["wheezing", "clinical_findings", [[20, 28], [55, 63]]], ["wheezing", "clinical_findings", [[20, 28], [55, 63]]], ["chest CT scan", "diagnostics", [[113, 126]]]]
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21.6
pollution ki vajah se koi bhi issues hua nahi hai. okay, ek kaam karte hain like every city is different, let's not take chances. let's do one pollen anti allergy test . let's let's do it and then be confident about it . sure. also i think i would like to do a physical examination to see if there is wheezing and all. so, okay, let's say as a doctor if i'm performing some tests
en
en
0D0672EA-21FE-48BE-A8ED-C8BAEAA0D626
null
misc_medical
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24.704
turn it on. It doesn't matter like it doesn't have to be robotic. We don't have to ask doctors that hey they have to be like, be very robotic about it. But the accuracy is of course higher when they are sort of, when the environment is relatively quieter, when things the conversation is more structured, right? And hopefully like when doctors are using it, they will also know and then sort of get tuned to, ke woh kaise bolte hain toh accuracy achhi aaye.
en
en
03c23f5c-b0f0-4312-857f-cc8a28fba128
null
misc_medical
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25
Patient has stomach pain, headache, leg pain, wherein leg pain is, flowing through his back of the thigh. Patient has had history of spondylolisthesis . Currently it's recuperated. Patient also has an ACL of the left knee. I recommend patient taking tendolife tablet for.
en
en
4935D2B9-27CD-42D8-8D30-3DFA63FAE1AE
null
misc_medical
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[["stomach pain", "clinical_findings", [[12, 24]]], ["headache", "clinical_findings", [[26, 34]]], ["leg pain", "clinical_findings", [[36, 44], [54, 62]]], ["back of the thigh", "clinical_findings", [[87, 104]]], ["spondylolisthesis", "clinical_findings", [[133, 150]]], ["ACL", "clinical_findings", [[201, 204]]], ["left knee", "clinical_findings", [[212, 221]]], ["tendolife", "drugs", [[250, 259]]]]
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25.024
Yeah so, so this is a chrome extension where we are sort of demoing, and then we'll also at the end of it we'll show like how this can be sort of leveraged to fill literally the prescription elements. One thing is like, like it doesn't have to be a robotic or a you know only medical conversations, because in reality there are so many things going on here and there there are so many interruptions from staff and like we will
en
en
b4b9d190-020b-471d-95dc-b7f831b4db26
null
misc_medical
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25.1
In the meanwhile, patients can take Dolo 650 three times a day, after meals for 6 days, and patients should take Pantop DSR 40 mg tablet for, 6 days before breakfast once a day. And, I advise patients to not have oily food, take enough rest, and, in case of, any emergency.
en
en
49AF6300-8DAC-4FDC-98EA-07CBA927FBC0
null
misc_medical
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25
Chest examination shows raz in the bases, which is a little unusual, and diffuse rhonchi on both lung fields. My asse. We asked for a lung function test, which shows so and so, so and so, and so and so. We also asked for a pheno which is showing an elevated value. Overall diagnosis is uncontrolled asthma. At this point, he will be treated.
en
en
9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
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25
Taken for a period of 4 weeks after which he's supposed to visit us, in case he becomes delayed, the treatment is to be continued. Other medications include B, C, and D. Non-medical aspects which is important is nutritional precautions which have been conveyed, lifestyle precautions which have been conveyed and given to him as an addendum. And at the same time, if this.
en
en
9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
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19.839937
Continues we have to get into other aspects such as, what are the precipitating factors including psychological or exercise regimens which may improve his overall condition. Preventive aspects include vaccination and the flu shot has been recommended to him, and he has been asked to follow up in 4 weeks, end of consultation.
en
en
9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
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19.82
B and C, odd and further details are not known. On examination, he is otherwise stable. The ENT examination shows a congested nose with the DNS to the right, and oral examination shows slightly crowded airway but with a normal oropharynx.
en
en
9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
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[["ENT examination", "diagnostics", [[92, 107]]], ["congested nose", "clinical_findings", [[116, 130]]], ["DNS", "clinical_findings", [[140, 143]]], ["crowded airway", "clinical_findings", [[194, 208]]], ["normal oropharynx", "clinical_findings", [[220, 237]]]]
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19.860001
He also has night symptoms which is disturbing his sleep, and he has no other issues with chronic diseases such as tuberculosis. He's young and not a hypertensive or a diabetic and he has no specific allergies. Medications include, taken so far include a
en
en
9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
conversation
[["night symptoms", "clinical_findings", [[12, 26]]], ["disturbing his sleep", "clinical_findings", [[36, 56]]], ["chronic diseases", "clinical_findings", [[90, 106]]], ["tuberculosis", "clinical_findings", [[115, 127]]], ["hypertensive", "clinical_findings", [[150, 162]]], ["diabetic", "clinical_findings", [[168, 176]]], ["allergies", "clinical_findings", [[200, 209]]]]
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18.799999
I advise patient to do CT MRI. Also, patient seems to be pale, so I advise him to take, complete body health checkup. I also want to analyse iron levels, so patients should do complete iron profile test.
en
en
49AF6300-8DAC-4FDC-98EA-07CBA927FBC0
null
misc_medical
conversation
[["CT MRI", "diagnostics", [[23, 29]]], ["pale", "clinical_findings", [[57, 61]]], ["complete body health checkup", "diagnostics", [[88, 116]]], ["iron levels", "diagnostics", [[141, 152]]], ["complete iron profile test", "diagnostics", [[176, 202]]]]
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25.1
Patient reported stomach pain since 3 days. He also reported severe headache, which is happening since a month. Patient in the past have had, episodes of headaches, wherein, there was a throbbing pain. I'm suspecting migraine, but, to make any decision.
en
en
49AF6300-8DAC-4FDC-98EA-07CBA927FBC0
null
misc_medical
conversation
[["stomach pain", "clinical_findings", [[17, 29]]], ["headache", "clinical_findings", [[68, 76], [154, 162]]], ["throbbing pain", "clinical_findings", [[186, 200]]], ["migraine", "clinical_findings", [[217, 225]]]]
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19.799999
And mild body ache since one day. Uh, please write medications, Crocin 500 mg twice a day after food for 2 days, then SOS for fever. Benadryl syrup 5 ml twice a day.
en
en
852CF6A1-F378-4AFA-A605-FE08A0CE1F4B
null
misc_medical
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21.200001
After food for 5 days. Steam inhalation 3 to 4 times a day for 5 days. Neurobion Fort once a day in the afternoon after food for 5 days. Salt water lukewarm gargle thrice a day for 5 days.
en
en
852CF6A1-F378-4AFA-A605-FE08A0CE1F4B
null
misc_medical
conversation
[["After food", "advices", [[0, 10]]], ["Steam inhalation", "advices", [[23, 39]]], ["3 to 4 times a day", "advices", [[40, 58]]], ["Neurobion Fort", "drugs", [[71, 85]]], ["once a day", "advices", [[86, 96]]], ["afternoon after food", "advices", [[104, 124]]], ["Salt water lukewarm gargle", "advices", [[137, 163]]], ["thrice a day", "advices", [[164, 176]]]]
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16.9
Write fever since 5 days,intermittent, without any diurnal variation, without chills, without rigors. Cough productive since 3 days.
en
en
852CF6A1-F378-4AFA-A605-FE08A0CE1F4B
null
misc_medical
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20.4
On a GINA 3 protocol, the treatment will include education and counselling, which is also being done with using, aids given to him, and additionally we will start inhalers on him. The inhalers include Foracort , 200 two puffs twice a day synchro breathe.
en
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9C659078-0015-4BBF-8E95-CFFB09042A59
null
misc_medical
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Veloz 20 Tablet
en
en
5b029aa49c7a2d0b438ceec8e6257539
neha.ramesh@ekasupport.com
drugs
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[["Veloz 20 Tablet", "drugs", [[0, 15]]]]
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lansoprazole
en
en
b804b90626726ae05504f68c61851d2b
neha.ramesh@ekasupport.com
drugs
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transient loc last night after he woke up and passed urine found himself on the floor facial injuries seen at knh tt given
en
en
f3ae661b21b4e25554c2a6700aced91c
gautam.verma@eka.care
clinical_findings
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Equivert 24mg Tablet is used to prevent and treat a disorder of the inner ear known as Mnires disease. The symptoms include dizziness vertigo, ringing in the ears tinnitus and loss of hearing, probably caused by fluid in the ear.
en
en
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drugs
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Cefurica 250mg Tablet is an antibiotic medicine used to treat bacterial infections in your body. It is effective in infections of the lungs e.g. pneumonia, ear, throat, nasal sinus, urinary tract, skin, soft tissues, bones, and joints.
en
en
7085272e-9675-4543-80bf-ef30ad23fa52
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drugs
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Sulpra 100mg Tablet is a prescription medicine used in the treatment of schizophrenia, a mental disorder that can result in hallucinations or delusions and also adversely affects a persons ability to think and behave.
en
en
a18dda86-2cdd-4f0a-9b6e-98362433ffa3
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drugs
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After thorough examination of the patient, the dentist diagnosed it as chronic periodontitis and pulpitis of the left upper second incisor. The dentist advised her oral hygiene and extraction at a later date.
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Repadone 1mg Tablet is a prescription medicine used in the treatment of schizophrenia a mental disorder that can result in hallucinations or delusions and also adversely affects a persons ability to think and behave and mania.
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drugs
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The patient had already been admitted to a secondary care hospital 3 months earlier with complaints of right mandibular discomfort and slight tumefaction. A biopsy was then performed and the diagnosis of ameloblastic carcinoma was made histologically.
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Nuclear positron emission tomography-computed tomography showing multiple foci involving lymph nodes at the paratracheal, left supraclavicular, para-aortic, and right inguinal regions. There was also hypermetabolic activity involving bilateral lung parenchyma and left tenth rib
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diagnostics
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Figure shows an overview of all diagnostic and therapeutic measures taken and their outcome over time. The patient had an abdominal sonography on 25 October 2013 where a tumorous mass of 3.5 2 cm was detected.
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[["abdominal sonography", "diagnostics", [[122, 142]]], ["tumorous mass", "clinical_findings", [[170, 183]]], ["3.5 2 cm", "clinical_findings", [[187, 196]]]]
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She had been treated with assisted reproductive technologies including artificial insemination and in vitro fertilization for over four years. During her treatment for infertility, cytological review followed by colposcopic biopsy revealed an invasive nonkeratinizing squamous cell carcinoma SCC.
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misc_medical
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Clinical examination revealed upper limb hypertension, with similar blood pressures in both arms 180/100 mm Hg. His past history included repair of coarctation of aorta about 30 years ago.
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Nova CV 500mg/125mg Tablet is a penicillin-type of antibiotic that helps your body fight infections caused by bacteria. It is used to treat infections of the lungs e.g., pneumonia, ear, nasal sinus, urinary tract, skin and soft tissue.
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drugs
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Thyrogear 125mcg Tablet is a medicine used to treat an underactive thyroid gland hypothyroidism. It replaces the hormone which is not being produced by your thyroid gland in sufficient quantity and helps regulate your bodys energy and metabolism.
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drugs
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Almox 250 Capsule is a penicillin-type of antibiotic used to treat a variety of bacterial infections. It is effective in infections of the throat, ear, nasal sinuses, respiratory tract e.g., pneumonia, urinary tract, skin and soft tissue, and typhoid fever.
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drugs
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Transthoracic echocardiography. Parasternal short axis view at the level of the aortic valve reveals a 24 17 mm sized myxoma arrow. Ao aorta, RA right atrium, RV right ventricle.
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diagnostics
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Vascular ultrasonography. Preoperative vascular ultrasonography at the proximal right upper arm of subject 1 demonstrates high arterial bifurcation of brachial into radial and ulnar arteries. Also seen are 2 radial veins , one ulnar vein #, and the basilic vein.
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diagnostics
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The patient has a known drug allergy since 2015 presenting with rash and respiratory distress. Additionally, the patient is allergic to dust, with a history of steroid-induced hyperglycemia. The patient has also experienced adverse reactions to a previous medication.
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clinical_findings
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ABSOLUTE LYMPHOCYTES COUNT, the value is 4093.0 10*3/mm3 BLOOD SUGAR RANDOM, the value is 102.3 mg/dL Volume, the value is 20.0 mL
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The patient has a history of steroid-induced hyperglycemia, chronic allergy with unknown triggers, and statin-induced myopathy. Additionally, an amlodipine-induced reaction with hypotension and edema was reported, which led to the medication being stopped.
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clinical_findings
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Leecast M 5mg/10mg Tablet is a combination medicine used in the treatment of allergic symptoms such as runny nose, stuffy nose, sneezing, itching, swelling, watery eyes and congestion or stuffiness.
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drugs
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Absolute Monocyte Count, the value is 0.16 10*3/mm3 ABSOLUTE LYMPHOCYTE, the value is 1610.0 10*3/mm3 GFR Estimated, the value is 72.0 mL/min/1.73_m2
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diagnostics
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Biselect 2.5 Tablet belongs to a group of medicines called beta-blockers. It is used to treat high blood pressure hypertension, angina heart-related chest pain, irregular heart rhythms arrhythmia. It also helps to prevent future heart attacks and to prevent migraines.
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drugs
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Moxivin LB 500mg/125mg Tablet is a combination medicine that is used to treat various types of bacterial infections. It fights against the microorganisms to prevent their growth and further spread of the infection.
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Computed tomography of the abdomen on second presentation revealing mild upper abdominal periaortic stranding with mural thickening of the aorta red arrow, similar in appearance to the left common carotid artery from the original computed tomography of her neck Fig.1
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diagnostics
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Ethambutol is an antibacterial agent, prescribed for tuberculosis TB. Ethambutol stops the growth of TB cells. When should Ethambutol not to be taken Contraindicated in patients with known optic neuritis optic nerve inflammation and hypersensitivity.
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drugs
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Patient has a standing job, which promotes better posture and circulation compared to a sedentary desk job. Patient is also a driver, which requires prolonged sitting and may contribute to lower back pain if not accompanied by regular stretching exercises.
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The patient had a history of recurrent abdominal pain for the last two years. Each episode was characteristic of severe central abdominal pain along with vomiting. He had multiple admissions as a result of these episodes.
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The image showed the oval foramen, located at the upper third of the mandibular ramus, inside of the condyle, penetrating the ophthalmic branch of the trigeminal ganglion toward the medial corner of the oval foramen arrow.
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Magnetic resonance imaging scan of the cervical spinal cord of the intramedullary abscess upon admission. This sagittal T2-weighted image shows an expansile intramedullary area of increased T2 signaling present in the spinal cord from C2 to C5
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Flatulex 250mg Capsule is used in the treatment of bloating and abdominal pain. It relieves discomfort and pain caused by excessive gas in the stomach and intestines in conditions such as flatulence and post operative gaseous distention.
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Display of end-systolic image from apical 4-chamber view after six month of treatment with pioglitazone. The white, thicker, arrow indicates the newly developed moderate mitral regurgitation.
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Euthyrox 25 Tablet is a medicine used to treat an underactive thyroid gland hypothyroidism. It replaces the hormone which is not being produced by your thyroid gland in sufficient quantity and helps regulate your bodys energy and metabolism.
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Biafine is a water-based emulsion, prescribed for various types of wounds. Biafine provides a moisturizer environment for the healing process. When should Biafine not to be taken Contraindicated in patients with bleeding wounds, allergic rashes and known hypersensitivity.
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She presents with worsening headache for three months with associated vertigo, nausea, and vomiting not responding to analgesics or vestibular sedatives. Her symptoms initially started twelve years ago as a diffused mild headache, which persisted through the day.
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Feminizing surgery, also called gender-affirming surgery or gender-confirmation surgery, involves procedures that help better align the body with a person's gender identity. Feminizing surgery includes several options, such as top surgery to increase the size of the breasts.
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Enbucrilate or n-butyl 2-cyanoacrylate is used as a surgical tissue adhesive to seal wounds, lacerations of the skin and surgical incisions. Enbucrilate is a safe and painless alternative to sutures and staples.
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The child had previously been investigated for hypernasal speech by the speech and language therapy team, with normal palatal studies. There was no other previous medical or family history of note.
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Patient is a non-smoker, which is excellent for overall lung health and reduced risk of respiratory diseases. Diet consists primarily of milk-based products, providing essential nutrients like calcium, protein, and vitamins.
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Subscapular hepatic hypodensities and inferior lateral renal densities visualized on CT of abdomen, coronal plane. Subscapular hepatic hypodensities are indicated by the blue arrows. Inferior lateral renal nodular densities are indicatedby the red arrows along the renal fascia.
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Abdominal MRI was conducted to identify a solid mass with an irregular lobulated configuration located in the right upper quadrant with a diameter of 20 cm. Figure . Biopsy and pathology examinations came to no conclusion.
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[["Abdominal MRI", "diagnostics", [[0, 13]]], ["solid mass", "clinical_findings", [[42, 52]]], ["irregular lobulated configuration", "clinical_findings", [[61, 94]]], ["right upper quadrant", "clinical_findings", [[110, 130]]], ["diameter of 20 cm", "clinical_findings", [[138, 155]]], ["Biopsy", "diagnostics", [[166, 172]]], ["pathology examinations", "diagnostics", [[177, 199]]]]
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Clindinol 20mg Tablet is a medicine used to treat high blood pressure hypertension. It belongs to a class of medicines known as a calcium channel blocker which helps to lower blood pressure. This helps prevent heart attacks and strokes.
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drugs
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Deflage 6mg Tablet belongs to a group of medicines called steroids. It is used for treatment of various diseases and conditions such as allergic conditions, asthma, cancer, rheumatic disorder, and skin and eye disorders.
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drugs
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RBC COUNT, the value is 4.31 10*6/mm3 Glucose Fasting Plasma, the value is 103.3 mg/dL Homocysteine, the value is 11.4 umol/L
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[["RBC COUNT", "diagnostics", [[0, 9]]], ["4.31 10*6/mm3", "diagnostics", [[24, 37]]], ["Glucose Fasting Plasma", "diagnostics", [[38, 60]]], ["103.3 mg/dL", "diagnostics", [[75, 86]]], ["Homocysteine", "diagnostics", [[87, 99]]], ["11.4 umol/L", "diagnostics", [[114, 125]]]]
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Anteroposterior radiograph of the left shoulder demonstrating a Type V lateral clavicle fracture with slight superior displacement of the proximal segment. The CC ligament was intact and attached to the inferior clavicle fracture fragment.
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diagnostics
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[["Anteroposterior radiograph", "diagnostics", [[0, 26]]], ["left shoulder", "misc_medical", [[34, 47]]], ["Type V lateral clavicle fracture", "clinical_findings", [[64, 96]]], ["superior displacement", "clinical_findings", [[109, 130]]], ["proximal segment", "misc_medical", [[138, 154]]], ["CC ligament", "misc_medical", [[160, 171]]]]
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African American woman at 22-weeks gestation presented with vaginal bleeding to an outside hospital. Her obstetric history was significant for 2 therapeutic abortions and 1 spontaneous abortion. During prenatal care, the fetus was noted to have a unilateral dysplastic kidney.
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The patient has a known history of multiple food allergies, including reactions to ethambutol and fluoroquinolone antibiotics. Additionally, the patient has experienced recurrent drug allergies, with a history of adverse reactions to various medications.
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[["food allergies", "clinical_findings", [[44, 58]]], ["ethambutol", "drugs", [[83, 93]]], ["fluoroquinolone antibiotics", "drugs", [[98, 125]]], ["drug allergies", "clinical_findings", [[179, 193]]], ["adverse reactions", "clinical_findings", [[213, 230]]]]
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Glimiprime M 2 Tablet belongs to a category of medicines known as anti-diabetic drugs. It is a combination of two medicines used to treat type 2 diabetes mellitus in adults. It helps control blood sugar levels in people with diabetes.
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drugs
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Cipzen 5mg Tablet is used in the treatment of pain and inflammation. It helps relieve pain and swelling in postoperative wounds and inflammatory diseases. Cipzen 5mg Tablet can be taken with or without food.
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The cough was dry, not related to position, and not associated with chest pain or hemoptysis. The cough had episodes of exacerbation that subsided after some time without treatment. He gave no history of fever or any other significant symptom.
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[["cough", "clinical_findings", [[4, 9], [98, 103]]], ["dry", "clinical_findings", [[14, 17]]], ["chest pain", "clinical_findings", [[68, 78]]], ["hemoptysis", "clinical_findings", [[82, 92]]], ["episodes of exacerbation", "clinical_findings", [[108, 132]]], ["fever", "clinical_findings", [[204, 209]]]]
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Azithral XL 200 Liquid is an antibiotic used to treat various types of bacterial infections of the respiratory tract, ear, nose, throat, lungs, skin, and eye in adults and children.
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[["Azithral XL 200 Liquid", "drugs", [[0, 22]]], ["antibiotic", "drugs", [[29, 39]]], ["bacterial infections", "clinical_findings", [[71, 91]]], ["respiratory tract", "misc_medical", [[99, 116]]], ["ear", "misc_medical", [[118, 121]]], ["nose", "misc_medical", [[123, 127]]], ["throat", "misc_medical", [[129, 135]]], ["lungs", "misc_medical", [[137, 142]]], ["skin", "misc_medical", [[144, 148]]], ["eye", "misc_medical", [[154, 157]]]]
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Patient reported that her bowels were last open 2 days ago and has since been unable to pass any flatus with increasing abdominal bloating. Her medical history included well controlled type 2 diabetes mellitus, hypercholesterolemia and hypertension.
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[["bowels", "clinical_findings", [[26, 32]]], ["flatus", "clinical_findings", [[97, 103]]], ["abdominal bloating", "clinical_findings", [[120, 138]]], ["type 2 diabetes mellitus", "clinical_findings", [[185, 209]]], ["hypercholesterolemia", "clinical_findings", [[211, 231]]], ["hypertension", "clinical_findings", [[236, 248]]]]
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Zipod CV 200 mg/125 mg Tablet is a combination of two medicines. It is prescribed to treat respiratory tract infections. It treats the infection and prevents further growth and spread of the microorganisms.
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[["Zipod CV 200 mg/125 mg Tablet", "drugs", [[0, 29]]], ["respiratory tract infections", "clinical_findings", [[91, 119]]]]
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Neo-Mercazole 10 Tablet belongs to a group of medicine called anti-thyroid agents. It is used in the treatment of hyperthyroidism. It reduces the amount of thyroid hormones produced by the thyroid gland.
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drugs
narration_sentence
[["Neo-Mercazole 10 Tablet", "drugs", [[0, 23]]], ["anti-thyroid agents", "drugs", [[62, 81]]], ["hyperthyroidism", "clinical_findings", [[114, 129]]], ["thyroid hormones", "misc_medical", [[156, 172]]], ["thyroid gland", "misc_medical", [[189, 202]]]]
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SERUM URIC ACID, the value is 6.1 mg/dL Gamma-Glutamyl Transferase GGT, the value is 47.0 U/L Average Estimated Glucose plasma, the value is 122.63 mg/dL
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[["SERUM URIC ACID", "diagnostics", [[0, 15]]], ["6.1 mg/dL", "diagnostics", [[30, 39]]], ["Gamma-Glutamyl Transferase GGT", "diagnostics", [[40, 70]]], ["47.0 U/L", "diagnostics", [[85, 93]]], ["Average Estimated Glucose plasma", "diagnostics", [[94, 126]]], ["122.63 mg/dL", "diagnostics", [[141, 153]]]]
denoised-bg-snr-10_sample_099.wav
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Denoising Impact Evaluation Dataset

Dataset Description

The ekacare/denoising-impact-evaluation-dataset is a comprehensive benchmark dataset designed to evaluate the effects of speech enhancement on automatic speech recognition (ASR) systems in medical speech contexts. It includes paired noisy and denoised audio subsets under controlled acoustic conditions to support systematic analysis of denoising performance.

Source Data

Base Dataset: ekacare/eka-medical-asr-evaluation-dataset

Selection Criteria: 500 English audio samples with duration >= 15 seconds

Domain: Medical speech containing clinical terminology and pharmaceutical names

Language: English

Noise Augmentation Pipeline

The Noisy subsets in this dataset were synthetically augmented using the audiomentations library with three distinct noise types at varying intensity levels:

Noise Types & Configurations:

Background Noise

SNR levels: 10 dB, 30 dB, 50 dB

Short Noise

SNR levels: 10 dB, 30 dB, 50 dB

Gaussian Noise

Amplitude levels: 0.001, 0.009, 0.017

Denoising

All audio samples underwent enhancement using SpeechBrain's SpectralMaskEnhancement framework with the pre-trained MetricGAN-plus-voicebank model

Dataset Structure

Subsets

Each subset in the dataset follows a structured naming convention that encodes both the type of acoustic corruption applied and its corresponding denoised counterpart. All noisy and denoised subsets are derived from the same underlying set of 500 original medical speech recordings, ensuring one-to-one correspondence across conditions.

Noisy Subsets

Subsets prefixed with noisy- are created by applying synthetic noise to the original clean audio using the audiomentations library. The subset name specifies:

  • the noise type (bg for background noise, short for short noise, gauss for Gaussian noise), and
  • the noise severity, expressed either as signal-to-noise ratio (SNR, in dB) or noise amplitude.

For example:

  • noisy-bg-snr-10 contains audio corrupted with continuous background noise at 10 dB SNR.
  • noisy-short-snr-30 contains audio with short noise events at 30 dB SNR.
  • noisy-gauss-amp-0.009 contains audio with additive Gaussian noise of amplitude 0.009.

Denoised Subsets

Subsets prefixed with denoised- are generated by applying the same speech enhancement model to their corresponding noisy subsets. Specifically, each denoised subset is obtained by processing the paired noisy audio using SpeechBrain’s SpectralMaskEnhancement framework with the pre-trained MetricGAN-plus-voicebank model.

For example:

  • denoised-bg-snr-10 is produced by denoising the audio in noisy-bg-snr-10.
  • denoised-gauss-amp-0.017 corresponds directly to noisy-gauss-amp-0.017.

Original and Denoised-Original

In addition to synthetically corrupted audio, the dataset also includes:

  • original: the unmodified clean medical speech recordings.
  • denoised-original: the output of applying the same enhancement pipeline directly to the original audio.

This structure enables controlled, paired comparisons between noisy and denoised audio under identical conditions, facilitating systematic evaluation of the impact of speech enhancement on ASR performance.

Hence, we have the following subsets

  • noisy-bg-snr-10: 500 samples
    • test: 500 samples
  • noisy-bg-snr-30: 500 samples
    • test: 500 samples
  • noisy-bg-snr-50: 500 samples
    • test: 500 samples
  • denoised-bg-snr-10: 500 samples
    • test: 500 samples
  • denoised-bg-snr-30: 500 samples
    • test: 500 samples
  • denoised-bg-snr-50: 500 samples
    • test: 500 samples
  • noisy-short-snr-10: 500 samples
    • test: 500 samples
  • noisy-short-snr-30: 500 samples
    • test: 500 samples
  • noisy-short-snr-50: 500 samples
    • test: 500 samples
  • denoised-short-snr-10: 500 samples
    • test: 500 samples
  • denoised-short-snr-30: 500 samples
    • test: 500 samples
  • denoised-short-snr-50: 500 samples
    • test: 500 samples
  • noisy-gauss-amp-0.001: 500 samples
    • test: 500 samples
  • noisy-gauss-amp-0.009: 500 samples
    • test: 500 samples
  • noisy-gauss-amp-0.017: 500 samples
    • test: 500 samples
  • denoised-gauss-amp-0.001: 500 samples
    • test: 500 samples
  • denoised-gauss-amp-0.009: 500 samples
    • test: 500 samples
  • denoised-gauss-amp-0.017: 500 samples
    • test: 500 samples
  • original: 500 samples
    • test: 500 samples
  • denoised-original: 500 samples
    • test: 500 samples

Usage

Load specific subset and split:

from datasets import load_dataset

# Load specific subset and split
dataset = load_dataset('ekacare/speech-brain-noise-evaluation-dataset', 'noisy-bg-snr-10', split='test')

# Load everything
dataset = load_dataset('ekacare/speech-brain-noise-evaluation-dataset')

Dataset Creation

This dataset was created using StreamableDatasetManager on 2025-10-13T21:45:58.155717.

Data Fields

The dataset includes the following columns:

  • md5_text: String data
  • file_name: String data
  • md5_audio: String data
  • duration: Float32 data
  • text: String data
  • audio_language: String data
  • text_language: String data
  • session_id: String data
  • speaker: String data
  • type_concept: String data
  • recording_context: String data
  • medical_entities: String data
  • filename: String data
  • audio: Audio data (16kHz sampling rate)

Technical Details

  • Total samples: 10,000
  • Shard length: 100
  • Number of subsets: 20
  • Number of splits: 2
  • Audio format: 16kHz sampling rate
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