LikelySurf commited on
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1 Parent(s): 08d124f

End of training

Browse files
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+ ---
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+ license: mit
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+ base_model: gpt2
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: FreeLabSeminar_MammoLLM_Dabin7
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # FreeLabSeminar_MammoLLM_Dabin7
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+
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+ This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - eval_loss: 4.4369
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+ - eval_runtime: 0.6853
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+ - eval_samples_per_second: 729.563
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+ - eval_steps_per_second: 4.377
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+ - epoch: 0.74
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+ - step: 5
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0005
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+ - train_batch_size: 192
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+ - eval_batch_size: 192
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 768
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_steps: 5
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+ - num_epochs: 3
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0
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+ - Pytorch 1.13.1
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+ - Datasets 2.14.5
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+ - Tokenizers 0.14.1
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+ "_name_or_path": "gpt2",
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+ "activation_function": "gelu_new",
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+ "architectures": [
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+ "GPT2LMHeadModel"
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+ ],
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+ "attn_pdrop": 0.1,
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+ "bos_token_id": 0,
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+ "embd_pdrop": 0.1,
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+ "eos_token_id": 0,
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+ "initializer_range": 0.02,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_type": "gpt2",
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+ "n_ctx": 28,
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+ "n_embd": 768,
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+ "n_head": 12,
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+ "n_inner": null,
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+ "n_layer": 12,
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+ "n_positions": 1024,
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+ "reorder_and_upcast_attn": false,
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+ "resid_pdrop": 0.1,
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+ "scale_attn_by_inverse_layer_idx": false,
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+ "scale_attn_weights": true,
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+ "summary_activation": null,
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+ "summary_first_dropout": 0.1,
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+ "summary_proj_to_labels": true,
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+ "summary_type": "cls_index",
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+ "summary_use_proj": true,
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+ "task_specific_params": {
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+ "text-generation": {
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+ "do_sample": true,
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+ "max_length": 50
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+ }
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+ },
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+ "torch_dtype": "float32",
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+ "use_cache": true,
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+ "vocab_size": 3000
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+ }
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
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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237
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238
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240
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241
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242
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243
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244
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245
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246
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247
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248
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250
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251
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252
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253
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254
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255
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256
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257
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258
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259
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260
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261
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262
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263
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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294
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297
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299
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300
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+ Ġ N
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415
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417
+ Ġsub areolar
418
+ fi n
419
+ Ġdist or
420
+ Ġare a
421
+ symmet ric
422
+ Ġ ë
423
+ a red
424
+ ver al
425
+ t ra
426
+ ar se
427
+ r reg
428
+ Ġ1 2
429
+ rreg ular
430
+ Ġ circ
431
+ Ġcomp osition
432
+ re vi
433
+ n g
434
+ Ġ F
435
+ Ġt o
436
+ Ġhe terogeneously
437
+ rib ed
438
+ n o
439
+ fi cation
440
+ Ġm ultiple
441
+ m mo
442
+ Ġis o
443
+ um sc
444
+ umsc ribed
445
+ a in
446
+ p i
447
+ e c
448
+ Ġco arse
449
+ B reast
450
+ ct u
451
+ u lated
452
+ y st
453
+ hi te
454
+ Ġmi d
455
+ Ġp le
456
+ hite ctu
457
+ s x
458
+ ĠG II
459
+ b a
460
+ p ic
461
+ Ġc en
462
+ m ent
463
+ ĠMa mmo
464
+ ĠL LI
465
+ Ġple omo
466
+ rph ic
467
+ A sx
468
+ ain t
469
+ Ġcirc umscribed
470
+ Ġcen ter
471
+ m mary
472
+ Ġp o
473
+ hitectu ral
474
+ pic ulated
475
+ ti es
476
+ h r
477
+ Ġi rregular
478
+ Ġcalcifi ed
479
+ ma mmary
480
+ Ġde fin
481
+ Ġ th
482
+ Ġ T
483
+ Ġpleomo rphic
484
+ lo oking
485
+ Ġa rc
486
+ Ġiso dense
487
+ Ġin ter
488
+ tra mammary
489
+ Ġsi z
490
+ Ġle ss
491
+ F ocal
492
+ h o
493
+ pi ci
494
+ p e
495
+ us pici
496
+ Ġ A
497
+ Ġf aint
498
+ Ġc yst
499
+ Ġp revi
500
+ w o
501
+ í ķ
502
+ Ġmagni fication
503
+ n y
504
+ Ġarc hitectural
505
+ ment al
506
+ ĠGII I
507
+ Ġ g
508
+ L ess
509
+ Ġti ny
510
+ Ġs piculated
511
+ Ġf ew
512
+ uspici ous
513
+ Ġ hy
514
+ ĠMa gni
515
+ ĠB enign
516
+ k in
517
+ l l
518
+ Ġpro ba
519
+ Ġe vi
520
+ Ġfi nd
521
+ o re
522
+ Ġfind ing
523
+ Ġinter val
524
+ O n
525
+ c e
526
+ u al
527
+ i s
528
+ . )
529
+ . (
530
+ ĠR LI
531
+ Ġhe terog
532
+ Ċ Ċ
533
+ Ġin tramammary
534
+ Ġ Otherwise
535
+ Ġdensi ties
536
+ Ġ v
537
+ k e
538
+ Ġ .
539
+ Ġ This
540
+ i ffuse
541
+ i ke
542
+ u n
543
+ wh ic
544
+ whic h
545
+ ì Ĺ
546
+ g mental
547
+ u t
548
+ m ma
549
+ Ġse veral
550
+ ho ic
551
+ sc ular
552
+ ou t
553
+ a scular
554
+ icrocal cifications
555
+ ĠLN s
556
+ Ġs kin
557
+ b reast
558
+ p a
559
+ Ġ- -
560
+ b ly
561
+ Ġdistor sion
562
+ r k
563
+ ĠG R
564
+ ĠL LO
565
+ mma tion
566
+ n e
567
+ Ġsu mmation
568
+ L t
569
+ g ed
570
+ Ġse gmental
571
+ Ġdefin i
572
+ den ce
573
+ ĠR LO
574
+ Ġevi dence
575
+ Ġs uspicious
576
+ Ġb i
577
+ Ġ which
578
+ Ġno ted
579
+ Ġext ent
580
+ Ġprevi ous
581
+ lar ged
582
+ p o
583
+ Ġa symmetric
584
+ Ġcal ci
585
+ i t
586
+ Ġb ut
587
+ d ual
588
+ Ġcomp ared
589
+ si dual
590
+ an t
591
+ R t
592
+ ent ral
593
+ Ġ- -->
594
+ Ġc entral
595
+ Ġl ike
596
+ ê °
597
+ Ġin creased
598
+ The re
599
+ Ġdistor tion
600
+ Ġv ascular
601
+ ene ous
602
+ t le
603
+ la ter
604
+ later al
605
+ f ocal
606
+ Ġf ar
607
+ ec hoic
608
+ A symmetric
609
+ Ġ 9
610
+ Ġaxilla e
611
+ e p
612
+ o ma
613
+ 1 2
614
+ 1 0
615
+ i p
616
+ S cattered
617
+ ìĹ IJ
618
+ eni ng
619
+ Ġheterog eneous
620
+ pa ci
621
+ ca n
622
+ Ġo paci
623
+ Ġre sidual
624
+ M icrocalcifications
625
+ Ġproba bly
626
+ o ry
627
+ c c
628
+ it on
629
+ a ble
630
+ pe ared
631
+ or tion
632
+ e ar
633
+ Ġ 6
634
+ min ant
635
+ C lustered
636
+ Ġsiz e
637
+ ´ ì
638
+ Ġhy po
639
+ d ular
640
+ ca iton
641
+ a symmetry
642
+ Ġdefini te
643
+ Ġde creased
644
+ Ġde ep
645
+ Ġp ortion
646
+ Ġm ore
647
+ ĠL U
648
+ ĠT omo
649
+ gni fi
650
+ D iffuse
651
+ can t
652
+ ip ple
653
+ gnifi cant
654
+ Ġ200 4
655
+ ë ĭ
656
+ Ġcyst s
657
+ Ġsi gnificant
658
+ ti ng
659
+ ter i
660
+ l u
661
+ Ġt wo
662
+ red o
663
+ Ġen larged
664
+ minant ly
665
+ redo minantly
666
+ Ġhypo echoic
667
+ Ġsub tle
668
+ Ġn ipple
669
+ Ġparenchyma l
670
+ 2 0
671
+ o ss
672
+ ì Ħ
673
+ ĠM LO
674
+ Ġp redominantly
675
+ Ġ w
676
+ o p
677
+ cc ess
678
+ ìĿ Į
679
+ Ġë ³
680
+ Ġno t
681
+ oss ly
682
+ M T
683
+ Ġpo s
684
+ Ġfi ne
685
+ Ġ200 8
686
+ Ġlike ly
687
+ teri or
688
+ Ġs h
689
+ l ight
690
+ ma rk
691
+ ccess ory
692
+ Ġarea s
693
+ 1 1
694
+ o therwise
695
+ e ll
696
+ lar ge
697
+ c or
698
+ . ,
699
+ Ġopaci ty
700
+ M ultiple
701
+ ap peared
702
+ light ly
703
+ ë Ĭ
704
+ v o
705
+ . .
706
+ Ġsiz ed
707
+ ĠR U
708
+ A T
709
+ v e
710
+ Ģ ì
711
+ . -->
712
+ Ġmam m
713
+ mark able
714
+ Ġ1 0
715
+ Ġwith out
716
+ c tion
717
+ ê ²
718
+ e veral
719
+ in ear
720
+ r mal
721
+ Ġ200 9
722
+ Ġdiffuse ly
723
+ a tion
724
+ ĠC C
725
+ Ġg landular
726
+ ĠT S
727
+ cor n
728
+ Ġpos terior
729
+ Ġ UO
730
+ si ty
731
+ ĠF C
732
+ Ġth is
733
+ Ġmicrocal ci
734
+ ic k
735
+ ¡ ľ
736
+ in sity
737
+ Ġde insity
738
+ d y
739
+ m m
740
+ Ġ O
741
+ symmet ri
742
+ Ġdi s
743
+ Ġth ick
744
+ d ule
745
+ ê° Ģ
746
+ Ġcalcifi caiton
747
+ lo b
748
+ Ġdist rib
749
+ Ġ P
750
+ Ġbi lateral
751
+ T wo
752
+ in ing
753
+ Ġdistrib u
754
+ en ously
755
+ Ġb x
756
+ He terog
757
+ a d
758
+ p corn
759
+ ĠB x
760
+ ĠF A
761
+ ëĬ Ķ
762
+ ê ³
763
+ Ġ :
764
+ Ġthick ening
765
+ íķ ĺ
766
+ Gr ouped
767
+ Ġaxilla ry
768
+ Ġn ew
769
+ ¼ ë
770
+ Ġp re
771
+ d ensi
772
+ Ġmicrocal cifi
773
+ Ġbi op
774
+ Ġa n
775
+ Ġpo pcorn
776
+ densi ty
777
+ eg ional
778
+ cifi ed
779
+ Ġì Ŀ
780
+ Ġw ell
781
+ Ġl inear
782
+ Ġhy per
783
+ ti c
784
+ Ġp er
785
+ Ġno rmal
786
+ Ġ1 1
787
+ c lustered
788
+ ĠUO Q
789
+ Ġ201 0
790
+ ìĿ ´
791
+ ë IJ
792
+ Ġ '
793
+ Ġa symmetri
794
+ g ge
795
+ i gn
796
+ Ġgr an
797
+ 3 2
798
+ Ġn eg
799
+ N ew
800
+ Ġdefin ed
801
+ lob al
802
+ S everal
803
+ Ġ 5
804
+ Ġc on
805
+ Ġgran ul
806
+ - -
807
+ i m
808
+ Ġ200 6
809
+ 0 4
810
+ Ġ200 5
811
+ Ġ200 7
812
+ 0 7
813
+ ì ľ
814
+ 0 9
815
+ gge s
816
+ Heterog enously
817
+ ë ¶
818
+ Ġì ķ
819
+ Ġproba ble
820
+ Ġ í
821
+ de fin
822
+ Ġgranul oma
823
+ 0 6
824
+ ĠM MT
825
+ Ġbiop sy
826
+ ĠFC C
827
+ M a
828
+ ĥ ģ
829
+ defin ed
830
+ Ġ large
831
+ t ry
832
+ ìĦ ľ
833
+ Ġhyper dense
834
+ 0 5
835
+ u ct
836
+ Ġ I
837
+ Ġma rk
838
+ nc reased
839
+ circ le
840
+ te ry
841
+ F ew
842
+ Ġc or
843
+ p ro
844
+ Ġsu gges
845
+ Ġ201 2
846
+ Ġasymmetri es
847
+ 0 8
848
+ ì §
849
+ e ft
850
+ No dular
851
+ ĠL ess
852
+ Ġ E
853
+ le ss
854
+ A l
855
+ f cation
856
+ Ġgranuloma s
857
+ Ġ Asymmetry
858
+ Al most
859
+ ëĭ ¤
860
+ t u
861
+ Ġ un
862
+ il k
863
+ Ġlo b
864
+ Ġsi te
865
+ Ġ200 3
866
+ s cattered
867
+ Ġt omo
868
+ Ġre ma
869
+ Ġa p
870
+ Ġc m
871
+ ta tion
872
+ Ġcor re
873
+ Ġou t
874
+ o w
875
+ ì ĭ
876
+ cal cified
877
+ p unctate
878
+ e creased
879
+ ta ining
880
+ Ġì ŀ
881
+ Ġ201 1
882
+ 0 3
883
+ Ġmi ld
884
+ Ġprevi ously
885
+ Ġdis appeared
886
+ Ġpre s
887
+ Ġin c
888
+ Ġn on
889
+ Ħ ì
890
+ ( -
891
+ Ġc lus
892
+ Ġd uct
893
+ Ġpo st
894
+ Ġpres ent
895
+ ĠF ocal
896
+ Ġ201 5
897
+ ĠO S
898
+ Ġ ca
899
+ Ġ201 4
900
+ Ġi ll
901
+ ìĹIJ ìĦľ
902
+ R egional
903
+ Ġ la
904
+ Ġcalcifi c
905
+ A D
906
+ Ġma r
907
+ Ġcalci um
908
+ v en
909
+ re markable
910
+ Ġsub A
911
+ Ġin vo
912
+ Ġì Ĺ
913
+ ĊĊ Ċ
914
+ ìľ ¼ë
915
+ ì Ļ
916
+ Ġe c
917
+ ad ow
918
+ Ġsh adow
919
+ i d
920
+ ł Ħ
921
+ Ġ201 6
922
+ Ġ >
923
+ revi ously
924
+ pi cal
925
+ Ġun remarkable
926
+ Ma ss
927
+ d ing
928
+ o st
929
+ ë ³
930
+ Ġs lightly
931
+ ë¶ Ģ
932
+ u b
933
+ Ī ìĿĮ
934
+ Ġa sym
935
+ en ous
936
+ A ccessory
937
+ ro m
938
+ Ġa symme
939
+ Ġcalcificaiton s
940
+ Ġ 8
941
+ ulti focal
942
+ Ġdistribu ted
943
+ Ī ëĭ¤
944
+ No dule
945
+ in ed
946
+ Ġ201 3
947
+ Ġper i
948
+ ìĿ ´ì
949
+ Ġgr ossly
950
+ d n
951
+ o mp
952
+ Ġclus ter
953
+ um b
954
+ Ġm ilk
955
+ ĠLU C
956
+ Ġcon taining
957
+ r t
958
+ Ġo s
959
+ umb er
960
+ Ġf rom
961
+ Ġn umber
962
+ Ġìķ Ĭ
963
+ Ġb o
964
+ ê³ ł
965
+ Ġr im
966
+ Ġg lobal
967
+ b oth
968
+ Ġ 7
969
+ ty pical
970
+ Ġs tu
971
+ a ted
972
+ Ġsh ap
973
+ Ġperi areolar
974
+ ore ign
975
+ ĠL eft
976
+ Ġb rea
977
+ Ġasym m
978
+ p rea
979
+ 0 1
980
+ í Ļ
981
+ ìĿ ĺ
982
+ D ecreased
983
+ Ġ201 9
984
+ Ġheterog enous
985
+ Ġsugges ting
986
+ ë ¡ľ
987
+ I rregular
988
+ Ġre tra
989
+ Ġdefini tive
990
+ ëĭ Īëĭ¤
991
+ I ncreased
992
+ Ġcalc s
993
+ ph ic
994
+ Ġth an
995
+ Ġstu dy
996
+ Ġm icr
997
+ Ĥ ¬
998
+ Ġn e
999
+ Ġre markable
1000
+ u c
1001
+ ĠM g
1002
+ lu ting
1003
+ Ġbo dy
1004
+ ĠMa g
1005
+ ì§ Ģ
1006
+ Ġinc lu
1007
+ prea d
1008
+ ou nd
1009
+ is appeared
1010
+ 0 2
1011
+ 2 2
1012
+ ì ĥģ
1013
+ Ġ201 7
1014
+ Ġmark ed
1015
+ Ġretra ction
1016
+ Ġmicr o
1017
+ i lateral
1018
+ ì ł
1019
+ re e
1020
+ a c
1021
+ d iffuse
1022
+ Ġa ccessory
1023
+ yst ro
1024
+ S mall
1025
+ a m
1026
+ Ġ hi
1027
+ ma ss
1028
+ no tation
1029
+ n larged
1030
+ Ġ ê
1031
+ j ec
1032
+ lo p
1033
+ Ġë ¹
1034
+ ystro phic
1035
+ íķ ľ
1036
+ a nd
1037
+ Ġg un
1038
+ jec tion
1039
+ Ġf oreign
1040
+ Ġpro ven
1041
+ un t
1042
+ Ġë³ ´
1043
+ ve lop
1044
+ m ph
1045
+ s tic
1046
+ M MT
1047
+ m ultiple
1048
+ Ġ typical
1049
+ Ġon e
1050
+ íķ ¨
1051
+ Ġan notation
1052
+ ìĭ ľ
1053
+ . ->
1054
+ P unctate
1055
+ b out
1056
+ me try
1057
+ Ġ ly
1058
+ ba bly
1059
+ Ġmicrocalcifi caiton
1060
+ Ġinvo luting
1061
+ ¸ ë¶Ģ
1062
+ ì ĺ
1063
+ Ġab out
1064
+ Gr ossly
1065
+ Ġly mph
1066
+ C AD
1067
+ ì Ľ
1068
+ Ġcorre lated
1069
+ g in
1070
+ Ġf or
1071
+ Ġcirc le
1072
+ no dular
1073
+ Ġlesion s
1074
+ ìĿ Ģ
1075
+ ec e
1076
+ Ġevi dn
1077
+ vo id
1078
+ Ġë¹ Ħ
1079
+ Ġevidn ece
1080
+ Ġa r
1081
+ Ġamo unt
1082
+ Ġrema ined
1083
+ Ġd ystrophic
1084
+ (- )
1085
+ t al
1086
+ ì ĸ
1087
+ Ġ ê²
1088
+ Ġin jection
1089
+ in ly
1090
+ S lightly
1091
+ a den
1092
+ en se
1093
+ Ġdistribu tion
1094
+ 2 3
1095
+ I n
1096
+ ë °
1097
+ ëIJ ĺ
1098
+ l ike
1099
+ ê µ
1100
+ nd is
1101
+ ĠS cattered
1102
+ ndis ti
1103
+ N c
1104
+ Ġi ma
1105
+ Ġd ue
1106
+ Ġfib ro
1107
+ Ġ201 8
1108
+ Ġopaci ties
1109
+ o arse
1110
+ se veral
1111
+ Ġno de
1112
+ l t
1113
+ ĠìĹ Ĩ
1114
+ Ġm e
1115
+ E nlarged
1116
+ ì ŀ
1117
+ no ther
1118
+ New ly
1119
+ Ġo void
1120
+ Ġm ultifocal
1121
+ Ġì Ļ
1122
+ Ġec hoic
1123
+ Ġinclu ding
1124
+ ndisti nc
1125
+ Ġa s
1126
+ Ġobscu red
1127
+ ation s
1128
+ O val
1129
+ ub tle
1130
+ íĻ Ķ
1131
+ ndistinc t
1132
+ Ġn ega
1133
+ al pa
1134
+ B ilateral
1135
+ s mall
1136
+ Ĥ ĺ
1137
+ ĠGr ouped
1138
+ C al
1139
+ Ġb e
1140
+ si s
1141
+ Ġì ĸ
1142
+ 2 1
1143
+ aden oma
1144
+ l in
1145
+ Ġm ost
1146
+ alpa ble
1147
+ c omp
1148
+ Ġp un
1149
+ mo rphous
1150
+ large ment
1151
+ êµ IJ
1152
+ si nce
1153
+ ìĦ ±
1154
+ ĠìĿ ´ì
1155
+ Ġë¹Ħ êµIJ
1156
+ P ro
1157
+ c re
1158
+ ¶ Ķ
1159
+ Ġa sy
1160
+ Ġen largement
1161
+ ĠRU C
1162
+ Ģì Ĥ¬
1163
+ Ġasymme tery
1164
+ Ġ x
1165
+ revi ous
1166
+ Ġo ther
1167
+ ëIJ ¨
1168
+ c tive
1169
+ n al
1170
+ ou ter
1171
+ f a
1172
+ rea ctive
1173
+ ĠB UO
1174
+ Ġap peared
1175
+ Ġnon calcified
1176
+ p t
1177
+ ë ı
1178
+ ļ Ķ
1179
+ ìľ¼ë ¡ľ
1180
+ í Į
1181
+ ĠM ultiple
1182
+ ê³ ¼
1183
+ ë ł
1184
+ ì ķ
1185
+ Ġì ´
1186
+ Ġì ľ
1187
+ fication s
1188
+ ho w
1189
+ S A
1190
+ ë ª
1191
+ Ġp alpable
1192
+ no dule
1193
+ Ġmar gin
1194
+ Ġfibro adenoma
1195
+ M ore
1196
+ q u
1197
+ Ġcalcifi ca
1198
+ ma t
1199
+ ti fa
1200
+ si de
1201
+ Ġs how
1202
+ ìĻ Ģ
1203
+ Ġshap ed
1204
+ cre ening
1205
+ P reviously
1206
+ Ĩ Į
1207
+ Ġi ndistinct
1208
+ ro w
1209
+ D ense
1210
+ Ġcalci fcation
1211
+ g ing
1212
+ Ġma inly
1213
+ ĠL T
1214
+ íĮ Į
1215
+ tifa ct
1216
+ R e
1217
+ Ġla st
1218
+ at ter
1219
+ atter n
1220
+ D isappeared
1221
+ Ġp ar
1222
+ Ġs pread
1223
+ ĠC lustered
1224
+ st s
1225
+ ìĽ IJ
1226
+ n i
1227
+ Ġ reactive
1228
+ Ġin tra
1229
+ ĪìĿĮ íĮĮ
1230
+ ĠìķĬ ìĿĮ
1231
+ B oth
1232
+ S uspicious
1233
+ i z
1234
+ y stic
1235
+ Ġar tifact
1236
+ + ,
1237
+ t s
1238
+ Ġp attern
1239
+ Ġsub areo
1240
+ m icrocal
1241
+ m icrocalcifications
1242
+ gr ouped
1243
+ he ll
1244
+ ĠD iffuse
1245
+ Ġë ¶
1246
+ Ġo therwise
1247
+ ar row
1248
+ Ġde velop
1249
+ f ter
1250
+ y er
1251
+ rea se
1252
+ Ġde te
1253
+ Ġap pe
1254
+ Ġla yer
1255
+ µ ëĭĪëĭ¤
1256
+ Ĭ µëĭĪëĭ¤
1257
+ No te
1258
+ ĠL I
1259
+ Ġ20 20
1260
+ Ġbrea s
1261
+ ma gni
1262
+ Ġinter nal
1263
+ o ci
1264
+ nc er
1265
+ Ġ ;
1266
+ eg mental
1267
+ ĠR egional
1268
+ Ġnew ly
1269
+ Ġne ed
1270
+ Ġpun tate
1271
+ o dense
1272
+ Ġmammogr am
1273
+ ë ħ
1274
+ Ġ íķ
1275
+ ce pt
1276
+ Ġë³ ´ì
1277
+ pro bably
1278
+ Ġasymm tery
1279
+ Ġmicrocalcificaiton s
1280
+ ë° ©
1281
+ lin e
1282
+ U ni
1283
+ Ġ ta
1284
+ ti fi
1285
+ eg g
1286
+ Ġiso echoic
1287
+ Ġdis per
1288
+ G R
1289
+ R ound
1290
+ d i
1291
+ r p
1292
+ Ġ H
1293
+ Ġa fter
1294
+ den tifi
1295
+ + )
1296
+ reg ional
1297
+ Ġappe ar
1298
+ Ġn ear
1299
+ al ly
1300
+ ĠLUO Q
1301
+ Ġmicrocalci fcation
1302
+ Ġrema ining
1303
+ Ġca ncer
1304
+ Ġdisper sed
1305
+ l i
1306
+ ê ¸
1307
+ his m
1308
+ Ġlob ular
1309
+ Uni dentifi
1310
+ - -->
1311
+ 1 9
1312
+ Ġ [
1313
+ Ġì ł
1314
+ Ġmar king
1315
+ Unidentifi able
1316
+ m on
1317
+ Ġìŀ Ī
1318
+ rp hism
1319
+ N L
1320
+ W NL
1321
+ o s
1322
+ ¹ ĺ
1323
+ re o
1324
+ Ħì ļĶ
1325
+ Ġduct al
1326
+ ìĺ ģ
1327
+ Ġbreas sts
1328
+ r ocal
1329
+ Ġ h
1330
+ fi ci
1331
+ ty pe
1332
+ o val
1333
+ ĠNo dular
1334
+ ê° ľ
1335
+ g ory
1336
+ Ġreg ion
1337
+ ĠF N
1338
+ Ġ egg
1339
+ Ġc ystic
1340
+ ta c
1341
+ ba ble
1342
+ Ġappear ing
1343
+ R ight
1344
+ on o
1345
+ te reo
1346
+ te gory
1347
+ si a
1348
+ S creening
1349
+ h en
1350
+ Ġm m
1351
+ ĠRUO Q
1352
+ ĠS everal
1353
+ lo w
1354
+ it ve
1355
+ C oarse
1356
+ r ue
1357
+ ŀ Ħ
1358
+ re s
1359
+ in y
1360
+ Ġsub c
1361
+ Diffuse ly
1362
+ ad i
1363
+ ìĿ´ì łĦ
1364
+ ĠìĿ´ì łĦ
1365
+ qu i
1366
+ tac tic
1367
+ - '
1368
+ m metry
1369
+ Ģ íĻĶ
1370
+ ĠM icrocalcifications
1371
+ Ġp hen
1372
+ st ra
1373
+ Ġ( <
1374
+ Ġde mon
1375
+ Ġth ree
1376
+ íķĺ ì§Ģ
1377
+ Ġì´ ĪìĿĮíĮĮ
1378
+ ëħ Ħ
1379
+ Ġphen o
1380
+ Ġdemon stra
1381
+ n ew
1382
+ s ual
1383
+ s hell
1384
+ u la
1385
+ Ġ UI
1386
+ Ġgr oup
1387
+ Ġdi la
1388
+ Ġout side
1389
+ tereo tactic
1390
+ Ġpheno type
1391
+ 1 7
1392
+ Ġb ening
1393
+ Ġs ono
1394
+ Ġë³ ĢíĻĶ
1395
+ ĠP unctate
1396
+ Ġima ging
1397
+ ĠìĹĨ ìĿĮ
1398
+ 1 6
1399
+ S piculated
1400
+ Ġ lateral
1401
+ Ġp uc
1402
+ ĠR T
1403
+ ne ed
1404
+ ĠFC D
1405
+ Ġìĸ ij
1406
+ sual iz
1407
+ S egmental
1408
+ v ocal
1409
+ Ġ U
1410
+ Ġ rou
1411
+ ł ë°©
1412
+ Ġsubareo la
1413
+ qui vocal
1414
+ - ,
1415
+ L eft
1416
+ V ascular
1417
+ n the
1418
+ p revious
1419
+ ì ĬµëĭĪëĭ¤
1420
+ Ġ ê°Ģ
1421
+ Ġma l
1422
+ cation s
1423
+ Ġe de
1424
+ Ġì Ħ
1425
+ ê² ¬
1426
+ Ġhi de
1427
+ nthe sis
1428
+ 1 8
1429
+ A bout
1430
+ R UO
1431
+ f ci
1432
+ © °
1433
+ ¸ ¡
1434
+ ë į
1435
+ í ĸ
1436
+ Ġ II
1437
+ ĠM R
1438
+ vi ew
1439
+ Ġex cept
1440
+ ng le
1441
+ ĠìĻ ¸ë¶Ģ
1442
+ Ġpuc tate
1443
+ c on
1444
+ d le
1445
+ ë Ĥĺ
1446
+ Ġmam o
1447
+ ĠC a
1448
+ sy nthesis
1449
+ Ġcorre la
1450
+ ìĻ ¸ë¶Ģ
1451
+ Ġa cc
1452
+ te ro
1453
+ in tramammary
1454
+ Ġt rue
1455
+ ĠN c
1456
+ Ġpre v
1457
+ Ġë³´ ìĿ´
1458
+ Ġíķ ĦìļĶ
1459
+ ) -->
1460
+ h ree
1461
+ t ro
1462
+ ij ë³
1463
+ Ġì ¶Ķ
1464
+ ĠP reviously
1465
+ 1 4
1466
+ C C
1467
+ a s
1468
+ i ties
1469
+ u ation
1470
+ § Ģ
1471
+ Ġ WNL
1472
+ Ġb ra
1473
+ in ner
1474
+ Ġr adi
1475
+ Ġe val
1476
+ Ġpleomo rphism
1477
+ Ģì ľ
1478
+ oci ated
1479
+ Ġmammogram s
1480
+ Ġmal ign
1481
+ B x
1482
+ ë §
1483
+ mo re
1484
+ Ġì ĥ
1485
+ ìĹ ¬
1486
+ Ġìŀ ĪìĿĮ
1487
+ Ġasy me
1488
+ 1 5
1489
+ Ġa ss
1490
+ Ġp ain
1491
+ ĠB oth
1492
+ Ġpunctate d
1493
+ rc hitectural
1494
+ Ġì ĺ
1495
+ ìĿ ¸
1496
+ ip he
1497
+ Ġlob ule
1498
+ ëª ¨
1499
+ Ġdemonstra ble
1500
+ Ġdila tation
1501
+ Ġeval uation
1502
+ 2 4
1503
+ a g
1504
+ Ġare o
1505
+ Ġdense ly
1506
+ ĠL O
1507
+ ê² ĢìĤ¬
1508
+ Ġmicrocalcifi ca
1509
+ ĠUI Q
1510
+ d v
1511
+ s uspicious
1512
+ fi i
1513
+ a gn
1514
+ a ction
1515
+ o f
1516
+ ì ¸¡
1517
+ Ġsi ngle
1518
+ Ġabnormal ities
1519
+ Ġper iphe
1520
+ Ġshap e
1521
+ Ġhi gh
1522
+ Ġnega itve
1523
+ m try
1524
+ ° °
1525
+ í ļ
1526
+ Ġs up
1527
+ Ġs tate
1528
+ Ġì ĭ
1529
+ ìĿ Ħ
1530
+ ĠE R
1531
+ ´ Ģì
1532
+ cal cifications
1533
+ ver ted
1534
+ Ġmid dle
1535
+ Ġass ociated
1536
+ 1 3
1537
+ 3 0
1538
+ > >
1539
+ s pe
1540
+ circ umscribed
1541
+ ìĿ´ì §Ģ
1542
+ ìł ķ
1543
+ Ġdevelop ed
1544
+ low er
1545
+ íļ Į
1546
+ u ta
1547
+ x t
1548
+ ¡ °
1549
+ Ġ <
1550
+ Ŀ íļĮ
1551
+ Ġa d
1552
+ Ġë³ ijë³
1553
+ S ubtle
1554
+ ĠA dv
1555
+ Ġê ´Ģì
1556
+ A rchitectural
1557
+ F aint
1558
+ T hree
1559
+ i rregular
1560
+ s piculated
1561
+ ĠC AD
1562
+ Ġwith in
1563
+ ĠS mall
1564
+ ĠìĿ ĺ
1565
+ A morphous
1566
+ ¦ Ŀ
1567
+ Ġma c
1568
+ ĠR O
1569
+ im i
1570
+ Ġë³´ ìĿ´ì§Ģ
1571
+ Ġdete ction
1572
+ ëį ĺ
1573
+ 2 8
1574
+ A nother
1575
+ D ec
1576
+ M O
1577
+ u r
1578
+ ¬ ìĺģ
1579
+ ëĬ ¥
1580
+ like ly
1581
+ Ġê´Ģì °°
1582
+ A n
1583
+ O ther
1584
+ S kin
1585
+ T iny
1586
+ b ec
1587
+ p ec
1588
+ de creased
1589
+ Ġ200 2
1590
+ Ġabnormal ity
1591
+ íķĺ ìŬ
1592
+ ĠI n
1593
+ Ġmark er
1594
+ ĨĮ 견
1595
+ Ġë³´ì ŀĦ
1596
+ C I
1597
+ t o
1598
+ ļ ľ
1599
+ se gmental
1600
+ Ġs tereotactic
1601
+ Ġ( #
1602
+ ĠD ecreased
1603
+ ri or
1604
+ pro ven
1605
+ Ġtomo synthesis
1606
+ ĠìĹ IJ
1607
+ Ġec ho
1608
+ comp ared
1609
+ ëł ·
1610
+ ê¸ °
1611
+ Ġareo lar
1612
+ imi ted
1613
+ ļľ ëł·
1614
+ G lobal
1615
+ Ġa round
1616
+ de d
1617
+ Ġs y
1618
+ ra bec
1619
+ no w
1620
+ uspici on
1621
+ Ġí Ļ
1622
+ Ġsugges tive
1623
+ omp ared
1624
+ Ġima ge
1625
+ Ġperiphe ry
1626
+ . -
1627
+ W ell
1628
+ Ġ ê°
1629
+ omo rphic
1630
+ Ġre tro
1631
+ Ġë ļľëł·
1632
+ pe ct
1633
+ Cal cifications
1634
+ ëı Ħ
1635
+ CI S
1636
+ 3 1
1637
+ o le
1638
+ ¸ ìĽIJ
1639
+ Ġs ca
1640
+ ĠC al
1641
+ Ġ20 21
1642
+ Ġabnormal ly
1643
+ Ġiso lated
1644
+ ìĭ ¬
1645
+ ìĸ ´
1646
+ Pro minent
1647
+ Ġsubc uta
1648
+ Ġasyme mtry
1649
+ + +,
1650
+ 0 0
1651
+ A S
1652
+ S l
1653
+ a ma
1654
+ i ncreased
1655
+ Ġa nother
1656
+ Ġp rior
1657
+ Ġs l
1658
+ me d
1659
+ Ġë §
1660
+ Ġarc hitectu
1661
+ ne ous
1662
+ Ġme tal
1663
+ Ġìĥ Ŀ
1664
+ rabec ular
1665
+ D i
1666
+ M MG
1667
+ a bout
1668
+ i ld
1669
+ q ual
1670
+ Ġinvo l
1671
+ rt oma
1672
+ In tramammary
1673
+ Ġegg shell
1674
+ ama rtoma
1675
+ f or
1676
+ l ic
1677
+ t ome
1678
+ Ġs mal
1679
+ at he
1680
+ Ġchange s
1681
+ ĠN ew
1682
+ ĠMagni fication
1683
+ ê° ģ
1684
+ Ġmicrocalci fci
1685
+ pro bable
1686
+ ĠLI Q
1687
+ Ġmac rocal
1688
+ 2 7
1689
+ M icrocal
1690
+ o lu
1691
+ s pread
1692
+ ti ne
1693
+ le r
1694
+ Ġvi sualiz
1695
+ Ġë Ĭ
1696
+ íķ ´
1697
+ Ġlob ulated
1698
+ Ġê² ĥ
1699
+ Ġcalcifica ti
1700
+ res sion
1701
+ Ġacc hitectural
1702
+ fii cations
1703
+ 2 9
1704
+ o bscu
1705
+ ë ¥
1706
+ Ġ ro
1707
+ ĠO val
1708
+ ìł ģ
1709
+ ìĸ ij
1710
+ Re sidual
1711
+ h ing
1712
+ j ac
1713
+ o ther
1714
+ ģ ìĥģ
1715
+ Ġm ic
1716
+ Ġs can
1717
+ ĠP ost
1718
+ Ġnode s
1719
+ comp osition
1720
+ Ġìĭ ľ
1721
+ jac ent
1722
+ D e
1723
+ L C
1724
+ a tive
1725
+ p la
1726
+ Ġo p
1727
+ ci ally
1728
+ gr ossly
1729
+ ĠR ight
1730
+ Ġl uc
1731
+ Ġë °
1732
+ ìĹ Ĩ
1733
+ Ġas pect
1734
+ ëĬ¥ ìĦ±
1735
+ o l
1736
+ x illa
1737
+ he d
1738
+ al l
1739
+ ĠD CIS
1740
+ Ġt rabecular
1741
+ Ġneg e
1742
+ ag tive
1743
+ . --
1744
+ G II
1745
+ O S
1746
+ p r
1747
+ v ascular
1748
+ ì ļ
1749
+ Į Ģ
1750
+ de r
1751
+ ta sia
1752
+ Ġre view
1753
+ Ġê² ĢìĤ¬
1754
+ ula ting
1755
+ ĠìĦ ĿíļĮ
1756
+ íĸ ī
1757
+ Ġad jacent
1758
+ Ġro d
1759
+ % )
1760
+ 3 3
1761
+ C a
1762
+ C ompared
1763
+ M ultifocal
1764
+ R T
1765
+ S ep
1766
+ c ent
1767
+ h ic
1768
+ i rc
1769
+ o stic
1770
+ s kin
1771
+ t ric
1772
+ u g
1773
+ ì ¶Ķ
1774
+ ). .
1775
+ Ġpro minant
1776
+ Ġ200 1
1777
+ ion s
1778
+ ĠF aint
1779
+ ĠA symmetric
1780
+ Ġw as
1781
+ (- ),
1782
+ Ġìĺ ģìĥģ
1783
+ Ġë³ijë³ Ģ
1784
+ Ġsubcuta neous
1785
+ Ġmicrocalcifci ations
1786
+ obscu re
1787
+ 4 2
1788
+ a ccessory
1789
+ c hed
1790
+ t wo
1791
+ Ġo il
1792
+ Ġì ¦Ŀ
1793
+ Ġview s
1794
+ Ġë ª
1795
+ Ġmore likely
1796
+ ĠRU M
1797
+ Ġasymm try
1798
+ Ġmicro ca
1799
+ ac h
1800
+ Ġme ta
1801
+ Ġasy metry
1802
+ Ġìľ łë°©
1803
+ microcal cification
1804
+ agn ostic
1805
+ ĠìĥĿ ê°ģ
1806
+ ĠëĬ Ķ
1807
+ Ġluc ent
1808
+ Ġnege tive
1809
+ a nc
1810
+ c ted
1811
+ ì ¹ĺ
1812
+ Ľ Ħ
1813
+ nc hing
1814
+ ĠGr ossly
1815
+ Ġs us
1816
+ ë³ ´
1817
+ ìŀ Ħ
1818
+ Ġede ma
1819
+ 2 5
1820
+ 2 6
1821
+ C irc
1822
+ a morphous
1823
+ b x
1824
+ s ubtle
1825
+ ± °
1826
+ ¸ ë
1827
+ at hy
1828
+ Ġe ach
1829
+ Ġon ly
1830
+ Ġhe tero
1831
+ Ġë ĭ
1832
+ Ġg ade
1833
+ ë¶ Ħ
1834
+ ĠI D
1835
+ ìľ¼ë Ĥĺ
1836
+ Ġnear ly
1837
+ Ġrou tine
1838
+ Ġsup er
1839
+ now n
1840
+ E R
1841
+ L UO
1842
+ Ġc he
1843
+ ou r
1844
+ Ġne agtive
1845
+ Cal cified
1846
+ pec ted
1847
+ B T
1848
+ M LO
1849
+ S uspicion
1850
+ o b
1851
+ ĺ 모
1852
+ or der
1853
+ Ġdefinite ly
1854
+ ĠP ro
1855
+ Ġintra mmary
1856
+ anc y
1857
+ i mal
1858
+ s ti
1859
+ © ëĭĪëĭ¤
1860
+ ì ĨĮ
1861
+ vi ng
1862
+ ĠĊ Ċ
1863
+ es p
1864
+ is odense
1865
+ po t
1866
+ Ġw all
1867
+ Ġan terior
1868
+ Ġí ģ
1869
+ Ġë¹ĦêµIJ ìĭľ
1870
+ mat oma
1871
+ con taining
1872
+ Ġarchitectu re
1873
+ for m
1874
+ Microcal cification
1875
+ A sym
1876
+ I s
1877
+ p per
1878
+ Ġ )
1879
+ Ġ k
1880
+ ma mmo
1881
+ ĠM A
1882
+ ĠM M
1883
+ st a
1884
+ ut li
1885
+ Ġbiop si
1886
+ ìŀ IJ
1887
+ + +
1888
+ A B
1889
+ Ġ V
1890
+ ti ll
1891
+ se r
1892
+ No t
1893
+ Ġthe m
1894
+ Ġe spe
1895
+ Ġe qual
1896
+ Ġdi lated
1897
+ Ġì ¢
1898
+ ĠLN E
1899
+ Ġcomp ression
1900
+ no t
1901
+ Ġheterog enously
1902
+ ĠI ncreased
1903
+ Ġduct s
1904
+ Ġbrea ts
1905
+ Ġmargin ated
1906
+ Ġ(< -
1907
+ Ġbra nching
1908
+ Ģìľ Ħ
1909
+ ë§ Į
1910
+ Ġsca r
1911
+ AS x
1912
+ Ġìĭľ íĸī
1913
+ order line
1914
+ Ġespe cially
1915
+ 5 2
1916
+ i nc
1917
+ cal cification
1918
+ Ġs pot
1919
+ ro us
1920
+ ĠD BT
1921
+ Ġì ĥģ
1922
+ Ġpos sible
1923
+ Ġshow s
1924
+ ĠII I
1925
+ Ġinvol ving
1926
+ De velop
1927
+ Ġche st
1928
+ utli ple
1929
+ F CC
1930
+ L N
1931
+ e b
1932
+ o m
1933
+ r ge
1934
+ s u
1935
+ u me
1936
+ ë ¦
1937
+ ë ¬
1938
+ ë ©°
1939
+ se l
1940
+ Ġì °
1941
+ ĠT wo
1942
+ op ple
1943
+ ĠìĿ ´
1944
+ Ġpar ti
1945
+ ĠíĻ ķ
1946
+ Ġì¦Ŀ ê°Ģ
1947
+ f at
1948
+ k en
1949
+ s ome
1950
+ s ub
1951
+ t ly
1952
+ Ġ At
1953
+ Ī ĺ
1954
+ ci ng
1955
+ Ġin verted
1956
+ Ġf o
1957
+ Ġs till
1958
+ Ġde rmal
1959
+ ĠMa ss
1960
+ es sel
1961
+ symmetri es
1962
+ ¼ë ¶
1963
+ Ġí ı
1964
+ Ġinc rease
1965
+ Ġ> >
1966
+ Ġdete cted
1967
+ Ġta ken
1968
+ Ġmicrocalcifcation s
1969
+ Ġmic or
1970
+ ĠìĦĿíļĮ íĻĶ
1971
+ Circ umscribed
1972
+ form ity
1973
+ opple r
1974
+ F eb
1975
+ J an
1976
+ M ar
1977
+ ì ´
1978
+ Ġ íķĺ
1979
+ Ġax il
1980
+ Ġì ¡°
1981
+ Ġì ĨĮ견
1982
+ Ġen h
1983
+ ê° Ħ
1984
+ Ġë³ ¸ìĽIJ
1985
+ uct al
1986
+ Ġinclu ded
1987
+ Ġh amartoma
1988
+ Ġê°Ģ ëĬ¥ìĦ±
1989
+ Ġcorrela tion
1990
+ Ġmalign ancy
1991
+ Ġmeta sta
1992
+ ¼ë¶ Ģ
1993
+ q ue
1994
+ fi r
1995
+ de te
1996
+ Ġc la
1997
+ si st
1998
+ Ġs pic
1999
+ ĠR e
2000
+ ter val
2001
+ teri al
2002
+ cor re
2003
+ ¼ë ¡ľ
2004
+ pro minent
2005
+ Ħì ¹ĺ
2006
+ new ly
2007
+ Ġgroup s
2008
+ ĠU pper
2009
+ ĠMR I
2010
+ Ġmicrocalcifica ti
2011
+ Ġretro mammary
2012
+ GII I
2013
+ Ġreview ed
2014
+ ì¶Ķ ê°Ģ
2015
+ Ġk nown
2016
+ Ġbiopsi ed
2017
+ sist ent
2018
+ , .
2019
+ e xt
2020
+ r ight
2021
+ s p
2022
+ v ed
2023
+ ë ĵ
2024
+ ij ľ
2025
+ ķ Į
2026
+ ĺ ìŀIJ
2027
+ ma inly
2028
+ ti ny
2029
+ cal ci
2030
+ Ġma g
2031
+ en tion
2032
+ ar ge
2033
+ Ġì Ĥ¬
2034
+ Ġamo rph
2035
+ ê² Į
2036
+ ìľ¼ë ©°
2037
+ ëª ħ
2038
+ fici al
2039
+ Ġmalign ant
2040
+ Di agnostic
2041
+ athe r
2042
+ Ġscan ty
2043
+ ĠMA M
2044
+ fir med
2045
+ 9 9
2046
+ E quivocal
2047
+ a te
2048
+ b e
2049
+ m me
2050
+ Ġ wh
2051
+ cifi c
2052
+ he ter
2053
+ cat heter
2054
+ in imal
2055
+ ĠS l
2056
+ Ġfinding s
2057
+ Ġv essel
2058
+ ëł ¤
2059
+ Ġê´Ģì°° ëIJĺ
2060
+ ĠìĹIJ ìĦľ
2061
+ Ġëĭ ¤
2062
+ ) ->
2063
+ P revious
2064
+ a sx
2065
+ b ro
2066
+ c l
2067
+ d isappeared
2068
+ g lobal
2069
+ u ge
2070
+ © ´
2071
+ gr aphy
2072
+ Ġm ed
2073
+ tive ly
2074
+ Ġex am
2075
+ Ġde formity
2076
+ Ġ0 3
2077
+ Ġcalcifi action
2078
+ um s
2079
+ ëIJ ľ
2080
+ Ma gni
2081
+ ì§ ģ
2082
+ ìĽ Ķ
2083
+ ĠìĿ´ì ĥģ
2084
+ Ġì´ ¬ìĺģ
2085
+ mat ous
2086
+ Ġta il
2087
+ ë¥ ¼
2088
+ dete ction
2089
+ ention ed
2090
+ Ġmed i
2091
+ I m
2092
+ N on
2093
+ a f
2094
+ a nce
2095
+ a symmetric
2096
+ i st
2097
+ Ġ ê³ł
2098
+ ij ìĽIJ
2099
+ Ġno w
2100
+ Ġhe matoma
2101
+ Ġìķ ½
2102
+ Ħì ŀ
2103
+ ëı Ļ
2104
+ Ġìľ Ħì¹ĺ
2105
+ Ġdevelop ing
2106
+ Ġìł ķ
2107
+ Ġì¶Ķ ìłķ
2108
+ Ġmetal lic
2109
+ olu cent
2110
+ Ġê²ĥ ìľ¼ë¡ľ
2111
+ Ġsuper ficial
2112
+ Is odense
2113
+ Ġparti ally
2114
+ af fin
2115
+ J ul
2116
+ L inear
2117
+ c le
2118
+ d uctal
2119
+ e ct
2120
+ s tion
2121
+ s lightly
2122
+ w ell
2123
+ Ġ up
2124
+ ca ted
2125
+ ci ty
2126
+ No v
2127
+ grade C
2128
+ Ġ( -
2129
+ Ġl i
2130
+ Ġnod ue
2131
+ Ġr ather
2132
+ Ġe quivocal
2133
+ ar i
2134
+ Ġcalcifi cat
2135
+ ìĿ ¼
2136
+ ĠF U
2137
+ ĠA x
2138
+ ìĹ Ī
2139
+ 20 09
2140
+ Ġmicrocalcifi action
2141
+ tu re
2142
+ Ġasymme ty
2143
+ Ġcluster d
2144
+ ìķ Ħ
2145
+ Ġë¶ ĢìľĦ
2146
+ to tal
2147
+ Ġëļľëł· íķĺì§Ģ
2148
+ Ġsus pected
2149
+ Ġaxil lar
2150
+ ĠMAM MO
2151
+ A ug
2152
+ F A
2153
+ P ost
2154
+ a xilla
2155
+ f aint
2156
+ t r
2157
+ ma r
2158
+ ma tion
2159
+ Ġs mo
2160
+ Ġs cat
2161
+ ĠR ound
2162
+ ap hic
2163
+ tate d
2164
+ ri al
2165
+ Ġmicrocalc s
2166
+ Ġë Ĥ
2167
+ lob ulated
2168
+ ĠI rregular
2169
+ ìĿ´ì ĥģ
2170
+ Ġtypical ly
2171
+ ìĸ ´ì
2172
+ Ġnega t
2173
+ ë³´ ëĭ¤
2174
+ ume rous
2175
+ corre lated
2176
+ ijľ ìĭľ
2177
+ A pr
2178
+ N U
2179
+ c h
2180
+ c y
2181
+ i op
2182
+ m n
2183
+ r h
2184
+ u nd
2185
+ u mp
2186
+ ë ij
2187
+ Į Ģì
2188
+ Ġmam mmo
2189
+ Ġpro min
2190
+ ĠD oppler
2191
+ Ġmicrocalc fication
2192
+ Ġmicrocalc fiications
2193
+ mark ed
2194
+ íķĺ ìĺ
2195
+ Ġhyper pla
2196
+ Ġasymme ry
2197
+ ëIJĺ ìĸ´
2198
+ Pro bably
2199
+ Ġë³ĢíĻĶ ìĹĨ
2200
+ ĠCa tegory
2201
+ Ġsy mmetry
2202
+ Ġë§ ĺ모
2203
+ Ġwh ole
2204
+ NU H
2205
+ E xt
2206
+ L imited
2207
+ M R
2208
+ c la
2209
+ c rease
2210
+ i bro
2211
+ m i
2212
+ u re
2213
+ ¯ ¸
2214
+ ca te
2215
+ ma ined
2216
+ re v
2217
+ Ġma terial
2218
+ Ġa den
2219
+ Gr c
2220
+ ĠMG ìĹIJìĦľ
2221
+ le omorphic
2222
+ Ġse rial
2223
+ in e
2224
+ ar c
2225
+ ĠD isappeared
2226
+ Ġ0 4
2227
+ Ġview ìĹIJìĦľ
2228
+ ĠNo dule
2229
+ Ġë ı
2230
+ Ġv e
2231
+ lu ding
2232
+ ĠO ther
2233
+ Heterog eneous
2234
+ ì§ Ħ
2235
+ ĠE nlarged
2236
+ Ġbrea t
2237
+ In terval
2238
+ ĠìĻ Ģ
2239
+ Ġede matous
2240
+ Ġradi olucent
2241
+ ĠLO Q
2242
+ ĠìĥĿê°ģ ëIJ¨
2243
+ ��ID C
2244
+ Ġmedi al
2245
+ mn ant
2246
+ Ġhyperpla sia
2247
+ + ),
2248
+ A P
2249
+ M ild
2250
+ c oarse
2251
+ d x
2252
+ f ew
2253
+ g ative
2254
+ i fcation
2255
+ m ly
2256
+ ë ©´
2257
+ re mly
2258
+ Ġin ser
2259
+ Ġm entioned
2260
+ Ġb en
2261
+ ly ing
2262
+ ĠL AP
2263
+ al r
2264
+ ter d
2265
+ min al
2266
+ Ġre lated
2267
+ Ġcalcifi ation
2268
+ íķ ©ëĭĪëĭ¤
2269
+ ear ly
2270
+ ction s
2271
+ Ġí ijľìĭľ
2272
+ ë³ ijìĽIJ
2273
+ íĻ ķ
2274
+ ë° ĺ
2275
+ Ġcalcifcation s
2276
+ fici ation
2277
+ Ġìĸij ìĦ±
2278
+ ĠìĿĺ ìĭ¬
2279
+ Ġvisualiz ation
2280
+ ĠV AB
2281
+ iop sy
2282
+ ëij IJ
2283
+ b ilateral
2284
+ g g
2285
+ r m
2286
+ Ġ qu
2287
+ Ġa y
2288
+ en larged
2289
+ on d
2290
+ Ġden s
2291
+ le ft
2292
+ ĠC oarse
2293
+ Ġde p
2294
+ Ġde line
2295
+ ĠD ense
2296
+ On e
2297
+ Ġv ari
2298
+ ve l
2299
+ Ġsugges ted
2300
+ Ġë¹ĦêµIJ íķĺìŬ
2301
+ mat ched
2302
+ Ġpar affin
2303
+ Ġcorrela ting
2304
+ Ġsmal ler
2305
+ inc luding
2306
+ ĠíĻķ ìĿ¸
2307
+ fat ty
2308
+ sub areolar
2309
+ ì¶Ķê°Ģ ê²ĢìĤ¬
2310
+ ump y
2311
+ 4 3
2312
+ F at
2313
+ a ge
2314
+ b iopsy
2315
+ c tasia
2316
+ e x
2317
+ m ilk
2318
+ ¬ íķ¨
2319
+ Ġ catheter
2320
+ Ġma t
2321
+ Ġa m
2322
+ vi sualiz
2323
+ Ġfi l
2324
+ Ġno r
2325
+ Ġext en
2326
+ Ġsi de
2327
+ Ġdi ff
2328
+ ĠS lightly
2329
+ ar t
2330
+ Ġre mnant
2331
+ ĠMa m
2332
+ osi s
2333
+ Ġë ¡ľ
2334
+ Ġcirc ums
2335
+ Ġple mo
2336
+ Ġcen tered
2337
+ íķ ł
2338
+ Ġv s
2339
+ ìľ ł
2340
+ ac tive
2341
+ diffuse ly
2342
+ ĠH G
2343
+ ĠPro bably
2344
+ su gges
2345
+ Ġsmo oth
2346
+ + /
2347
+ a ry
2348
+ g en
2349
+ i la
2350
+ i or
2351
+ i fications
2352
+ u minal
2353
+ ì ¡°
2354
+ í Ħ
2355
+ í ĽĦ
2356
+ Ġma in
2357
+ Ġo ver
2358
+ on e
2359
+ Ġin n
2360
+ Ġf oci
2361
+ Ġbreast ìĹIJ
2362
+ ĠR LC
2363
+ Ġr ange
2364
+ ĠG I
2365
+ um mation
2366
+ Ġiso density
2367
+ Ģì §
2368
+ Ġí Į
2369
+ Ġí ĺ
2370
+ Ġê ±°
2371
+ Pro bable
2372
+ Ġë¶ Ħ
2373
+ Ġê´Ģì°° ëIJ¨
2374
+ Ġvisualiz ed
2375
+ ìĸij ìĦ±
2376
+ Ġíģ ¬
2377
+ Ġdep th
2378
+ íĦ °
2379
+ H ER
2380
+ I ll
2381
+ M U
2382
+ P leomorphic
2383
+ i cal
2384
+ n t
2385
+ o lo
2386
+ p reviously
2387
+ ê ·
2388
+ Ġ nd
2389
+ ŀ Ī
2390
+ Gr C
2391
+ ĠMG ìĻĢ
2392
+ Ġn ec
2393
+ arenchy mal
2394
+ ĠS NUH
2395
+ ar ly
2396
+ Ġë IJ
2397
+ is o
2398
+ Ġ-- -->
2399
+ Ġê ¸
2400
+ Ġìĸ ´
2401
+ Ġneed le
2402
+ fici ations
2403
+ Ġìĸij 측
2404
+ Develop ing
2405
+ Ġì¡° ì§ģ
2406
+ Ġìķ½ ê°Ħ
2407
+ Ġëı Ļ
2408
+ rm is
2409
+ Ġfil m
2410
+ H x
2411
+ S ome
2412
+ p rev
2413
+ ª ½
2414
+ ì Ķ
2415
+ ca tegory
2416
+ Ġc lu
2417
+ si ng
2418
+ ro sis
2419
+ vi e
2420
+ Ġext remly
2421
+ Ġdi sc
2422
+ Ġde crease
2423
+ Ġde rmis
2424
+ ĠF ibro
2425
+ ĠMammo graphy
2426
+ íķ ´ì
2427
+ ĠìĿ ¸
2428
+ Ġlob ulating
2429
+ (- ).
2430
+ Ġme ts
2431
+ Ġë³´ìĿ´ ëĬĶ
2432
+ ur ther
2433
+ Ġmetal ic
2434
+ Ġmacrocal cification
2435
+ ìļ °
2436
+ ë¦ ¬
2437
+ mme tric
2438
+ Ġve ry
2439
+ . >
2440
+ A symmetries
2441
+ J un
2442
+ L ob
2443
+ o in
2444
+ p athy
2445
+ r ant
2446
+ y r
2447
+ y pical
2448
+ Ħ ľ
2449
+ Ī ì
2450
+ į Ķ
2451
+ en cy
2452
+ gr am
2453
+ Ġm utliple
2454
+ Ġden ist
2455
+ Ġs hell
2456
+ ĠR I
2457
+ Ġmammo pathy
2458
+ Ġ1 99
2459
+ ĠB reast
2460
+ Ġpro mi
2461
+ ĠD dx
2462
+ ple omorphic
2463
+ Ġì §
2464
+ Ġcalcifi ations
2465
+ ĠN E
2466
+ Ġë įĶ
2467
+ no tated
2468
+ ĠA bout
2469
+ po s
2470
+ po ma
2471
+ Ġcalci fci
2472
+ ëĭ ¹
2473
+ op athy
2474
+ ĠìĿ ¼ë¶Ģ
2475
+ circle s
2476
+ Ġun matched
2477
+ Ġca cifications
2478
+ Ġec tasia
2479
+ ìĺ ¤
2480
+ di tion
2481
+ Ġh uge
2482
+ Ġrou dn
2483
+ ĠCal cifications
2484
+ Ġëª ¨
2485
+ Ġì° ¸
2486
+ calci um
2487
+ Ħìŀ ¬
2488
+ stion able
2489
+ ĠíĮ IJ
2490
+ ìĶ ©
2491
+ Ġdenist y
2492
+ O ct
2493
+ T ypical
2494
+ ¼ ì¹ĺ
2495
+ ë £
2496
+ ë Ĥ
2497
+ í ĺ
2498
+ Ġm inimal
2499
+ Ġb eni
2500
+ Ġf urther
2501
+ ĠL L
2502
+ Ġle vel
2503
+ Ġch an
2504
+ ĠS ubtle
2505
+ ĠD W
2506
+ ul ging
2507
+ Ġ0 2
2508
+ ĠF B
2509
+ 20 03
2510
+ 20 19
2511
+ Ġper sistent
2512
+ Ġasymmetri city
2513
+ ìľ łë°©
2514
+ Ġnumber s
2515
+ Ġmicro lobulated
2516
+ ìķ ½
2517
+ Ġintra ductal
2518
+ ĠDiffuse ly
2519
+ Ġìł ľ
2520
+ rocal cifications
2521
+ spe cific
2522
+ Ġmacrocal cifications
2523
+ Ġmicor calcifications
2524
+ ext ent
2525
+ Ġ(- )
2526
+ Ġli poma
2527
+ Ġmaterial s
2528
+ Ġqu ad
2529
+ Ġdeline ated
2530
+ Ģì§ Ħ
2531
+ olo g
2532
+ l inear
2533
+ £ ¼
2534
+ ¶ Į
2535
+ ê ´
2536
+ ë ŀ
2537
+ ë ĮĢì
2538
+ í ŀĪ
2539
+ Ġ ul
2540
+ Ģ ëįĺ
2541
+ re sidual
2542
+ Gr d
2543
+ Ġf ade
2544
+ la tively
2545
+ Ġs o
2546
+ ĠL LC
2547
+ ĠL uminal
2548
+ Ġse ge
2549
+ Ġl umpy
2550
+ Ġch agn
2551
+ Ġal rge
2552
+ Ġco m
2553
+ ple te
2554
+ ĠLUI Q
2555
+ ual ted
2556
+ oma tic
2557
+ op corn
2558
+ ê² ł
2559
+ Ġí ĽĦ
2560
+ ë¶Ģ íĦ°
2561
+ Nodule s
2562
+ Ġcluster s
2563
+ Ġê ¶Į
2564
+ Ġas ses
2565
+ pt omatic
2566
+ ìķ Ķ
2567
+ Ġë¶ Ī
2568
+ di es
2569
+ Ġìĸij ìĥģ
2570
+ Ġmicrocalcifica ions
2571
+ Dec rease
2572
+ ĠIn tramammary
2573
+ ĠCal cified
2574
+ Asym ptomatic
2575
+ Ġíı ¬íķ¨
2576
+ Ġnegat vie
2577
+ Ġaden osis
2578
+ arc hitectural
2579
+ iso lated
2580
+ ë£ Į
2581
+ Ġquad rant
2582
+ Ġchagn e
2583
+ + ).
2584
+ = >
2585
+ c ystic
2586
+ i te
2587
+ l um
2588
+ m id
2589
+ t our
2590
+ w si
2591
+ y n
2592
+ ê ±°
2593
+ ë ²
2594
+ Ġ #
2595
+ Ĭ ¹
2596
+ Ľ IJ
2597
+ Ġm ole
2598
+ Ġb re
2599
+ Ġf ound
2600
+ Ġmicrocal fications
2601
+ Ġasymmetry ëĬĶ
2602
+ an cing
2603
+ ĠS egmental
2604
+ Ġre pla
2605
+ ĠG lobal
2606
+ Ġì Īĺ
2607
+ ĠĊ ĊĊ
2608
+ Ġë ĵ
2609
+ Ġë ĮĢ
2610
+ Ġ. .
2611
+ Ġclus ted
2612
+ ë³ ¸ìĽIJ
2613
+ íĻ ĺìŀIJ
2614
+ Ġmicro al
2615
+ ëı ħ
2616
+ Re mained
2617
+ ĠH RT
2618
+ Ġ(< --
2619
+ con firmed
2620
+ Ġë³´ìĿ´ ëįĺ
2621
+ Ġradi o
2622
+ ĠNew ly
2623
+ Ġì¢ ĭ
2624
+ ë¬ ¸
2625
+ ì´ ¬ìĺģ
2626
+ Ġë³ĢíĻĶìĹĨ ìĿĮ
2627
+ Ġvari able
2628
+ ex cept
2629
+ Ġmat ched
2630
+ Ġexten ding
2631
+ Ġì¡°ì§ģ ê²ĢìĤ¬
2632
+ pos terior
2633
+ Ġsege mental
2634
+ ) :
2635
+ F oreign
2636
+ N O
2637
+ _ _
2638
+ c yst
2639
+ p ar
2640
+ t at
2641
+ v a
2642
+ ¸ ê¸
2643
+ Ī ë¡ľ
2644
+ Ŀ ¼ë
2645
+ ti e
2646
+ Ġa dn
2647
+ ĠMG s
2648
+ Ġb y
2649
+ Ġb ulging
2650
+ No rmal
2651
+ er a
2652
+ Ġmammo tome
2653
+ ap il
2654
+ Ġ200 0
2655
+ Ġt ub
2656
+ Ġamo rh
2657
+ lo ma
2658
+ Ġto tal
2659
+ Ġhypo e
2660
+ ccess ary
2661
+ íķĺ ëĬĶ
2662
+ Ġìķ Ī
2663
+ ĠìĹ °
2664
+ Ġmicro Ca
2665
+ Ġpun cate
2666
+ Ġenlargement s
2667
+ Ġpar tly
2668
+ íĸ ¥
2669
+ Ġê° IJ
2670
+ om plete
2671
+ Ġmetasta tic
2672
+ ifcation s
2673
+ Ġinser tion
2674
+ Ġdens se
2675
+ visualiz ed
2676
+ Ġnec rosis
2677
+ wsi e
2678
+ ¸ê¸ ī
2679
+ apil loma
2680
+ Ġtub ular
2681
+ ( +)
2682
+ , ,
2683
+ N early
2684
+ e m
2685
+ i ve
2686
+ s ummation
2687
+ ¡ ìĻĢ
2688
+ ¯ Ģ
2689
+ ¹ Į
2690
+ ħ ëĭĪëĭ¤
2691
+ ocal iz
2692
+ te ctasia
2693
+ Ġin L
2694
+ Ġc l
2695
+ Ġc ell
2696
+ he tero
2697
+ Ġp or
2698
+ Ġmicrocal fication
2699
+ Ġs light
2700
+ ĠC T
2701
+ ĠR SA
2702
+ at ure
2703
+ sy metry
2704
+ an notated
2705
+ Ġcalc fication
2706
+ Ġab n
2707
+ ual r
2708
+ ìĹIJ ëıĦ
2709
+ ĠLU M
2710
+ ìĦ ł
2711
+ vo luting
2712
+ íķĺ ê³ł
2713
+ Ġcon tour
2714
+ Ġìķ ¡ìĻĢ
2715
+ uc tectasia
2716
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